Matthew Reynolds

National Renewable Energy Laboratory — United States

Engineering · Physical Sciences

10h-index328citations41works8.02yr avg
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Research Topics

Smart Grid Energy Management(7), Electric Power System Optimization(6), Energy Load and Power Forecasting(6), Microgrid Control and Optimization(4), Optimal Power Flow Distribution(4)

Publications41 total

Novel approach to PV inverter modeling and simulation leveraging experiments, learning based modeling and co-simulation
2024· 2 cited
An open-source parallel EMT simulation framework
Electric Power Systems Research·2024· 7 cited
Experimental Setup and Learning-Based AI Model for Developing Accurate PV Inverter Models
2024· 1 citedOpen Access
Stochastic economic dispatch of wind power under uncertainty using clustering-based extreme scenarios
Electric Power Systems Research·2024· 22 citedOpen Access
ParaEMT: An Open Source, Parallelizable, and HPC-Compatible EMT Simulator for Large-Scale IBR-Rich Power Grids
IEEE Transactions on Power Delivery·2023· 21 citedOpen Access
Machine learning surrogate of physics-based building-stock simulator for end-use load forecasting
Energy and Buildings·2023· 18 citedOpen Access
Iterative Stability Enforcement in Adaptive Antoulas–Anderson Algorithms for \({\boldsymbol{\mathcal{H}_2}}\) Model Reduction
SIAM Journal on Scientific Computing·2023· 7 citedOpen Access
Curriculum-based Reinforcement Learning for Distribution System Critical Load Restoration
2023· 1 cited
Bi-fidelity modeling of uncertain and partially unknown systems using DeepONets
Computational Mechanics·2023· 34 citedOpen Access
Relationship Between Longitudinal Coping Strategies and Outcomes in Patients With Acute Myeloid Leukemia
Journal of the National Comprehensive Cancer Network·2022· 11 citedOpen Access
Curriculum-Based Reinforcement Learning for Distribution System Critical Load Restoration
IEEE Transactions on Power Systems·2022· 18 citedOpen Access
MPC4CLR (Model-Predictive-Control-for-Critical-Load-Restoration-in-Power-Distribution-Systems) [SWR-22-24]
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2022Open Access
Hybrid-RL-MPC4CLR (Hybird-Reinforcement-Learning-Model-Predictive-Control-for-Reserve-Policy-Assisted-Critical-Load-Restoration-in-Distribution-Grids)
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2022Open Access
RLC4CLR (Reinforcement Learning Controller for Critical Load Restoration Problems)
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2022Open Access
High-resolution hourly surrogate modeling framework for physics-based large-scale building stock modeling
Sustainable Cities and Society·2021· 32 citedOpen Access
Restoring Critical Loads In Resilient Distribution Systems using A Curriculum Learned Controller
2021 IEEE Power & Energy Society General Meeting (PESGM)·2021· 2 cited
A Data-Driven Multi-Period Importance Sampling Strategy for Stochastic Economic Dispatch
2021 IEEE Power & Energy Society General Meeting (PESGM)·2021· 5 cited
Resilient Operation of Power Distribution Systems Using MPC-based Critical Service Restoration
2021· 7 cited
Scenario Creation and Power-Conditioning Strategies for Operating Power Grids with Two-Stage Stochastic Economic Dispatch: Preprint
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2020Open Access
A Multi-function AAA Algorithm Applied to Frequency Dependent Line Modeling
2020· 6 cited
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Frequent Co-authors

Jonathan Maack(8), Wesley Jones(8), Xiangyu Zhang(7), Abinet Tesfaye Eseye(7), Bernard Knueven(7), Alireza Doostan(5), Ignas Satkauskas(5), Lucas Monzón(5), Devon Sigler(5), Deepthi Vaidhynathan(4), Gregory Beylkin(4), Subhayan De(3), Larry E. Erickson(3), Kumaraguru Prabakar(3), Wesley Jones(3), Weijia Lui(3), Jolene Britton(2), Ryan Skinner(2), Kenneth E. Jansen(2), Ryan King(2)