Works (192)

Updated: April 3rd, 2024 21:34

2023 journal article

CASL: A Novel Collusion Attack Against Distributed Energy Management Systems

IEEE TRANSACTIONS ON SMART GRID, 14(6), 4717–4728.

author keywords: Distributed energy management systems; collusion attack; false data injection; storage; social welfare; secret functions
TL;DR: It is shown that DEMS is still insecure and in risk of economic loss by proposing and analyzing a novel attack called Collusion Attack between a Storage and a Load (CASL), and an upper bound of the social welfare losses of DEMS caused by CASL is derived. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: Web Of Science
Added: February 12, 2024

2023 journal article

Collaborative Distributed Optimal Control of Pure and Hybrid Active Power Filters in Active Distribution Network

IEEE TRANSACTIONS ON POWER DELIVERY, 38(4), 2326–2337.

By: C. Gong*, Z. Cheng n, W. Sou*, C. Lam* & M. Chow*

author keywords: Couplings; Active distribution network; active power filters; collaborative distributed control; harmonics; power quality; reactive power
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 28, 2023

2023 journal article

Noninvasive liquid level sensing with laser generated ultrasonic waves

Ultrasonics, 130, 106926.

By: H. Kim n, B. Balagopal n, S. Kerrigan n, N. Garcia n, M. Chow n, M. Bourham n, T. Fang n, X. Jiang n

Sources: Web Of Science, NC State University Libraries, Crossref
Added: February 27, 2023

2023 journal article

Physics-Constrained Robustness Evaluation of Intelligent Security Assessment for Power Systems

IEEE TRANSACTIONS ON POWER SYSTEMS, 38(1), 872–884.

By: Z. Zhang*, M. Sun, R. Deng, C. Kang* & M. Chow n

author keywords: Robustness; Security; Power system stability; Training; Sensors; Perturbation methods; Computer crime; Intelligent security assessment; cybersecurity; physics-constrained robustness evaluation; power system operation; machine learning
TL;DR: This paper proposes a novel concept named physics-constrained robustness that aims to computing a lower-bound of adversarial perturbations, evaluating the vulnerability of the ML-based intelligent security assessment (ISA) for power systems. (via Semantic Scholar)
Source: Web Of Science
Added: March 13, 2023

2023 journal article

Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems

IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 10(7), 1513–1529.

By: A. Joshi n, S. Capezza n, A. Alhaji n & M. Chow*

author keywords: ~Consensus; energy management system (EMS); reinforcement learning; supervised learning
TL;DR: This paper presents an overview of existing conventional and AI-based techniques for energy management systems in microgrids, and summarizes machine learning techniques such as ANNs, federated learning, LSTMs, RNNs, and reinforcement learning for EMS objectives such as economic dispatch, optimal power flow, and scheduling. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: July 31, 2023

2022 journal article

Resilient Collaborative Distributed AC Optimal Power Flow Against False Data Injection Attacks: A Theoretical Framework

IEEE TRANSACTIONS ON SMART GRID, 13(1), 795–806.

By: Z. Cheng n & M. Chow n

author keywords: Peer-to-peer computing; Resilience; Distributed databases; Computer security; Microgrids; State estimation; Reactive power; Cybersecurity; distributed optimization; false data injection attack; optimal power flow; resilience
TL;DR: The FDIA generally has one degree of freedom; and the FDIA can be effectively detected and mitigated using the proposed TMS with one-hop redundancy, which is validated on the IEEE 69-bus benchmark system. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 7, 2022

2022 journal article

Strategic Protection Against FDI Attacks With Moving Target Defense in Power Grids

IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 9(1), 245–256.

By: Z. Zhang*, R. Deng, P. Cheng & M. Chow n

author keywords: False data injection (FDI) attack; moving target defense (MTD); power system state estimation (SE)
TL;DR: The correlation between MTD design and FDI detection is revealed and the coordinated design of consecutive perturbation schemes within an MTD cycle can improve the performance of MTD in terms of detecting FDI attacks. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: June 13, 2022

2021 journal article

A Homomorphic Encryption-Based Private Collaborative Distributed Energy Management System

IEEE TRANSACTIONS ON SMART GRID, 12(6), 5233–5243.

By: Z. Cheng n, F. Ye*, X. Cao* & M. Chow n

author keywords: Energy management; Privacy; Encryption; Optimization; Peer-to-peer computing; Convergence; Collaboration; Distributed optimization; energy management system; homomorphic encryption; optimal power flow; privacy
TL;DR: Simulation results indicate that the proposed P-CoDEMS algorithm can accurately solve the ACOPF problem in a fully distributed way while preserving individual agent privacy. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: November 8, 2021

2021 article

A Multi-Agent System Based Hierarchical Control Framework for Microgrids

2021 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM).

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: April 18, 2022

2021 journal article

A Random-Weight Privacy-Preserving Algorithm With Error Compensation for Microgrid Distributed Energy Management

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 16, 4352–4362.

By: F. Ye*, Z. Cheng n, X. Cao & M. Chow n

author keywords: Privacy; Microgrids; Estimation; Error compensation; Encryption; Convergence; Performance evaluation; Distributed energy management system; economic dispatch problem; privacy preserving; random weight; error compensation
TL;DR: It is theoretically prove that the proposed REP-CoDEMS algorithm converges and preserves the privacy of all devices, and analytical expressions of the maximum privacy disclosure probability for initial and final states of the CoDEMS are derived. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: September 13, 2021

2021 journal article

A Robust and Efficient State-of-Charge Estimation Methodology for Serial-Connected Battery Packs: Most Significant Cell Methodology

IEEE ACCESS, 9, 74360–74369.

By: C. Huang n, Z. Cheng n & M. Chow n

author keywords: Batteries; State of charge; Estimation; Degradation; Robustness; Integrated circuit modeling; Bars; Efficient; electric vehicle; lithium-ion battery pack; microgrid; robustness; serial-connection; state-of-charge estimation
TL;DR: A robust and efficient most significant cell methodology that estimates the battery pack SOC depending on the determined most significant cells is proposed, which requires light computational effort and is suitable for real-time operation. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 26, 2021

2021 journal article

Accelerated Distributed Hybrid Stochastic/Robust Energy Management of Smart Grids

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 17(8), 5335–5347.

By: X. Chang*, Y. Xu*, W. Gu*, H. Sun*, M. Chow n & Z. Yi*

author keywords: Optimization methods; Robustness; Renewable energy sources; Stochastic processes; Smart grids; Programming; Accelerated gradient method; distributed optimization; energy management; hybrid stochastic; robust (HSR) optimization; smart grid
TL;DR: A hybrid stochastic/robust (HSR) optimization method is developed to minimize the overall cost of all units and considerably enhances the convergence with the accelerated gradient method. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: June 10, 2021

2021 journal article

Emerging Trends in Industrial Electronics: A Cross-Disciplinary View

IEEE INDUSTRIAL ELECTRONICS MAGAZINE, 15(1), 127–139.

By: O. Lucia*, J. She*, A. Chen*, Z. Cheng n, M. Chow n, L. Dunai, M. Hilairet, V. Huang ...

author keywords: Human factors; Standards; Security; Market research; Industrial electronics; Actuators; Training
TL;DR: The industrial electronics discipline includes a wide variety of technical areas devoted to the application of electronics and electrical sciences for the enhancement of industrial and manufacturing processes, as well as the educational and human factors involved. (via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science)
9. Industry, Innovation and Infrastructure (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: May 24, 2021

2021 article

Simulating and Evaluating Privacy Issues in Distributed Microgrids: A Cyber-Physical Co-Simulation Platform

IECON 2021 - 47TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY.

By: N. Hang*, F. Ye*, Z. Cheng n, X. Cao* & M. Chow n

author keywords: Microgrids; Co-Simulation; Communication; Control; MATLAB; OMNeT plus
TL;DR: A versatile cyber-physical co-simulator is developed which integrates both networked communication and power system control subsystems as a whole and evaluates three privacy-preserving algorithms proposed in the literature, and finds that SFPA performs better than PEMA and REP-CoDEMS in aspect of protecting the privacy of controllable inputs. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID, NC State University Libraries
Added: April 18, 2022

2020 journal article

Cyber-Physical Microgrids: Toward Future Resilient Communities

IEEE INDUSTRIAL ELECTRONICS MAGAZINE, 14(3), 4–17.

By: T. Vu*, B. Nguyen*, Z. Cheng n, M. Chow n & B. Zhang*

author keywords: Microgrids; Monitoring; Resilience; Control systems; Market research; Robustness; Power measurement
TL;DR: This presentation explains how microgrids can be isolated from large-scale power transmission/distribution systems (macrogrids) to deliver energy to their local communities using local energy resources and distribution systems when power outages occur in the macrogrids. (via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: October 19, 2020

2020 journal article

Distributed Event-Triggered H-infinity Consensus Based Current Sharing Control of DC Microgrids Considering Uncertainties

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 16(12), 7413–7425.

By: J. Zhou*, Y. Xu*, H. Sun*, L. Wang* & M. Chow n

author keywords: DC microgrids; current sharing; constant power loads (CPLs); distributed control; H-infinity consensus; event-triggered control; uncertainty
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: October 12, 2020

2020 journal article

Distributed Power Management for Networked AC-DC Microgrids With Unbalanced Microgrids

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 16(3), 1655–1667.

By: J. Zhou*, Y. Xu*, H. Sun*, Y. Li* & M. Chow n

author keywords: Integrated circuits; Power quality; Microgrids; Voltage control; Informatics; Reactive power; Harmonic analysis; Coordinated power management; distributed control; event-triggered control; networked ac-dc microgrids (MGs); power quality improvement; single-; three-phase MG
TL;DR: With the proposed control method, balanced output phase powers for the three-phase distributed generation (DGs) and enhanced voltage quality at the point of common coupling and DG terminals can be achieved besides proportional active power sharing among MGs and reduced communication. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: March 16, 2020

2020 journal article

Distributed, Neurodynamic-Based Approach for Economic Dispatch in an Integrated Energy System

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 16(4), 2245–2257.

By: Z. Yi*, Y. Xu*, J. Hu*, M. Chow n & H. Sun*

author keywords: Cogeneration; Resistance heating; Pipelines; Economics; Power systems; Optimization; Water heating; Combined heat and power (CHP) unit; distributed optimization; economic dispatch; integrated energy system (IES); neurodynamic-based approach
TL;DR: The proposed distributed neurodynamic-based approach only requires the information exchange among neighboring units and offers flexibility, adaptivity, scalability, faster convergence, and lower communication burden compared with some traditional centralized methods. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: April 20, 2020

2020 article

Guest Editorial: Special Section on Resilience, Reliability, and Security in Cyber-Physical Systems

Zhang, B., Zhang, P., Vu, T., & Chow, M.-Y. (2020, July). IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, Vol. 16, pp. 4865–4867.

