Mengmeng Zhu

Works (14)

Updated: September 8th, 2025 12:51

2025 article

A nonlinear wiener process degradation model with damage resistance for reliability analysis

Hu, Y., Zhu, M., & Lin, H. (2025, July 14). Annals of Operations Research.

By: Y. Hu  n, M. Zhu n & H. Lin n

author keywords: Damage resistance; Random shocks; Reliability model; Wiener process
topics (OpenAlex): Reliability and Maintenance Optimization; Risk and Safety Analysis; Software Reliability and Analysis Research
Source: Web Of Science
Added: July 21, 2025

2025 article

Novel differential voltage features based machine learning approach to lithium-ion batteries SOH prediction at various C-rates

Wang, R., Lin, H., Choi, J., Hashemi, A., & Zhu, M. (2025, July 18). Energy.

By: R. Wang n, H. Lin n, J. Choi *, A. Hashemi * & M. Zhu n

author keywords: State-of-health prediction; Differential voltage curve; Incremental capacity curve; Machine learning; Various C -Rates
topics (OpenAlex): Advanced Battery Technologies Research; Advancements in Battery Materials; Electric Vehicles and Infrastructure
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Source: Web Of Science
Added: August 18, 2025

2025 article

Structure information based multi-component system resilience assessment framework with application to battery energy storage system design

Zhu, M., & Huang, C.-F. (2025, August 25). Annals of Operations Research.

By: M. Zhu n & C. Huang *

author keywords: Resilience; Multi-component system; Battery energy storage systems; System structure
topics (OpenAlex): Risk and Safety Analysis; Infrastructure Resilience and Vulnerability Analysis; Reliability and Maintenance Optimization
Source: Web Of Science
Added: September 2, 2025

2024 article

Convolutional neural network based multi-input multi-output model for multi-sensor multivariate virtual metrology in semiconductor manufacturing

Choi, J., Zhu, M., Kang, J., & Jeong, M. K. (2024, March 16). Annals of Operations Research.

By: J. Choi *, M. Zhu n, J. Kang & M. Jeong *

author keywords: Convolutional neural networks; Multivariate analysis; Semiconductor manufacturing; Virtual metrology
topics (OpenAlex): Industrial Vision Systems and Defect Detection; Mineral Processing and Grinding; Fault Detection and Control Systems
Source: Web Of Science
Added: March 25, 2024

2024 article

Damage-resistant CPS reliability modeling considering coupled system resistance effects

Lin, H., & Zhu, M. (2024, December 14). Reliability Engineering & System Safety.

By: H. Lin n & M. Zhu n

author keywords: Cyber-physical system; System reliability modeling; Damage resistance; Multi-phase degradation; Random shock analysis
topics (OpenAlex): Risk and Safety Analysis; Advanced Battery Technologies Research; Reliability and Maintenance Optimization
Source: Web Of Science
Added: January 21, 2025

2024 article

Lifetime prediction and maintenance assessment of Lithium-ion batteries based on combined information of discharge voltage curves and capacity fade

Wang, R., Zhu, M., & Zhang, X. (2024, January 11). Journal of Energy Storage, Vol. 81.

By: R. Wang n, M. Zhu n & X. Zhang n 

author keywords: Remaining useful life; Change point detection; Nonlinear Wiener process; Dynamic time warping; Nonnegative matrix factorization
topics (OpenAlex): Advanced Battery Technologies Research; Reliability and Maintenance Optimization; Fault Detection and Control Systems
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: February 26, 2024

2023 article

Modeling Human–Machine Interaction System Reliability with Multiple Dependent Degradation Processes and Situation Awareness

Hu, Y., Wang, R., Zhu, M., & Chen, K. B. (2023, May 26). International Journal of Reliability Quality and Safety Engineering, Vol. 7.

By: Y. Hu  n, R. Wang n, M. Zhu n & K. Chen n 

author keywords: System reliability model; situation awareness; human-machine interaction
topics (OpenAlex): Reliability and Maintenance Optimization; Occupational Health and Safety Research; Risk and Safety Analysis
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 7, 2023

2022 article

Lithium-ion battery remaining useful life prediction using a two-phase degradation model with a dynamic change point

Wang, R., Zhu, M., Zhang, X., & Pham, H. (2022, December 23). Journal of Energy Storage, Vol. 59.

