Ashwin Shirsat

Works (9)

Updated: March 12th, 2025 05:00

2024 article

Multi-Feeder Restoration using Multi-Microgrid Formation and Management

Muthukaruppan, V., Hu, R., Shirsat, A., Baran, M., Lu, N., Tang, W., & Lubkeman, D. (2024, July 21). 2024 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, PESGM 2024.

By: V. Muthukaruppan n, R. Hu  n, A. Shirsat n , M. Baran n , N. Lu n , W. Tang n , D. Lubkeman n 

author keywords: multi-feeder restoration; multi-microgrid formation; microgrid management; active distribution system
topics (OpenAlex): Microgrid Control and Optimization; Caching and Content Delivery; Smart Grid Energy Management
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Sources: Web Of Science, NC State University Libraries
Added: March 10, 2025

2023 article

Adaptive cold-load pickup considerations in 2-stage microgrid unit commitment for enhancing microgrid resilience

Hu, R., Shirsat, A., Muthukaruppan, V., Li, Y., Zhang, S., Tang, W., … Lu, N. (2023, December 3). Applied Energy, Vol. 356.

By: R. Hu n, A. Shirsat n , V. Muthukaruppan n, Y. Li  n, S. Zhang n, W. Tang n , M. Baran n , N. Lu n 

author keywords: Cold load pickup; Load shedding; Microgrid; Reconfiguration; Resilience service; Unit commitment
topics (OpenAlex): Microgrid Control and Optimization; Optimal Power Flow Distribution; Smart Grid Energy Management
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7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: January 16, 2024

2021 article

A Load Switching Group based Feeder-level Microgrid Energy Management Algorithm for Service Restoration in Power Distribution System

Hu, R., Li, Y., Zhang, S., Shirsat, A., Muthukaruppan, V., Tang, W., … Lu, N. (2021, July 26). 2021 IEEE Power &Amp; Energy Society General Meeting (PESGM).

By: R. Hu n, Y. Li n, S. Zhang n, A. Shirsat n , V. Muthukaruppan n, W. Tang n , M. Baran n , D. Lubkeman n , N. Lu n 

author keywords: distributed energy resource; energy management; microgrid; power distribution system; service restoration
topics (OpenAlex): Microgrid Control and Optimization; Optimal Power Flow Distribution; Smart Grid Energy Management
TL;DR: Simulation results show that the LSG-EMS successfully coordinates multiple grid-forming sources by selecting an optimal supply topology that maximizes the supply period of both the critical and noncritical loads while minimizing customer service interruptions in the service restoration process. (via Semantic Scholar)
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7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: July 26, 2022

2021 article

Data-Driven Stochastic Model Predictive Control for DC-Coupled Residential PV-Storage Systems

Shirsat, A., & Tang, W. (2021, February 23). IEEE Transactions on Energy Conversion, Vol. 6, pp. 1435–1448.

By: A. Shirsat n  & W. Tang n 

author keywords: Uncertainty; Batteries; Markov processes; Predictive models; Load modeling; Computational modeling; Real-time systems; DC-coupled photovoltaic plus storage system; home energy management system; multivariate Markov chain; online learning; recursive learning; stochastic model predictive control
topics (OpenAlex): Smart Grid Energy Management; Microgrid Control and Optimization; Energy Load and Power Forecasting
TL;DR: This paper develops a stochastic model predictive control (SMPC) based framework for the real-time operation of residential-scale DC-coupled PV-storage systems that combines bivariate Markov chains to build the uncertainty model of PV generation and residential load, a Bayesian approach based recursive learning of the Markov model, and a scenario-based formulation for the SMPC problem. (via Semantic Scholar)
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Sources: Web Of Science, NC State University Libraries, ORCID
Added: June 10, 2021

2021 article proceedings

Hierarchical Multi-timescale Framework For Operation of Dynamic Community Microgrid

By: A. Shirsat n , V. Muthukaruppan n, R. Hu n, N. Lu n , M. Baran n , D. Lubkeman n , W. Tang n 

author keywords: Community microgrids; dynamic microgrids; multi-timescale; service restoration; distributed PV generators
topics (OpenAlex): Microgrid Control and Optimization; Optimal Power Flow Distribution; Smart Grid Energy Management
TL;DR: A three-stage hierarchical multi-timescale framework for scheduling and real-time (RT) dispatch of CMGs, which shows superior performance in terms of RT load supplied under different forecast error cases, outage duration scenarios, and against the traditionally used two-stage approach. (via Semantic Scholar)
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Sources: Web Of Science, NC State University Libraries, Crossref
Added: July 26, 2022

2021 article

Quantifying residential demand response potential using a mixture density recurrent neural network

Shirsat, A., & Tang, W. (2021, March 11). International Journal of Electrical Power & Energy Systems, Vol. 9.

By: A. Shirsat n  & W. Tang n 

author keywords: Consumption reduction; Conditional value-at-risk; Demand response; Mixture density recurrent neural network; Stochastic knapsack problem
topics (OpenAlex): Smart Grid Energy Management; Energy Efficiency and Management; Energy Load and Power Forecasting
TL;DR: The proposed methodology is applied to an optimal customer selection problem, which is formulated as a risk-averse stochastic knapsack problem and results indicate that the generated mixture distributions are better suited for quantifying a customer’s consumption reduction and accurately encapsulate the underlying spatiotemporal trends in the customers’ reduction pattern. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: June 10, 2021

2020 article

A Load Switching Group based Feeder-level Microgrid Energy Management Algorithm for Service Restoration in Power Distribution System

(2020, November 17).

Ashwin Shirsat

Source: ORCID
Added: February 25, 2021

2020 article

Hierarchical Multi-timescale Framework For Operation of Dynamic Community Microgrid

(2020, November 19).

Ashwin Shirsat

Source: ORCID
Added: February 25, 2021

2020 article

Sustainable community based PV-storage planning using the Nash bargaining solution

Liang, J., Shirsat, A., & Tang, W. (2020, January 2). International Journal of Electrical Power & Energy Systems, Vol. 118.

By: J. Liang n, A. Shirsat n  & W. Tang n 

author keywords: Cooperative game; Nash bargaining solution; PV-storage expansion planning; Scenario generation; Zero-energy community
topics (OpenAlex): Smart Grid Energy Management; Electric Power System Optimization; Electric Vehicles and Infrastructure
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UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: March 30, 2020

Education

Updated: February 24th, 2021 22:16

2018 - present

North Carolina State University Raleigh, North Carolina, US
Doctor of Philosophy Electrical Engineering

2016 - 2018

Georgia Tech Partnership Atlanta, GA, US
Master of Science Electrical Engineering

2012 - 2016

Veermata Jijabai Technological Institute Mumbai, Maharashtra, IN
Bachelor of Technology Electrical Engineering

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