By: B. Zhang*, P. Zhang*, T. Vu* & M. Chow n

TL;DR: This Special Section aims to provide a platform to help define, understand, and quantify the resilience, reliability, and security of CPSs. (via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Source: Web Of Science
Added: September 7, 2020

2020 journal article

Resilient Collaborative Distributed Energy Management System Framework for Cyber-Physical DC Microgrids

IEEE TRANSACTIONS ON SMART GRID, 11(6), 4637–4649.

By: Z. Cheng n & M. Chow n

author keywords: Microgrids; Energy management; Resilience; Optimization; Partial discharges; Linear programming; Cyber-physical system; distributed optimization; energy management system; false data injection attack; microgrid; and resilience
TL;DR: Under the R-CoDEMS framework, a reputation-based distributed attack detection and mitigation algorithm is also proposed to improve the system’s resilience against typical non-colluding and colluding false data injection attacks. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: December 11, 2020

2020 journal article

Robust Consensus-Based Distributed Energy Management for Microgrids With Packet Losses Tolerance

IEEE TRANSACTIONS ON SMART GRID, 11(1), 281–290.

By: J. Duan n & M. Chow n

author keywords: Consensus algorithm; energy management; distributed control; packet losses; smart grid
TL;DR: This paper shows the iterative calculation converges to an incorrect solution in the presence of packet losses, where the power supply could not meet with the demand, and proposes a corrective method to assure convergence to the right schedule. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: February 3, 2020

2020 journal article

The Physical Manifestation of Side Reactions in the Electrolyte of Lithium-Ion Batteries and Its Impact on the Terminal Voltage Response

BATTERIES-BASEL, 6(4).

By: B. Balagopal n & M. Chow n

author keywords: sensitivity; electrolyte; lithium ion battery; degradation; 4DM; terminal voltage; side reactions
Source: Web Of Science
Added: January 19, 2021

2019 journal article

A Distributed Model-Free Controller for Enhancing Power System Transient Frequency Stability

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 15(3), 1361–1371.

By: Y. Xu*, W. Zhang*, M. Chow n, H. Sun*, H. Gooi* & J. Peng*

author keywords: Adaptive fuzzy control (AFC); distributed control; model-free design; multiagent framework; and transient stability
TL;DR: A model-free fuzzy controller is proposed to enhance the transient and frequency stability of power systems and the convergence of the proposed distributed control approach is rigorously proved using the Graph theory and Lyapunov stability theory. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: March 25, 2019

2019 journal article

A Distributed and Resilient Bargaining Game for Weather-Predictive Microgrid Energy Cooperation

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 15(8), 4721–4730.

By: L. An n, J. Duan n, M. Chow n & A. Duel-Hallen n

author keywords: Bargaining game; distributed energy management; malicious users; microgrid security; residential cooperation; stochastic renewable generation (RG)
TL;DR: It is shown that the proposed game is resilient to malicious users’ attempts to avoid payment of their fair share of the overall bill. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: August 26, 2019

2019 journal article

A Novel Data Integrity Attack on Consensus-Based Distributed Energy Management Algorithm Using Local Information

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 15(3), 1544–1553.

By: J. Duan n & M. Chow n

author keywords: Consensus algorithm; data integrity attack; distributed control; energy management; power system security
TL;DR: By revealing such vulnerability of consensus-based applications to data integrity attack, this paper conveys the message that besides the efforts of designing novel distributed energy management algorithms to address the renewable energy integration challenges, it is equally important to protect the distributedEnergy management algorithms from possible malicious attacks to avoid potential economic losses. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: March 25, 2019

2019 journal article

A Resilient Consensus-Based Distributed Energy Management Algorithm Against Data Integrity Attacks

IEEE TRANSACTIONS ON SMART GRID, 10(5), 4729–4740.

By: J. Duan n & M. Chow n

author keywords: Consensus algorithm; distributed energy management; data integrity attack; neighborhood watch; resilience
TL;DR: The vulnerability of consensus-based distributed energy scheduling algorithm to data integrity attacks is addressed and a reputation-based neighborhood-watch mechanism is introduced to detect the false information and achieve optimal operating point in the presence of misbehaving controllers. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: September 16, 2019

2019 journal article

Compressive Sensing and Morphology Singular Entropy-Based Real-Time Secondary Voltage Control of Multiarea Power Systems

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 15(7), 3796–3807.

By: I. Khan*, Y. Xu*, S. Kar*, M. Chow n & V. Bhattacharjee*

author keywords: Compressive sensing (CS); morphological median filter (MMF); morphology singular entropy (MSE); power system; secondary voltage control (SVC)
TL;DR: An improved secondary voltage control methodology incorporating compressive sensing (CS) for a multiarea power system that minimizes the voltage deviation of the load buses while CS deals with the problem of the limited bandwidth capacity of the communication channel by reducing the size of massive data output from the phasor measurement unit (PMU) based monitoring system. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: July 29, 2019

2018 journal article

Distributed Adaptive Droop Control for Optimal Power Dispatch in DC Microgrid

IEEE Transactions on Industrial Electronics, 65(1), 778–789.

By: J. Hu*, J. Duan n, H. Ma* & M. Chow n

author keywords: DC microgrid; distributed algorithms; economical dispatch; optimization
TL;DR: The dynamic model is established and parameter selection guideline are given in this paper and a low-voltage dc-microgrid prototype platform is utilized to validate the effectiveness of the proposed control. (via Semantic Scholar)
Source: Crossref
Added: June 15, 2019

2018 conference paper

Effect of calendar ageing on SEI growth and its impact on electrical circuit model parameters in lithium ion batteries

2018 IEEE International Conference on Industrial Electronics for Sustainable Energy Systems (IESES), 32–37.

By: B. Balagopal n, C. Huang n & M. Chow n

Source: NC State University Libraries
Added: August 6, 2018

2018 conference paper

Experimental battery monitoring system design for electric vehicle applications

2018 IEEE International Conference on Industrial Electronics for Sustainable Energy Systems (IESES), 38–43.

By: S. Salamati n, C. Huang n, B. Balagopal n & M. Chow n

TL;DR: A systematic way to design an efficient hardware testbed for Battery Monitoring System (BMS) applications in Electric Vehicle (EV) industry following the standard industrial communication protocol is presented. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2018 article

Modeling, Control, and Integration of Energy Storage Systems in E-Transportation and Smart Grid

Baronti, F., Vazquez, S., & Chow, M.-Y. (2018, August). IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, Vol. 65, pp. 6548–6551.

By: F. Baronti*, S. Vazquez* & M. Chow n

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2018 journal article

To Centralize or to Distribute: That Is the Question A Comparison of Advanced Microgrid Management Systems

IEEE INDUSTRIAL ELECTRONICS MAGAZINE, 12(1), 6–24.

By: Z. Cheng n, J. Duan n & M. Chow n

TL;DR: The concept of the MGMS and state-of-the-art solutions regarding centralized and distributed MGMSs in the primary, secondary, and tertiary levels are discussed, from which a general tendency toward decentralization is observed. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2017 conference paper

A big data based deep learning approach for vehicle speed prediction

2017 IEEE 26th International Symposium on Industrial Electronics (ISIE), 389–394.

By: Z. Cheng n, M. Chow n, D. Jung* & J. Jeon*

TL;DR: A big data based deep learning vehicle speed prediction algorithm featuring big data analytics and Adaptive Neuro-Fuzzy Inference System (ANFIS) is presented in this paper, capable of accurately predicting vehicle speed for both freeway and urban traffic networks. (via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (OpenAlex)
Sources: NC State University Libraries, ORCID, NC State University Libraries
Added: August 6, 2018

2017 conference paper

Data integrity attack on consensus-based distributed energy management algorithm

2017 ieee power & energy society general meeting.

By: J. Duan n & M. Chow n

TL;DR: This paper demonstrates how a malicious attacker could manipulate the energy schedule result by sending out false information and misleading other devices in the system to lead to extra economic benefit for the attacker, while causing financial loss to the social welfare. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2017 conference paper

Data integrity attack on consensus-based load shedding algorithm for power systems

Iecon 2017 - 43rd annual conference of the ieee industrial electronics society, 7641–7646.

By: J. Duan n & M. Chow n

TL;DR: A novel data integrity attack on consensus-based load shedding algorithm is presented that by sending out elaborately falsified information during the consensus iterations, attackers could manipulate the system operating point to achieve selfish goals, e.g. loads remain being served under contingencies while shedding other loads. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2017 conference paper

Distributed multi-step power scheduling and cost allocation for cooperative microgrids

2017 ieee power & energy society general meeting, 1–5.

By: L. An n, J. Duan n, Y. Zhang n, M. Chow n & A. Duel-Hallen n

TL;DR: This work extends the previously proposed multi-step cooperative distributed energy scheduling (CoDES) algorithm to include both purchasing power from and selling the generated power to the main grid and model the microgrid as a multi-agent system where the agents act as players in a cooperative game. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: NC State University Libraries, NC State University Libraries, ORCID
Added: August 6, 2018

2017 conference paper

Effect of calendar aging on Li ion battery degradation and SOH

Iecon 2017 - 43rd annual conference of the ieee industrial electronics society, 7647–7652.

By: B. Balagopal n, C. Huang n & M. Chow n

TL;DR: The capacity degradation and the increase in the internal resistance of the battery is used to showcase the impact of calendar ageing on the State of Health of the lithium ion battery. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2017 conference paper

Li-ion battery parameter identification with low pass filter for measurement noise rejection

Proceedings of the ieee international symposium on industrial, 2075–2080.

By: C. Huang n, T. Chow* & M. Chow n

TL;DR: This algorithm can help with the identification of battery parameter that rejects measurement noise and maintains the accuracy of online battery parameter identification for future online model-based battery SOC/SOH estimation. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2017 journal article

Resilient Distributed Energy Management Subject to Unexpected Misbehaving Generation Units

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 13(1), 208–216.

By: W. Zeng n, Y. Zhang n & M. Chow n

author keywords: Economic dispatch; neighborhood-watch; resilient distributed energy management
TL;DR: A neighborhood-watch-based distributed energy management algorithm is proposed to guarantee the accurate control computation in solving the economic dispatch problem in the presence of compromised generation units and achieves the system resilience by performing a reliable distributed control without a central coordinator and allowing all the well-behaving generation units to reach the optimal operating point asymptotically. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2016 journal article

A Game Theory Approach to Energy Management of An Engine-Generator/Battery/Ultracapacitor Hybrid Energy System

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 63(7), 4266–4277.

author keywords: Battery; engine-generator; game theory; hybrid energy system (HES); multi-agent; ultracapacitor (UC)
TL;DR: Multi-agent modeling and a game theory-based control strategy are proposed and combined for the energy management of an example engine-generator/battery/ultracapacitor (UC) HES, and the following simulation and experimental results validate the game theory -based control and its real-time implementation. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
13. Climate Action (Web of Science)
Source: Web Of Science
Added: August 6, 2018

2016 journal article

A robust distributed system incremental cost estimation algorithm for smart grid economic dispatch with communications information losses

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 59, 315–324.