By: R. Wang n, M. Zhu n, X. Zhang n  & H. Pham *

author keywords: Remaining useful life prediction; Two-phase degradation pattern; Uncertainty; Particle filtering
topics (OpenAlex): Advanced Battery Technologies Research; Reliability and Maintenance Optimization; Advancements in Battery Materials
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: January 30, 2023

2022 article

Shock-Loading-Based Reliability Modeling with Dependent Degradation Processes and Random Shocks

Wang, R., & Zhu, M. (2022, June 1). International Journal of Reliability Quality and Safety Engineering.

By: R. Wang n & M. Zhu n

author keywords: System reliability model; shock loading; multiple degradation processes; copula method; dependent competing risks
topics (OpenAlex): Reliability and Maintenance Optimization; Statistical Distribution Estimation and Applications; Risk and Safety Analysis
Source: Web Of Science
Added: August 8, 2022

2021 article

A Random-Field-Environment-Based Multidimensional Time-Dependent Resilience Modeling of Complex Systems

Zhu, M., Huang, X., & Pham, H. (2021, June 18). IEEE Transactions on Computational Social Systems.

By: M. Zhu n, X. Huang * & H. Pham *

author keywords: Resilience; Reliability; Maintenance engineering; System performance; Reliability engineering; Biological system modeling; Uncertainty; Random field environment (RFE); resilience; uncertainty; vehicular edge computing network (VECN)
topics (OpenAlex): Infrastructure Resilience and Vulnerability Analysis; Risk and Safety Analysis; Occupational Health and Safety Research
TL;DR: A new definition of resilience is introduced and a general RFE-based multidimensional time-dependent resilience model connecting reliability, vulnerability, and recoverability is proposed, which is applied to vehicular edge computing networks to evaluate the vehicular network resilience with the disruptive events on the communication links. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science)
9. Industry, Innovation and Infrastructure (OpenAlex)
13. Climate Action (Web of Science)
14. Life Below Water (Web of Science)
15. Life on Land (Web of Science)
Source: Web Of Science
Added: December 13, 2021

2021 article

A new framework of complex system reliability with imperfect maintenance policy

Zhu, M. (2021, January 4). Annals of Operations Research.

By: M. Zhu n

author keywords: Complex system reliability modeling; Interactions of software and hardware; Software-induced hardware failures; Hardware-induced software failures; Markov process
topics (OpenAlex): Software Reliability and Analysis Research; Reliability and Maintenance Optimization; Risk and Safety Analysis
TL;DR: A new diagram of categorizing system-level failures is proposed and further incorporates such a diagram into the development of complex system reliability framework based on such system- level failure categorization with the Markov process. (via Semantic Scholar)
Source: Web Of Science
Added: January 25, 2021

2020 article

A generalized multiple environmental factors software reliability model with stochastic fault detection process

Zhu, M., & Pham, H. (2020, July 23). Annals of Operations Research.

By: M. Zhu n & H. Pham *

author keywords: Software reliability growth model; Environmental factors; Martingale framework
topics (OpenAlex): Software Reliability and Analysis Research; Reliability and Maintenance Optimization; Software Engineering Research
TL;DR: A generalized multiple-environmental-factors software reliability growth model with multiple environmental factors and the associated randomness under the martingale framework is proposed, which is a stochastic fault detection process. (via Semantic Scholar)
Source: Web Of Science
Added: August 10, 2020

2020 article

An Empirical Study of Factor Identification in Smart Health-Monitoring Wearable Device

Zhu, M., & Pham, H. (2020, February 11). IEEE Transactions on Computational Social Systems.

By: M. Zhu n & H. Pham *

author keywords: Environmental factors (EFs); Smart Health-Monitoring Wearable Device (SHMWD)
topics (OpenAlex): Technology Adoption and User Behaviour; Green IT and Sustainability
TL;DR: The managerial suggestions of time and resource allocation to the development team given each team may have different focused category are provided and a general guide of feature selection for product development and maintenance and improvement for customer satisfaction are provided. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: September 7, 2020

2019 article

A Novel System Reliability Modeling of Hardware, Software, and Interactions of Hardware and Software

Zhu, M., & Pham, H. (2019, November 4). Mathematics.

By: M. Zhu n & H. Pham *

author keywords: system reliability modeling; Markov process; software-induced hardware failures; hardware-induced software failures; hardware-software interactions
topics (OpenAlex): Software Reliability and Analysis Research; Reliability and Maintenance Optimization; Radiation Effects in Electronics
TL;DR: A Markov-based unified system reliability modeling incorporating all three categories of system failures is developed in this research, which provides a novel and practical perspective to define system failures and further improve reliability prediction accuracy. (via Semantic Scholar)
Source: Web Of Science
Added: December 30, 2019

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