By: Y. Zhang n, N. Rahbari-Asr n & M. Chow n

author keywords: Consensus algorithm; Distributed energy management; Economic dispatch; Gossip algorithm; Multi-agent system; Information loss
TL;DR: A robust distributed system incremental cost estimation (RICE) algorithm is introduced to solve the Economic Dispatch Problem (EDP) in a smart grid environment in a distributed way considering communications information losses. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2016 conference paper

Accurate Thevenin's circuit-based battery model parameter identificaiton

Proceedings of the ieee international symposium on industrial, 274–279.

By: C. Huang n & M. Chow n

TL;DR: An algorithm to separate effective data and ineffective data is proposed by comparing the condition number, which can help identify correct parameters for future model-based battery monitoring and controlling. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2016 conference paper

An attack-resilient distributed DC optimal power flow algorithm via neighborhood monitoring

2016 ieee power and energy society general meeting (pesgm).

By: J. Duan n, W. Zeng n & M. Chow n

TL;DR: This paper proposed a resilient distributed DC-OPF algorithm against data integrity attacks by using a neighborhood monitoring scheme that is an efficient approach to deal with significant increasing amount of distributed energy resources (DERs) thanks to its flexibility and scalability. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2016 conference paper

Attack detection and mitigation for resilient distributed DC optimal power flow in the IoT environment

Proceedings of the ieee international symposium on industrial, 606–611.

By: J. Duan n, W. Zeng n & M. Chow n

TL;DR: This paper deals with the data integrity attack and develops an attack detection and mitigation method that could fit into the IoT environment to secure the distributed DC-OPF algorithm. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2016 conference paper

Consensus algorithm based adaptive droop control for DC microgrid

2016 IEEE 2nd Annual Southern Power Electronics Conference (SPEC).

By: J. Hu*, H. Ma* & M. Chow n

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2016 journal article

Consensus-based distributed scheduling for cooperative operation of distributed energy resources and storage devices in smart grids

IET Generation, Transmission & Distribution, 10(5), 1268–1277.

By: N. Rahbari-Asr n, M. Chow n & Y. Zhang n

TL;DR: This study proposes a fully distributed scheduling methodology based on discrete-time optimal control, primal-dual gradient descent, and consensus networks and shows that the algorithm is robust against communication link failures provided that the communications topology remains connected or reconnects after being disconnected. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, Crossref
Added: August 6, 2018

2016 conference paper

Cooperative distributed energy scheduling for storage devices and renewables with resiliency against intermittencies

Proceedings of the ieee international symposium on industrial, 612–617.

By: N. Rahbari-Asr n, Y. Zhang n & M. Chow n

TL;DR: The numerical results demonstrate that using the double layer structure, the system shows resiliency against intermittencies and the objective values track the optimal values. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2016 journal article

Day-Ahead Smart Grid Cooperative Distributed Energy Scheduling With Renewable and Storage Integration

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 7(4), 1739–1748.

By: Y. Zhang n, N. Rahbari-Asr n, J. Duan n & M. Chow n

author keywords: Distributed algorithms; energy loss; energy scheduling; renewable generation; storage efficiency; smart grid
TL;DR: A fully distributed algorithm is proposed to find the optimal dispatch schedule for a smart grid with renewable and energy storage integration, and each bus of the system is modeled as an agent by solely exchanging information with its neighbors. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2016 journal article

Distributed Real-Time Pricing Control for Large-Scale Unidirectional V2G With Multiple Energy Suppliers

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 12(5), 1953–1962.

By: N. Rahbari-Asr n, M. Chow n, J. Chen* & R. Deng*

author keywords: Consensus networks; demand response; distributed control; distributed optimization; Karush-Kuhn-Tucker (KKT) conditions; unidirectional V2G
TL;DR: A novel distributed approach for optimal management of unidirectional V2G in a fully distributed way considering multiple energy suppliers and vehicles and it converges to the global optimum despite the greedy behavior of the individuals is introduced. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2016 review

E-transportation: the role of embedded systems in electric energy transfer from grid to vehicle

[Review of ]. EURASIP JOURNAL ON EMBEDDED SYSTEMS.

author keywords: Battery management system; E-transportation; Electric vehicles; Energy storage system; Embedded systems
TL;DR: The conclusion is that transportation electrification cannot fully be realized without the inclusion of the recent advancements in embedded systems. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2016 conference paper

Effect of Anode Conductivity Degradation on the Thevenin Circuit Model of Lithium Ion Batteries

Proceedings of the iecon 2016 - 42nd annual conference of the ieee industrial electronics society, 2028–2033.

By: B. Balagopal n & M. Chow n

TL;DR: The procedure followed to develop the model in 3D and the features of this model, which can help identify the parameters that are important for battery degradation and will be invaluable for real-time and online estimation of SOH and SOF of the battery. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2016 conference paper

Microgrid cooperative distributed energy scheduling (CoDES) considering battery degradation cost

Proceedings of the ieee international symposium on industrial, 720–725.

By: Y. Zhang n & M. Chow n

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2016 journal article

Networked control and industrial applications

IEEE Transactions on Industrial Electronics, 63(2), 1203–1206.

By: J. Qiu*, H. Gao & M. Chow n

TL;DR: This Special Section is to present some up-to-date analysis and synthesis approaches to networked control systems and model uncertainties and nonlinearities between sensors, actuators and controllers. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: NC State University Libraries
Added: August 6, 2018

2016 journal article

Optimal Cooperative Charging Strategy for a Smart Charging Station of Electric Vehicles

IEEE TRANSACTIONS ON POWER SYSTEMS, 31(4), 2946–2956.

By: P. You, Z. Yang, M. Chow n & Y. Sun

author keywords: Benders decomposition; distributed optimization; dual decomposition; pricing
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2016 conference paper

Resilient cooperative distributed energy scheduling against data integrity attacks

Proceedings of the iecon 2016 - 42nd annual conference of the ieee industrial electronics society, 4941–4946.

By: J. Duan n, W. Zeng n & M. Chow n

TL;DR: The cooperative distributed energy scheduling (CoDES) algorithm is extended to improve its resilience against data integrity attacks and a distributed attack detection algorithm is developed to verify the state of neighboring devices without infringing their private information. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2016 article

Special Section on Networked Energy Systems: Architectures, Communication, and Management

Ma, C., Chow, M.-Y., Razik, H., & Khaligh, A. (2016, October). IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, Vol. 12, pp. 1896–1899.

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2016 article

Special Section on New Trends in Control and Filtering of Networked Systems

Han, Q.-L., Chow, M.-Y., & Fuertes, J. M. (2016, October). IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, Vol. 12, pp. 1736–1739.

By: Q. Han*, M. Chow n & J. Fuertes*

TL;DR: The aim of this special section is to provide a timely discussion on technical trends and challenges of some classical and emerging issues, such as networked control and filtering, fault detection and tolerant control, event-triggered control, security control, distributed control, sensor networks, and real-time network protocol design, over networks with resource constraints for industrial systems. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2015 journal article

A Survey on Demand Response in Smart Grids: Mathematical Models and Approaches

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 11(3), 570–582.

By: R. Deng, Z. Yang, M. Chow n & J. Chen

author keywords: Convex optimization; demand response; game theory; renewable energy; smart grid
TL;DR: This survey comprehensively explores the means/tariffs that the power utility takes to incentivize users to reschedule their energy usage patterns and outlines the potential challenges and future research directions in the context of demand response. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2015 journal article

A non-uniform multi-rate control strategy for a Markov chain-driven Networked Control System

Information Sciences, 321, 31–47.

By: Á. Cuenca n, U. Ojha*, J. Salt* & M. Chow*

author keywords: Networked Control System; Unmanned ground vehicle; Network delay; Packet disorder; Multi-rate control system; PID controller
TL;DR: A non-uniform multi-rate control strategy is applied to a kind of Networked Control System (NCS) where a wireless path tracking control for an Unmanned Ground Vehicle (UGV) is carried out to face time-varying network-induced delays and to avoid packet disorder. (via Semantic Scholar)
Sources: Web Of Science, Crossref
Added: August 6, 2018

2015 conference paper

A resilient distributed energy management algorithm for economic dispatch in the presence of misbehaving generation units

2015 Resilience Week (RSW), 12–16.

By: W. Zeng, Y. Zhang & M. Chow

Source: NC State University Libraries
Added: August 6, 2018

2015 journal article

Condition Monitoring, Diagnosis, Prognosis, and Health Management for Wind Energy Conversion Systems

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 62(10), 6533–6535.

By: W. Qiao*, P. Zhang* & M. Chow n

TL;DR: The articles in this special section focus on condition monitoring, diagnosis, prognosis, and information management to reduce the downtime and the maintenance cost, and to improve the reliability, capacity factor, and lifespan of wind energy conversion systems. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2015 conference paper

Cooperative distributed scheduling for storage devices in microgrids using dynamic KKT multipliers and consensus networks

2015 ieee power & energy society general meeting.

By: N. Rahbari-Asr n, Y. Zhang n & M. Chow n

TL;DR: A novel algorithm that can optimally schedule the storage devices in a microgrid solely through peer-to-peer coordination of devices with their neighbors without using a central controller is introduced. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2015 journal article

Distributed Real-Time Demand Response in Multiseller-Multibuyer Smart Distribution Grid

IEEE TRANSACTIONS ON POWER SYSTEMS, 30(5), 2364–2374.

By: R. Deng*, Z. Yang*, F. Hou*, M. Chow n & J. Chen*

author keywords: Dual decomposition; optimization; smart grid; supply and demand
TL;DR: A distributed real-time demand response algorithm to determine each user's demand and each utility company's supply simultaneously simultaneously is proposed and privacy is guaranteed because no entity needs to reveal or exchange private information. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2015 conference paper

Distributed optimal generation dispatch considering transmission losses

2015 north american power symposium (naps).

By: Y. Zhang n & M. Chow n

TL;DR: A Cooperative Distributed Optimal Dispatch (CDOD) algorithm is proposed to solve the DCOPFL problem in a distributed manner and is verified to have the smallest approximation error comparing with DCOPF and economic dispatch considering transmission losses by taking ACOPF solution as reference. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2015 conference paper

Distributed real-time demand response in multiseller"Cmultibuyer smart distribution grid

2015 ieee power & energy society general meeting.

By: R. Deng*, Z. Yang*, F. Hou*, M. Chow n & J. Chen*

TL;DR: A distributed real-time demand response algorithm to determine each user's demand and each utility company's supply simultaneously simultaneously is proposed and privacy is guaranteed because no entity needs to reveal or exchange private information. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2015 conference paper

Economic benefits of plug-in electric vehicles using V2G for grid performance-based regulation service

Iecon 2015 - 41st annual conference of the ieee industrial electronics society, 4322–4327.

By: W. Zeng n, J. Gibeau* & M. Chow n

TL;DR: A comprehensive daily economic benefit model for the PEV is formulated to analyze its costs and revenues of adopting unidirectional and bidirectional V2G technologies to provide grid performance-based regulation (PBR) services. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2015 conference paper

Economic impact of data integrity attacks on distributed DC optimal power flow algorithm

2015 north american power symposium (naps).

By: J. Duan n, W. Zeng n & M. Chow n

TL;DR: The economic impact of the data integrity attack to distributed DC-OPF algorithms is studied and it is demonstrated how a malicious generator could gain more economic profit by compromising the distributed controller of its bus, modifying the information sent to neighboring buses and manipulating the power dispatch commands. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2015 conference paper

Green city: A low-cost testbed for distributed control algorithms in smart grid

Iecon 2015 - 41st annual conference of the ieee industrial electronics society, 1948–1953.

By: A. Becerra*, W. Zeng n, M. Chow n & J. Rodriiuez-Andina

TL;DR: The Green City (GC) testbed is proposed as a suitable platform for both control theory researchers in Smart Grid, and for engineering education, allowing students to learn through hands-on experiences. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2015 article

Guest Editorial New Trends of Demand Response in Smart Grids

Yang, Z., Chow, M.-Y., Hu, G., & Zhang, Y. (2015, December). IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, Vol. 11, pp. 1505–1508.

By: Z. Yang*, M. Chow n, G. Hu* & Y. Zhang*

TL;DR: The papers in this special section focus on technological and system developments in designing power grids, which are able to improve the efficiency, reliability, economics, and sustainability of power generation, distribution, and utilization. (via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2015 conference paper

Incorporating big data analysis in speed profile classification for range estimation

Proceedings 2015 ieee international conference on industrial informatics (indin), 1290–1295.

By: H. Rahimi-Eichi n, P. Jeon, M. Chow n & T. Yeo

TL;DR: This paper implements and compares different techniques for speed profile generation and adds the big data analysis classification results to especially improve the performance of the Markov Chain approach. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2015 journal article

Joint Scheduling of Large-Scale Appliances and Batteries Via Distributed Mixed Optimization

IEEE TRANSACTIONS ON POWER SYSTEMS, 30(4), 2031–2040.

By: Z. Yang, K. Long, P. You & M. Chow n

author keywords: Benders decomposition; demand-side management; distributed mixed optimization; Lagrangian relaxation
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2015 conference paper

Joint scheduling of large-scale appliances and batteries via distributed mixed optimization

2015 ieee power & energy society general meeting.

By: Z. Yang, K. Long, P. You & M. Chow

Source: NC State University Libraries
Added: August 6, 2018

2015 conference paper

Load scheduling with price uncertainty and temporally-coupled constraints in smart grids

2015 ieee power & energy society general meeting, 29(6), 2823–2834.

By: R. Deng*, Z. Yang*, J. Chen* & M. Chow n

TL;DR: This work proposes dual decomposition and stochastic gradient to solve the primal problem, which is firstly dually decomposed into a series of separable subproblems, and then the price uncertainty in each subproblem is addressed by stochastically gradient based on the statistical knowledge of future prices. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2015 conference paper

Online convergence factor tuning for robust cooperative distributed economic dispatch

2015 ieee power & energy society general meeting.

By: Y. Zhang, N. Asr n & M. Chow n

TL;DR: This paper provides a distributed online approach to tune a certain parameter of the algorithm called “convergence factor” using only local information to assure the algorithm is stable and the system will become stable. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2015 conference paper

The state of the art approaches to estimate the state of health (SOH) and state of function (SOF) of lithium ion batteries

Proceedings 2015 ieee international conference on industrial informatics (indin), 1302–1307.

By: B. Balagopal n & M. Chow n

TL;DR: The concept of SOF and its relationship with SOC, SOH and temperature are discussed along with the commonly used techniques to estimate the SOF of the battery. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2014 journal article

A Reputation-Based Secure Distributed Control Methodology in D-NCS

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 61(11), 6294–6303.

By: W. Zeng n & M. Chow n

author keywords: Distributed networked control systems (D-NCSs); multirobot system; secure distributed control
TL;DR: A reputation-based secure distributed control methodology with built-in defense is proposed to achieve accurate consensus computation in the presence of misbehaving robots. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Advanced distributed control of energy conversion devices and systems

IEEE Transactions on Energy Conversion, 29(4), 819–822.

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2014 journal article

Cooperative Distributed Demand Management for Community Charging of PHEV/PEVs Based on KKT Conditions and Consensus Networks

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 10(3), 1907–1916.

By: N. Rahbari-Asr n & M. Chow n

author keywords: Consensus algorithms; decentralized control; demand side management; Karush-Kuhn-Tucker (KKT) conditions; plug-in electric vehicle (PEV); plug-in hybrid electric vehicle (PHEV)
TL;DR: A novel cooperative distributed algorithm for charging control of PHEVs/PEVs that solves the constrained nonlinear optimization problem using Karush-Kuhn-Tucker conditions and consensus networks in a distributed fashion and eliminates the need for a central energy management/coordination unit. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Field-Programmable System-on-Chip for Localization of UGVs in an Indoor iSpace

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 10(2), 1033–1043.

By: J. Rodriguez-Araujo*, J. Rodriguez-Andina*, J. Farina* & M. Chow n

author keywords: FPGA; image processing; indoor localization; intelligent space (iSpace); mobile robot; pose estimation; system-on-chip
TL;DR: A novel distributed FPGA-based embedded image processing system for accurate and fast simultaneous estimation of the position and orientation of remotely controlled vehicles in indoor spaces based on a network of distributed image processing nodes, which minimize the amount of data to be transmitted through communication networks. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2014 article

Guest Editorial: Special Section on Information and Control Technologies in the Electrification of Transportation

Chow, M.-Y., Baronti, F., Williamson, S. S., & Ma, C. (2014, August). IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, Vol. 10, pp. 1904–1906.

By: M. Chow n, F. Baronti*, S. Williamson* & C. Ma*

TL;DR: This Special Section on “Information and Control Technologies in the Electrification of Transportation” is focused on the development, adoption, and application of information and control technologies for transportation electrification. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Incremental Welfare Consensus Algorithm for Cooperative Distributed Generation/Demand Response in Smart Grid

IEEE TRANSACTIONS ON SMART GRID, 5(6), 2836–2845.

By: N. Rahbari-Asr n, U. Ojha*, Z. Zhang* & M. Chow n

author keywords: Distributed algorithms; distributed control; energy management; optimization methods
TL;DR: The incremental welfare consensus algorithm is distributed and cooperative such that it eliminates the need for a central energy-management unit, central price coordinator, or leader, and convergence to the global optimum without requiring a central controller/coordinator or leader. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Online Adaptive Parameter Identification and State-of-Charge Coestimation for Lithium-Polymer Battery Cells

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 61(4), 2053–2061.

author keywords: Battery modeling; observer; open-circuit voltage; parameter identification; piecewise linearization; state-of-charge (SOC) estimation
TL;DR: The moving window least squares parameter-identification technique was validated by both data obtained from a simulated battery model and experimental data and the necessity of updating the parameters is evaluated using observers with updating and nonupdating parameters. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Residential Energy Consumption Scheduling: A Coupled-Constraint Game Approach

IEEE TRANSACTIONS ON SMART GRID, 5(3), 1340–1350.

By: R. Deng*, Z. Yang*, J. Chen*, N. Asr n & M. Chow n

author keywords: Dual decomposition; energy consumption scheduling; game theory
TL;DR: Numerical results demonstrate that the proposed approach can effectively shift the peak-hour demand to off-peak hours, enhance the welfare of each user, and minimize the peak the-to-average ratio. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Resilient Distributed Control in the Presence of Misbehaving Agents in Networked Control Systems

IEEE TRANSACTIONS ON CYBERNETICS, 44(11), 2038–2049.

By: W. Zeng n & M. Chow n

author keywords: Consensus network; networked control systems (NCS); reputation system; resilient distributed control
TL;DR: A reputation-based resilient distributed control algorithm is first proposed for the leader-follower consensus network and extended to the leaderless consensus network by introducing and adding two recovery schemes into the current framework to guarantee the accurate convergence of the well-behaving agents in NCS. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2013 conference paper

Adaptive online battery parameters/SOC/capacity co-estimation

2013 IEEE Transportation Electrification Conference and Expo (ITEC).

By: H. Rahimi-Eichi n & M. Chow n

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2013 chapter

Batteries

In G. M. Crawley (Ed.), The World Scientific Handbook of Energy (pp. 405–426). Singapore: World Scientific Publishing Company Inc. and Imperial College Press.

By: H. Rahimi-Eichi & M. Chow

Ed(s): G. Crawley

Source: NC State University Libraries
Added: August 14, 2021

2013 journal article

Battery Management System An Overview of Its Application in the Smart Grid and Electric Vehicles

IEEE INDUSTRIAL ELECTRONICS MAGAZINE, 7(2), 4–16.

By: H. Rahimi-Eichi n, U. Ojha n, F. Baronti* & M. Chow n

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2013 conference paper

Consensus-based distributed energy management with real-time pricing

2013 ieee power and energy society general meeting (pes).

By: N. Asr n, Z. Zhang n & M. Chow n

TL;DR: A novel distributed approach to deal with energy management in the smart grid under dispatchable distributed generators and responsive loads using real-time pricing (RTP) and consensus networks to maximize the social welfare. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2013 conference paper

Convergence and recovery analysis of the secure distributed control methodology for D-NCS

2013 IEEE International Symposium on Industrial Electronics (ISIE).

By: W. Zeng n & M. Chow n

TL;DR: This work continues the work on a proposed secure distributed control methodology that is capable of performing a secure consensus computation in D-NCS in the presence of misbehaving agents, and extends the methodology to the leaderless consensus network. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2013 conference paper

Distributed energy management under smart grid plug-and-play operations

2013 ieee power and energy society general meeting (pes).

By: Z. Zhang n, Y. Zhang n & M. Chow n

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

Modeling and Optimizing the Performance-Security Tradeoff on D-NCS Using the Coevolutionary Paradigm

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 9(1), 394–402.

By: W. Zeng n & M. Chow n

author keywords: Coevolutionary genetic algorithm (CGA); distributed networked control systems (D-NCS); iSpace
TL;DR: A paradigm of the performance-security tradeoff optimization based on the coevolutionary genetic algorithm (CGA) for D-NCS is proposed and the results of the simulation show that the CGA can efficiently find the optimal values in a performance- security tradeoff model for D -NCS. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2013 conference paper

Network cooperative distributed pricing control system for large-scale optimal charging of PHEVs/PEVs

39th annual conference of the ieee industrial electronics society (iecon 2013), 6148–6153.

By: N. Rahbari-Asr*, M. Chow*, Z. Yang & J. Chen

TL;DR: This paper introduces a novel decentralized network cooperative approach for controlling the PHEV/PEV charging rates, where each charging station acts as a local retailer of energy, selling the power to the plugged in vehicle while coordinating the price with its neighbors. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2013 conference paper

Network coordinated distributed demand management for optimal large-scale charging of PHEVs/PEVs

2013 ieee power and energy society general meeting (pes).

By: N. Asr n & M. Chow n

TL;DR: In this paper, a novel network distributed algorithm for optimal charging of PHEVs/PEVs within a consensus algorithm framework is developed and the need for a central control unit is eliminated. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2013 conference paper

Sensitivity Analysis of Lithium-Ion Battery Model to Battery Parameters

39th annual conference of the ieee industrial electronics society (iecon 2013), 6794–6799.

By: H. Rahimi-Eichi n, B. Balagopal n, M. Chow n & T. Yeo*

TL;DR: The terminal voltage is used as the output and the sensitivity analysis is analyzed to investigate the effect of changes in the parameters on the battery model and validate the analysis by comparing it with the simulation results. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2012 journal article

A Survey on the Electrification of Transportation in a Smart Grid Environment

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 8(1), 1–10.

By: W. Su n, H. Rahimi-Eichi n, W. Zeng n & M. Chow n

author keywords: Battery; charging infrastructure; communication; electric vehicle (EV); energy management; plug-in electric vehicle (PEV); plug-in hybrid electric vehicle (PHEV); smart grid; vehicle-to-grid (V2G)
TL;DR: This paper presents a future perspective of industrial information technologies to accelerate the market introduction and penetration of advanced electric drive vehicles and provides a comprehensive survey of the EVs in the field of industrial informatics systems. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2012 conference paper

Adaptive Parameter Identification and State-of-Charge Estimation of Lithium-Ion Batteries

38th annual conference on ieee industrial electronics society (iecon 2012), 4012–4017.

By: H. Rahimi-Eichi n & M. Chow n

TL;DR: The correlation between the SOC estimation error and the observability criterion for the battery model, which is directly related to the slope of the VOC- SOC curve is investigated. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2012 conference paper

Auction-based energy management system of a large-scale PHEV municipal parking deck

2012 IEEE Energy Conversion Congress and Exposition (ECCE), 1811–1818.

By: H. Rahimi-Eichi n & M. Chow n

TL;DR: Considering PHEVs as price-taker bidders, the auction theory method is applied to solve the PHEV parking lot optimization problem for 10 vehicles, as a small example, and then for a large number of vehicles, and compared to the Particle Swarm Optimization as a well-known population-based optimization method. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2012 conference paper

CGA based performance-security trade-off optimization in a networked DC motor system

2012 IEEE International Symposium on Industrial Electronics (ISIE), 1834–1839.

By: W. Zeng n & M. Chow n

TL;DR: This paper presents a trade-off model for performance and security on NCS using a networked DC Motor system as an example and proposes a framework of performance-security trade-offs optimization based on Coevolutionary Genetic Algorithm (CGA). (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2012 journal article

Computational intelligence-based energy management for a large-scale PHEV/PEV enabled municipal parking deck

Applied Energy, 96, 171–182.

By: W. Su n & M. Chow n

author keywords: Plug-in Hybrid Electric Vehicle (PHEV); Plug-in Electric Vehicle (PEV); Electric Vehicle (EV); Smart Grid; Estimation of Distribution Algorithm (EDA); Particle Swarm Optimization (PSO)
TL;DR: A suite of computational intelligence-based algorithms for optimally managing a large number of PHEVs/PEVs charging at a municipal parking station is proposed and implemented and characterized using a Matlab simulation. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Crossref
Added: June 15, 2019

2012 journal article

Convergence Analysis of the Incremental Cost Consensus Algorithm Under Different Communication Network Topologies in a Smart Grid

IEEE TRANSACTIONS ON POWER SYSTEMS, 27(4), 1761–1768.

By: Z. Zhang n & M. Chow n

author keywords: Distributed control; economic dispatch; leader-follower consensus; multi-agent system; smart grid
TL;DR: The mathematical formulation of the incremental cost consensus algorithm, which is able to solve the conventional centralized economic dispatch problem in a distributed manner, and the results of several case studies show that the difference between network topologies will influence the convergence rate of the ICC algorithm. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2012 conference paper

Framework for Investigating the Impact of PHEV Charging on Power Distribution System and Transportation Network

38th annual conference on ieee industrial electronics society (iecon 2012), 4735–4740.

By: W. Su n, J. Wang*, K. Zhang* & M. Chow n

TL;DR: This paper consolidates the modeling and simulation of power distribution system and transportation network in order to assess the emerging electric vehicle technologies and proposes a comprehensive co-modeling/simulation framework for investigating the impact of the electrification of transportation in the real world. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2012 conference paper

Gene library for real-time monitoring of large scale time-sensitive systems

2012 IEEE International Symposium on Industrial Electronics (ISIE), 1535–1540.

By: U. Ojha n, N. Asr n & M. Chow n

TL;DR: A gene library was created that eliminated the need to perform heavy computations (solving second order differential equation) while still maintaining the accuracy of prediction to +/- 4% of the actual value in the normal operating range. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2012 conference paper

Modeling and analysis of battery hysteresis effects

2012 IEEE Energy Conversion Congress and Exposition (ECCE), 4479–4486.

By: H. Eichi n & M. Chow n

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2012 conference paper

Modeling and online parameter identification of Li-polymer battery cells for SOC estimation

2012 IEEE International Symposium on Industrial Electronics (ISIE), 1336–1341.

TL;DR: An equivalent circuit based battery model with nonlinear relationship between the open circuit voltage (VOC) and the SOC is projected into several piece-wise linear functions to estimate the SOC of the battery. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2012 journal article

Optimal Tradeoff Between Performance and Security in Networked Control Systems Based on Coevolutionary Algorithms

IEEE Transactions on Industrial Electronics, 59(7), 3016–3025.

By: W. Zeng n & M. Chow n

author keywords: Coevolutionary genetic algorithm (CGA); networked control systems (NCS); networked DC motor system
TL;DR: A framework of performance-security tradeoff optimization based on coevolutionary genetic algorithm (CGA) for the networked DC motor system is presented and experiments show that CGA is highly efficient in finding the Nash equilibrium for the tradeoff model on NCS. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Crossref
Added: June 15, 2019

2012 conference paper

Sampling Rate Selection Influences on Incremental Cost Consensus Algorithm in Decentralized Economic Dispatch

38th annual conference on ieee industrial electronics society (iecon 2012), 1410–1415.

By: X. Ying n & M. Chow n

TL;DR: The mathematical formulation of the hybrid system is presented and the selection of a proper sampling rate is discussed and the results of the case studies are presented to show the convergence performance of a hybrid system under different sampling rate choices. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2012 conference paper

Secure distributed control in unreliable D-NCS

2012 IEEE International Symposium on Industrial Electronics (ISIE), 1858–1863.

By: W. Zeng n, M. Chow n & P. Ning n

TL;DR: This paper considers the case of formation control in a multi-robot system using the linear consensus algorithm, and it model the malicious attack as an exogenous input that compromises the behavior of a single robot in this multi- robot system. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2011 conference paper

A trade-off model for performance and security in secured networked control systems

2011 IEEE International Symposium on Industrial Electronics (ISIE).

By: W. Zeng n & M. Chow n

TL;DR: A trade-off model for system dynamic performance and system security can be used to adapt security configurations to provide sufficient protection and satisfy real-time dynamic performance requirements of the NCS simultaneously. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Cause-Effect Modeling and Spatial-Temporal Simulation of Power Distribution Fault Events

IEEE TRANSACTIONS ON POWER SYSTEMS, 26(2), 794–801.

By: Y. Cai n & M. Chow n

author keywords: Discrete event simulation; fault diagnosis; fuzzy systems; power distribution faults; power system simulation; system modeling
TL;DR: A framework for modeling and simulating fault events in power distribution systems based on environmental factors and the cause-effect relationships among them and a hierarchical fuzzy inference system is built to infer the probability of faults in the simulated environments is proposed. (via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2011 journal article

Gain-Scheduling-Based State Feedback Integral Control for Networked Control Systems

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 58(6), 2465–2472.

By: H. Li*, Z. Sun*, M. Chow n & F. Sun*

author keywords: Gain scheduling; networked control systems (NCSs); packet loss; time delay
TL;DR: This paper presents a new controller design method for networked control systems (NCSs), where an integral action is introduced to address the nonzero disturbance issue, and a gain scheduling strategy is employed to improve the control performance of NCSs. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2011 conference paper

Gene libraries for a next generation warning system in intelligent transportation

Iecon 2011: 37th annual conference on ieee industrial electronics society, 2376–2381.

By: U. Ojha n & M. Chow n

TL;DR: It is shown that gene libraries are capable of reducing the complexity of the problem by storing only the relevant information and a formulation for next generation warning system within the framework of gene libraries is proposed and simulations are presented that compare this approach with fuzzy inference system. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2011 conference paper

Incremental cost consensus algorithm in a smart grid environment

2011 ieee power and energy society general meeting.

By: Z. Zhang n & M. Chow n

TL;DR: This paper presents a novel approach to solve the economic dispatch problem by selecting the incremental cost of each generation unit as the consensus variable, and is able to solves the conventional centralized control problem in a distributed manner. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2011 conference paper

Performance evaluation of A PHEV parking station using particle swarm optimization

2011 ieee power and energy society general meeting.

By: W. Su n & M. Chow n

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2011 conference paper

Sensitivity analysis on battery modeling to large-scale PHEV/PEV charging algorithms

Iecon 2011: 37th annual conference on ieee industrial electronics society.

By: W. Su n & M. Chow n

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2011 conference paper

The leader election criterion for decentralized economic dispatch using incremental cost consensus algorithm

Iecon 2011: 37th annual conference on ieee industrial electronics society.

By: Z. Zhang n & M. Chow n

TL;DR: The mathematical formulation of the ICC algorithm, which is able to solve the conventional centralized economic dispatch problem in a distributed manner, and the results of several case studies are presented to show that the difference between network topologies will influence the convergence rate of the algorithm. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

A Delay-Tolerant Potential-Field-Based Network Implementation of an Integrated Navigation System

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 57(2), 769–783.

By: R. Gupta n, A. Masoud* & M. Chow n

author keywords: Harmonic potential field (HPF); intelligent space (iSpace); network-based integrated navigation system
TL;DR: This paper focuses on finding compatible controller components that can be integrated via a host structure in a manner that makes it possible to network, in real-time, a webcam, an unmanned ground vehicle (UGV), and a remote computer server along with the necessary operator software interface. (via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 article

Comprehensive Dynamic Battery Modeling for PHEV Applications

IEEE POWER AND ENERGY SOCIETY GENERAL MEETING 2010.

By: H. Zhang n & M. Chow n

author keywords: Electric battery model; plug-in hybrid electric; vehicle (PHEV); battery relaxation effect; accuracy analysis; computational complexity analysis; multi-objective optimization
TL;DR: To select an appropriate battery model for a certain PHEV application is formulated as a multi-objective optimization problem balancing between the model accuracy and the computational complexity within the constraints set by the minimum accuracy required and the maximum computational time allowed. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2010 conference paper

Evaluation of distribution fault diagnosis algorithms using ROC curves

Ieee power and energy soceity general meeting 2010.

By: Y. Cai n, M. Chow n, W. Lu n & L. Li n

TL;DR: Experimental results show that AIRS performs best most of the time and ANN is potentially a good algorithm with a proper decision threshold, and the application of Receiver Operating Characteristic (ROC) curves in evaluating distribution fault diagnosis performance. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

MULTI-LEVEL OPTIMIZATION OF NEGATIVE SELECTION ALGORITHM DETECTORS WITH APPLICATION IN MOTOR FAULT DETECTION

INTELLIGENT AUTOMATION AND SOFT COMPUTING, 16(3), 353–375.

By: X. Gao, S. Ovaska, X. Wang & M. Chow*

author keywords: Artificial Immune Systems (AIS); Negative Selection Algorithm (NSA); Genetic Algorithms (GA); Clonal Selection Algorithm (CSA); optimization; anomaly detection; motor fault detection
TL;DR: A novel amulti-level optimization strategy for the Negative Selection Algorithm detectors is proposed, based on both the Genetic Algorithms (GA) and clonal selection principle, to achieve the best fault detection performance. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2010 conference paper

Microgrid planning and operation: solar energy and wind energy

Ieee power and energy soceity general meeting 2010.

By: W. Su n, Z. Yuan* & M. Chow n

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Networked Control System: Overview and Research Trends

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 57(7), 2527–2535.

By: R. Gupta n & M. Chow n

author keywords: Networked control system (NCS); overview; research trends; survey
TL;DR: The NCS and its different forms are introduced and discussed, and different fields and research arenas such as networking technology, network delay, network resource allocation, scheduling, network security in real-time NCSs, integration of components on a network, fault tolerance, etc. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018

2010 journal article

Special Issue on Artificial Immune Systems: Theory and Applications

Neural Computing and Applications, 19(4), 647–647.

By: X. Gao, M. Chow*, D. Pelta & J. Timmis

TL;DR: This special issue focuses on presenting the latest work in the theory and applications of artificial immune systems, an emerging kind of soft computing paradigm inspired by the natural immune systems. (via Semantic Scholar)
Source: Crossref
Added: April 4, 2021

2010 journal article

Statistical Feature Selection From Massive Data in Distribution Fault Diagnosis

IEEE Transactions on Power Systems, 25(2), 642–648.

By: Y. Cai n, M. Chow n, W. Lu n & L. Li n

author keywords: Akaike's information criteria; classification; fault cause identification; feature selection; hypothesis test; LASSO; logistic regression; power distribution systems; smart grid; stepwise regression
TL;DR: This paper reviews two popular feature selection methods, compares fault diagnosis performance by accuracy, probability of detection and false alarm ratio, and introduces another two: 3) stepwise selection by Akaike's Information Criterion, and 4) LASSO/ALASSO. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Crossref
Added: June 20, 2019

2010 article

Theory and applications of artificial immune systems

Gao, X.-Z., Chow, M.-Y., Pelta, D., & Timmis, J. (2010, November). NEURAL COMPUTING & APPLICATIONS, Vol. 19, pp. 1101–1102.

TL;DR: This special issue on the artificial immune systems is dedicated to the latest work in the theory and applications in this exciting area and proposes a new multi-objective optimization technique, namely omni-aiNet, in the reconstruction of phylogenetic trees. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2009 journal article

Clonal optimization-based negative selection algorithm with applications in motor fault detection

NEURAL COMPUTING & APPLICATIONS, 18(7), 719–729.

By: X. Gao, S. Ovaska, X. Wang & M. Chow n

TL;DR: The clonal optimization method is employed to optimize the Negative Selection Algorithm and clonal selection method to optimize these detectors so that the best anomaly detection performance can be achieved. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2009 journal article

EDA-Based Speed Control of a Networked DC Motor System With Time Delays and Packet Losses

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 56(5), 1727–1735.

By: H. Li n, M. Chow n & Z. Sun*

author keywords: Estimation of Distribution Algorithm (EDA); networked control systems (NCSs); packet loss; time delay
TL;DR: An output tracking controller design method is proposed, where the estimation of distribution algorithm is used to optimize the control parameters to improve the system control performance. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2009 conference paper

Evaluation of ZigBee communication platform for controlling the charging of PHEVs at a municipal parking deck

2009 ieee vehicle power and propulsion conference, vols 1-3, 1049–1052.

By: P. Kulshrestha, K. Swaminathan, M. Chow & S. Lukic

Source: NC State University Libraries
Added: August 6, 2018

2009 conference paper

Exploratory analysis of massive data for distribution fault diagnosis in smart grids

2009 ieee power & energy society general meeting, vols 1-8, 2131–2136.

By: Y. Cai & M. Chow

Source: NC State University Libraries
Added: August 6, 2018

2009 chapter

Fuzzy Logic Based Control

In IEEE Industrial Electronics Handbook. New York: IEEE.

By: M. Chow

Source: NC State University Libraries
Added: August 14, 2021

2009 conference paper

Intelligent energy management system simulator for PHEVs at municipal parking deck in a smart grid environment

2009 ieee power & energy society general meeting, vols 1-8, 2157–2162.

By: P. Kulshrestha, L. Wang, M. Chow & S. Lukic

Source: NC State University Libraries
Added: August 6, 2018

2009 article

Introduction to the Focused Section on Mechatronics in Multirobot Systems

Chow, M.-Y., Chiaverini, S., & Kitts, C. (2009, April). IEEE-ASME TRANSACTIONS ON MECHATRONICS, Vol. 14, pp. 133–140.

By: M. Chow n, S. Chiaverini* & C. Kitts*

TL;DR: This Focused Section includes ten papers that cover advances in mechatronics that are applicable to multirobot systems and highlights of related articles published in previous issues of the IEEE/ASME Transactions on Mechatronics. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2009 journal article

Optimal Stabilizing Gain Selection for Networked Control Systems With Time Delays and Packet Losses

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 17(5), 1154–1162.

By: H. Li n, M. Chow n & Z. Sun*

author keywords: Estimation of distribution algorithm (EDA); networked control systems (NCSs); packet loss; time delay
TL;DR: This brief addresses the optimal-stabilization problem for networked control systems (NCSs) with time delays and packet losses, and a controller design method with both system stability and control performance taken into account is proposed. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2009 article

Predictive Constrained Gain Scheduling For UGV Path Tracking in a Networked Control System

2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, pp. 1935–1940.

By: B. Klingenberg n, U. Ojha n & M. Chow n

TL;DR: This paper presents a predictive gain scheduler for path tracking control in a networked control system with variable delay that uses path specific characteristics to evaluate the effectiveness of each generated control signal. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2009 journal article

State feedback stabilisation of networked control systems

IET CONTROL THEORY AND APPLICATIONS, 3(7), 929–940.

By: H. Li n, M. Chow n & Z. Sun*

UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2008 journal article

A neural networks-based negative selection algorithm in fault diagnosis

NEURAL COMPUTING & APPLICATIONS, 17(1), 91–98.

author keywords: artificial immune systems; negative selection algorithm; neural networks; anomaly detection; fault diagnosis
TL;DR: A novel neural networks-based negative selection algorithm based on neural networks training has the distinguishing capability of adaptation, which is well suited for handling dynamical problems. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2008 journal article

On the use of a lower sampling rate for broken rotor bar detection with DTFT and AR-based spectrum methods

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 55(3), 1421–1434.

By: B. Ayhan n, H. Trussell n, M. Chow n & M. Song*

author keywords: broken rotor bar; fault diagnosis; induction motors; motor current signature analysis (MCSA); spectral analysis
TL;DR: This paper has demonstrated with experimental results that the use of a lower sampling rate with a digital notch filter is feasible for MCSA in broken rotor bar detection with discrete-time Fourier transform and autoregressive-based spectrum methods. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2008 chapter

Overview of Networked Control Systems

In F.-Y. Wang & D. Liu (Eds.), Networked Control Systems: Theory and Applications.

By: R. Gupta n & M. Chow n

Ed(s): F. Wang & D. Liu

TL;DR: The history of NCS, different advantages of having such systems, and the insight to different challenges which come with building efficient, stable and secure NCS are given. (via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Source: NC State University Libraries
Added: August 14, 2021

2008 chapter

Power Distribution System Fault Diagnosis Using Hybrid Algorithm of Fuzzy Classification and Artificial Immune Systems

In Soft Computing Applications in Industry (pp. 357–372).

By: L. Xu* & M. Chow n

TL;DR: Effective identification of either the cause or the location of the outage can provide valuable information to expedite the restoration procedure, and improve the system availability and reliability. (via Semantic Scholar)
Source: Crossref
Added: June 15, 2019

2008 journal article

Predictive observer-based control for networked control systems with network-induced delay and packet dropout

Asian Journal of Control, 10(6), 638–650.

By: H. Li, Z. Sun, H. Liu & M. Chow

Source: NC State University Libraries
Added: August 6, 2018

2008 journal article

Predictive observer-based control for networked control systems with network-induced delay and packet dropout

Asian Journal of Control, 10(6), 638–650.

By: H. Li*, Z. Sun*, H. Liu* & M. Chow n

author keywords: Networked control systems (NCSs); network-induced delay; packet dropout; stability; predictive observer
UN Sustainable Development Goal Categories
Source: Crossref
Added: February 24, 2020

2007 journal article

Power distribution fault cause identification with imbalanced data using the data mining-based fuzzy classification E-algorithm

IEEE TRANSACTIONS ON POWER SYSTEMS, 22(1), 164–171.

By: L. Xu n, M. Chow n & L. Taylor*

author keywords: data imbalance; data mining; fault cause identification; fuzzy classification; g-mean; neural network; power distribution systems
TL;DR: The results show that the E-algorithm can greatly improve the performance when the data are imbalanced, and is applied to Duke Energy outage data for distribution fault cause identification. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2007 journal article

Power distribution outage cause identification with imbalanced data using artificial immune recognition system (AIRS) algorithm

IEEE TRANSACTIONS ON POWER SYSTEMS, 22(1), 198–204.

By: L. Xu n, M. Chow n, J. Timmis* & L. Taylor*

author keywords: artificial immune system; classification; data imbalance; outage cause identification; neural network; power distribution systems
TL;DR: Artificial immune recognition system (AIRS), an immune-inspired algorithm for supervised classification task is applied to the Duke Energy outage data for outage cause identification using three major causes (tree, animal, and lightning) as prototypes and the performance of AIRS on these real-world imbalanced data is compared with an artificial neural network (ANN). (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2006 journal article

A classification approach for power distribution systems fault cause identification

IEEE TRANSACTIONS ON POWER SYSTEMS, 21(1), 53–60.

By: L. Xu n & M. Chow n

author keywords: artificial neural network (ANN); classification; data insufficiency; fault cause identification; imbalanced data; logistic regression (LR); power distribution systems; threshold setting
TL;DR: The practical application problems, including data insufficiency, imbalanced data constitution, and threshold setting that are often faced in power distribution fault cause identification problems are discussed. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2006 journal article

Multiple discriminant analysis and neural-network-based monolith and partition fault-detection schemes for broken rotor bar in induction motors

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 53(4), 1298–1308.

By: B. Ayhan n, M. Chow n & M. Song*

author keywords: artificial neural networks (ANN's); broken rotor bar; discriminant analysis; fault diagnosis; induction motors
TL;DR: Two fault-detection schemes for a broken-rotor-bar fault detection with a multiple signatureprocessing are described and it is demonstrated that the multiple signature processing is more efficient than a single signature processing. (via Semantic Scholar)
UN Sustainable Development Goal Categories
10. Reduced Inequalities (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2005 journal article

Analysis and Training of Compensation Neural Model for System Dynamics Modeling

Journal of Research in Engineering and Technology, 2(1), 28–43.

By: Y. Tipsuwan & M. Chow

Source: NC State University Libraries
Added: March 19, 2022

2005 journal article

Control gain adaptation in virtual reality mediated human-telerobot interaction

HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING, 15(3), 259–274.

By: M. Sheik-Nainar n, D. Kaber n & M. Chow n

UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2005 journal article

Monolith and Partition Schemes with LDA and Neural Networks as Detector Units for Induction Motor Broken Rotor Bar Fault Detection

KIEE International Transactions on Electrical Machinery and Energy Conversion Systems, 5(2), 103–110.

By: B. Ayhan, M. Chow & M. Song

Source: NC State University Libraries
Added: March 19, 2022

2005 journal article

Multiple signature processing-based fault detection schemes for broken rotor bar in induction motors

IEEE TRANSACTIONS ON ENERGY CONVERSION, 20(2), 336–343.

By: B. Ayhan n, M. Chow n & M. Song

author keywords: broken rotor bar; discriminant analysis; fault diagnosis; induction motors; monitoring
Source: Web Of Science
Added: August 6, 2018

2004 journal article

Gain scheduler middleware: A methodology to enable existing controllers for networked control and teleoperation - Part I: Networked control

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 51(6), 1218–1227.

By: Y. Tipsuwan* & M. Chow n

author keywords: adaptive control; control systems; dc motors; distributed control; Internet; mobile robots; networks; real-time system; telerobotics
TL;DR: A novel methodology to enable existing controllers for networked control and teleoperation by middleware is introduced, which uses middleware to modify the output of an existing controller based on a gain scheduling algorithm with respect to the current network traffic conditions. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2004 journal article

Gain scheduler middleware: A methodology to enable existing controllers for networked control and teleoperation - Part II: Teleoperation

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 51(6), 1228–1237.

By: Y. Tipsuwan* & M. Chow n

author keywords: adaptive control; control systems; dc motors; distributed control; Internet; mobile robots; networks; real-time system; telerobotics
TL;DR: Simulation and experimental results show that the GSM approach can significantly maintain the robot path-tracking performance with the existence of IP network delays. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2004 article

On the gain scheduling for networked PI controller over IP network

Tipsuwan, Y., & Chow, M. Y. (2004, September). IEEE-ASME TRANSACTIONS ON MECHATRONICS, Vol. 9, pp. 491–498.

By: Y. Tipsuwan n & M. Chow n

author keywords: adaptive control; control systems; dc motors; distributed control; Internet; networks; real-time system
TL;DR: Simulation results show that the PI controller with gain scheduling provides significantly better networked control system performance, especially over IP networks with a general network protocol like Ethernet. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2004 article

Special section on distributed network-based control systems and applications - Editorial

Chow, M. Y. (2004, December). IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, Vol. 51, pp. 1126–1126.

By: M. Chow n

Source: Web Of Science
Added: August 6, 2018

2003 journal article

Control methodologies in networked control systems

Control Engineering Practice, 11(10), 1099–1111.

By: Y. Tipsuwan & M. Chow

Source: NC State University Libraries
Added: August 6, 2018

2003 journal article

Gain adaptation of networked DC motor controllers based on QOS variations

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 50(5), 936–943.

By: M. Chow n & Y. Tipsuwan n

author keywords: adaptive control; communication networks; control systems; dc motors; decentralized control; distributed control; real-time systems; stability
TL;DR: Numerical and experimental simulations, and prototyping, are presented to demonstrate the feasibility of the proposed adaptation scheme to handle network QoS variation in a control loop and show the promising future of the use of gain adaptation in networked control applications. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

2002 journal article

Characterization of coil faults in an axial flux variable reluctance PM motor

IEEE TRANSACTIONS ON ENERGY CONVERSION, 17(3), 340–348.

By: A. Nelson n & M. Chow n

author keywords: axial flux motor; brushless dc motor; electric vehicle propulsion; failure analysis; fault tolerance; insulation failure; turn-to-turn fault; variable reluctance motor; winding fault
Source: Web Of Science
Added: August 6, 2018

2000 chapter

Neural Control

In R. C. Dorf (Ed.), The electrical engineering handbook (2nd ed.). Boca Raton, FL: CRC Press.

By: M. Chow

Ed(s): R. Dorf

Source: NC State University Libraries
Added: March 19, 2022

2000 journal article

Neural Network Based Motor Vibration Signal Analysis, Fault Detection, and Diagnosis

IEEE Transactions on Industrial Electronics.

By: B. Li, M. Chow, Y. Tipsuwan & J. Hung

Source: NC State University Libraries
Added: March 19, 2022

2000 journal article

Neural-network-based motor rolling bearing fault diagnosis

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 47(5), 1060–1069.

By: B. Li n, M. Chow n, Y. Tipsuwan n & J. Hung*

author keywords: bearing vibration; fault diagnosis; frequency domain; neural network; time domain
TL;DR: Simulation and real-world testing results obtained indicate that neural networks can be effective agents in the diagnosis of various motor bearing faults through the measurement and interpretation of motor bearing vibration signatures. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2000 journal article

Special section on motor fault detection and diagnosis

IEEE Transactions on Industrial Electronics, 47(5), 982–983.

By: M. Chow*

UN Sustainable Development Goal Categories
13. Climate Action (OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018

1999 journal article

A "mutual update" training algorithm for fuzzy adaptive logic control/decision network (FALCON)

IEEE TRANSACTIONS ON NEURAL NETWORKS, 10(1), 196–199.

By: S. Altug*, H. Trussell* & M. Chow*

author keywords: adaptation; artificial neural networks; fault detection and diagnosis; mutual update; training
TL;DR: In this correspondence, a training scheme is proposed for this fuzzy/neural architecture, which is based on line search methods that have long been used in iterative optimization problems, and involves synchronous update of the parameters of the architecture corresponding to input and output space partitions and rules defining the underlying mapping. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

1999 journal article

Fuzzy inference systems implemented on neural architectures for motor fault detection and diagnosis

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 46(6), 1069–1079.

By: S. Altug n, M. Chow & H. Trussell n

author keywords: fuzzy inference systems; induction motors; knowledge extraction; motor fault diagnosis; neural/fuzzy systems
TL;DR: Two neural fuzzy (NN/FZ) inference systems, namely, fuzzy adaptive learning control/decision network (FALCON) and adaptive network based fuzzy inference system (ANFIS), with applications to induction motor fault detection/diagnosis problems are presented. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

1999 journal article

Heuristic constraints enforcement for training of and knowledge extraction from a fuzzy/neural architecture - Part I: Foundation

IEEE Transactions on Fuzzy Systems, 7(2), 143–150.

By: M. Chow*, S. Altug* & H. Trussell*

TL;DR: The paper proposes a novel method for enforcing heuristic constraints on membership functions for rule extraction from a fuzzy/neural architecture that not only ensures that the final membership functions conform to a priori heuristic knowledge, but also reduces the domain of search of the training and improves convergence speed. (via Semantic Scholar)
Source: NC State University Libraries
Added: August 6, 2018

1999 journal article

Heuristic constraints enforcement for training of and rule extraction from a fuzzy/neural architecture - Part II: Implementation and application

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 7(2), 151–159.

By: S. Altug*, M. Chow* & H. Trussell*

author keywords: constraint enforcement; knowledge extraction; neural-fuzzy architectures; set theory
TL;DR: The results indicate that heuristic constraint enforcement on membership functions leads to extraction of heuristically acceptable membership functions in the input and output spaces. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

1999 chapter

Motor incipient fault detection using artificial neural

In J. Lee & B. Wang (Eds.), Computer-aided maintenance: methodologies and practices (Manufacturing systems engineering series ; 5). (pp. 263–280).

By: M. Chow*, Y. Lee* & H. Trussell

Ed(s): J. Lee* & B. Wang

TL;DR: Motor monitoring, incipient fault detection and diagnosis are very important and difficult topics in the engineering field and can be found in the cost savings which are realized by detecting potential machine failures before they occur. (via Semantic Scholar)
Sources: NC State University Libraries, NC State University Libraries
Added: August 6, 2018

1999 journal article

Phase balancing using simulated annealing

IEEE TRANSACTIONS ON POWER SYSTEMS, 14(4), 1508–1513.

By: J. Zhu*, G. Bilbro n & M. Chow n

author keywords: phase balancing optimization; feeder reconfiguration; phase swapping; power quality; deregulation; simulated annealing (SA); candidate set
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

1998 journal article

Application of functional link neural network to HVAC thermal dynamic system identification

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 45(1), 170–176.

By: J. Teeter n & M. Chow n

author keywords: functional link; HVAC; intelligent control; neural network; system identification
TL;DR: A functional link neural network approach to performing the HVAC thermal dynamic system identification and methods to reduce inputs of the functional link network to reduce the complexity and speed up the training speed are presented. (via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
Source: Web Of Science
Added: August 6, 2018

1998 journal article

Application of fuzzy multi-objective decision making in spatial load forecasting

IEEE TRANSACTIONS ON POWER SYSTEMS, 13(3), 1185–1190.

By: M. Chow n, J. Zhu n & H. Tram

author keywords: spatial load forecasting; land-usage; urban redevelopment; fuzzy logic; Yager multi-objective decision making; information technology
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

1998 chapter

Intelligent Motor Fault Detection

In L. C. Jain (Ed.), Intelligent Techniques in Industry. Boca Raton, FL: CRC Press.

By: M. Chow, B. Li & G. Goddu

Ed(s): L. Jain

Source: NC State University Libraries
Added: March 19, 2022

1998 journal article

Phase balancing using mixed-integer programming

IEEE Transactions on Power Systems, 13(4), 1487–1492.

By: J. Zhu n, M. Chow n & F. Zhang*

Source: NC State University Libraries
Added: August 6, 2018

1997 journal article

A review of emerging techniques on generation expansion planning

IEEE TRANSACTIONS ON POWER SYSTEMS, 12(4), 1722–1728.

By: J. Zhu n & M. Chow n

author keywords: generation expansion planning (GEP); expert systems (ES); fuzzy set theory and fuzzy logic (FL); artificial neural networks (ANN); analytic hierarchy process (AHP); network flow (NF); decomposition methods; simulated annealing (SA); genetic algorithm (GA)
TL;DR: These emerging optimization techniques (including expert systems, fuzzy logic, neural networks, analytic hierarchy process, network flow, decomposition method, simulated annealing and genetic algorithms) and their potential usage in solving the challenging generation expansion planning in future competitive environments in the power industry are described. (via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

1997 article

Application of fuzzy logic technology for spatial load forecasting

Chow, M. Y., & Tram, H. (1997, August). IEEE TRANSACTIONS ON POWER SYSTEMS, Vol. 12, pp. 1360–1366.

By: M. Chow n & H. Tram

author keywords: spatial load forecasting; land-usage; urban redevelopment; fuzzy logic; information technology
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

1997 chapter

Fuzzy Logic Based Control

In D. Irwin (Ed.), The Industrial Electronics Handbook (pp. 564–571). Boca Raton, FL: CRC Press.

By: M. Chow

Ed(s): D. Irwin

Source: NC State University Libraries
Added: March 19, 2022

1997 chapter

Fuzzy Systems

In D. Irwin (Ed.), The Industrial Electronics Handbook (pp. 1096–1102). Boca Raton, FL: CRC Press.

By: M. Chow

Ed(s): D. Irwin

Source: NC State University Libraries
Added: March 19, 2022

1997 book

Methodologies of using neural network and fuzzy logic technologies for motor incipient fault detection

Singapore; River Edge, NJ: World Scientific.

By: M. Chow

Source: NC State University Libraries
Added: August 6, 2018

1997 journal article

Methodology of urban re-development considerations in spatial load forecasting

IEEE TRANSACTIONS ON POWER SYSTEMS, 12(2), 996–1001.

By: M. Chow n & H. Tram

author keywords: load forecasting; spatial load forecasting; urban re-development; land usage; system planning
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

1996 journal article

A novel fuzzy friction compensation approach to improve the performance of a DC motor control system

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 43(1), 113–120.

By: J. Teeter n, M. Chow n & J. Brickley n

TL;DR: A method using fuzzy logic for the compensation of nonlinear friction is developed for the control of a DC motor using a single fuzzy rule to compensate directly for the nonlinearity of the physical system. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

1996 article

Time of outage restoration analysis in distribution systems

Chow, M. Y., Taylor, L. S., & Chow, M. S. (1996, July). IEEE TRANSACTIONS ON POWER DELIVERY, Vol. 11, pp. 1652–1658.

By: M. Chow n, L. Taylor* & M. Chow*

author keywords: distribution systems; outages; restoration time; statistical analyses
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

1995 journal article

A knowledge-based approach to improve neural network control design

Mechatronics, 5(8), 949–962.

By: M. Chow n & J. Teeter n

TL;DR: An effective approach to incorporate heuristics control knowledge into a neural controller by off-line pre-training, then fine-tune the neural controller performance further by on-line adaptation is presented. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Crossref
Added: June 15, 2019

1995 article

ANALYSIS AND PREVENTION OF ANIMAL-CAUSED FAULTS IN POWER DISTRIBUTION-SYSTEMS

CHOW, M. Y., & TAYLOR, L. S. (1995, April). IEEE TRANSACTIONS ON POWER DELIVERY, Vol. 10, pp. 995–1001.

By: M. Chow n & L. Taylor*

author keywords: POWER DISTRIBUTION SYSTEMS; DISTRIBUTION SYSTEM FAULTS; ANIMAL FAULTS; PREVENTIVE MAINTENANCE; CONTROL ACTION FAULT PREVENTION
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

1995 journal article

USING A NEURAL FUZZY SYSTEM TO EXTRACT HEURISTIC KNOWLEDGE OF INCIPIENT FAULTS IN INDUCTION-MOTORS .1. METHODOLOGY

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 42(2), 131–138.

By: P. Goode n & M. Chow n

TL;DR: The authors introduce the methodology behind a novel hybrid neural/fuzzy system which merges the neural network and fuzzy logic technologies to solve fault detection problems. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

1995 journal article

USING A NEURAL FUZZY SYSTEM TO EXTRACT HEURISTIC KNOWLEDGE OF INCIPIENT FAULTS IN INDUCTION-MOTORS .2. APPLICATION

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 42(2), 139–146.

By: P. Goode n & M. Chow n

TL;DR: A hybrid neural/fuzzy fault detector is used to solve the motor fault detection problem and can provide accurate fault detector performance, but can also provide the heuristic reasoning behind the fault detection process and the actual motor fault conditions. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

1994 journal article

A methodology using fuzzy logic to optimize feedforward artificial neural network configurations

IEEE Transactions on Systems, Man, and Cybernetics, 24(5), 760–768.

By: W. Sharpe n, M. Chow n, S. Briggs* & L. Windingland*

author keywords: ARTIFICIAL NEURAL NETWORKS; FUZZY LOGIC; NETWORK CONFIGURATIONS; COST FUNCTIONS; SENSITIVITY; ROBUSTNESS; FAULT DETECTION
TL;DR: The fuzzy logic provides a method of systematically changing the network configuration while simultaneously considering all of the evaluation criteria to adapt the current network configuration to one which is close to (if not at) the optimal configuration. (via Semantic Scholar)
Source: Crossref
Added: June 15, 2019

1994 journal article

Relationship between Fuzzy Logic Approach and Steepest Decent Approach to Optimize an Artificial Neural Network Configuration

International Journal of Neural Systems, 5(4), 299–312.

By: R. Sharpe & M. Chow

Source: NC State University Libraries
Added: March 19, 2022

1993 article

A NOVEL-APPROACH FOR DISTRIBUTION FAULT ANALYSIS

CHOW, M. Y., & TAYLOR, L. S. (1993, October). IEEE TRANSACTIONS ON POWER DELIVERY, Vol. 8, pp. 1882–1889.

By: M. Chow n & L. Taylor*

UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

1993 journal article

ON THE APPLICATION AND DESIGN OF ARTIFICIAL NEURAL NETWORKS FOR MOTOR FAULT-DETECTION .1.

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 40(2), 181–188.

By: M. Chow n, R. Sharpe n & J. Hung*

Source: Web Of Science
Added: August 6, 2018

1993 journal article

ON THE APPLICATION AND DESIGN OF ARTIFICIAL NEURAL NETWORKS FOR MOTOR FAULT-DETECTION .2.

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 40(2), 189–196.

By: M. Chow n, R. Sharpe n & J. Hung*

TL;DR: The general design considerations for feedforward artificial neural networks to perform motor fault detection are presented and a fuzzy logic approach to configuring the network structure is presented. (via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

1993 article

RECOGNIZING ANIMAL-CAUSED FAULTS IN POWER DISTRIBUTION-SYSTEMS USING ARTIFICIAL NEURAL NETWORKS

CHOW, M. Y., YEE, S. O., & TAYLOR, L. S. (1993, July). IEEE TRANSACTIONS ON POWER DELIVERY, Vol. 8, pp. 1268–1274.

By: M. Chow n, S. Yee n & L. Taylor*

author keywords: DISTRIBUTION SYSTEMS; FAULT IDENTIFICATION; ANIMAL-CAUSED DISTRIBUTION FAULTS; ARTIFICIAL NEURAL NETWORKS; FUZZY LOGIC; CONDITIONAL PROBABILITY
TL;DR: The methodology and implementation of neural networks and fuzzy logic for the identification of animal-caused distribution faults are presented and can be easily generalized and used to identify other causes of faults in power distribution systems. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

1992 journal article

A Measure of Relative Robustness for Feedforward Neural Networks Subject to Small Input Perturbations

International Journal of Neural Systems, 03(03), 291–299.

By: M. Chow n & S. Yee n

TL;DR: Analytical and simulation results are presented to show that the relative network robustness measure derived is an effective indicator of the relative performance of different feedforward neural network configurations in noisy environments and that this measure should be considered in the design of neural networks for real time applications. (via Semantic Scholar)
Source: Crossref
Added: January 21, 2021

1991 journal article

A NEURAL NETWORK APPROACH TO REAL-TIME CONDITION MONITORING OF INDUCTION-MOTORS

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 38(6), 448–453.

By: M. Chow n, P. Mangum & S. Yee n

TL;DR: A neural network-based incipient fault detector for small and medium-size induction motors is developed that provides a satisfactory level of accuracy, greater than 95%, which is suitable for real-world applications. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

1991 journal article

Application of learning theory to an artificial neural network that detects incipient faults in single-phase induction motors

International Journal of Neural Systems, 02(01n02), 91–100.

By: M. Chow n, G. Bilbro n & S. Yee n

TL;DR: Comparisons of the results of learning theory and Monte Carlo estimate are presented, showing that learning theory is a useful and reliable tool to obtain information about the training process of a given neural network. (via Semantic Scholar)
Source: Crossref
Added: April 4, 2021

1991 journal article

Constant Torque Control of a Variable Reluctance Machine

The International Journal of Energy Systems, 11(1), 47–51.

By: M. Chow & R. Thomas

Source: NC State University Libraries
Added: March 19, 2022

1991 journal article

Using Neural Networks to Detect Incipient Faults in Induction Motors

Journal of Neural Network Computing, 2(3), 26–32.

By: M. Chow & S. Yee

Source: NC State University Libraries
Added: March 19, 2022

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