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Fangyuan Chang
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Year
Large-signal stability criteria in DC power grids with distributed-controlled converters and constant power loads
F Chang, X Cui, M Wang, W Su, AQ Huang
IEEE Transactions on Smart Grid 11 (6), 5273-5287, 2020
442020
Control of battery charging based on reinforcement learning and long short-term memory networks
F Chang, T Chen, W Su, Q Alsafasfeh
Computers & Electrical Engineering 85, 106670, 2020
312020
Region of attraction estimation for DC microgrids with constant power loads using potential theory
F Chang, X Cui, M Wang, W Su
IEEE Transactions on Smart Grid 12 (5), 3793-3808, 2021
232021
Charging control of an electric vehicle battery based on reinforcement learning
F Chang, T Chen, W Su, Q Alsafasfeh
2019 10th international renewable energy congress (IREC), 1-63, 2019
162019
Potential-based large-signal stability analysis in DC power grids with multiple constant power loads
F Chang, X Cui, M Wang, W Su
IEEE Open Access Journal of Power and Energy 9, 16-28, 2021
112021
Deep Symbolic Optimization for Electric Component Sizingin Fixed Topology Power Converters
R Glatt, FL Silva, C Huang, L Xue, M Wang, F Chang, V Bui, YL Murphey, ...
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2021
112021
Voltage stability assessment of AC/DC hybrid microgrid
F Chang, J O’Donnell Jr, W Su
Energies 16 (1), 399, 2022
72022
An intelligent system for automatic selection of dc-dc converter topology with optimal design
S Wang, Y Murphey, W Su, M Wang, V Bui, F Chang, C Huang, L Xue, ...
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2022
72022
Deep neural network-based surrogate model for optimal component sizing of power converters using deep reinforcement learning
VH Bui, F Chang, W Su, M Wang, YL Murphey, FL Da Silva, C Huang, ...
IEEE Access 10, 78702-78712, 2022
62022
A fault detection and location technique for inverter-dominated islanding microgrids
F Chang, H Sun, S Kawano, D Nikovski, S Kitamura, W Su
2022 IEEE 5th International Electrical and Energy Conference (CIEEC), 2041-2046, 2022
22022
Autotg: Reinforcement learning-based symbolic optimization for ai-assisted power converter design
FL da Silva, R Glatt, W Su, VH Bui, F Chang, S Chaturvedi, M Wang, ...
IEEE Journal of Emerging and Selected Topics in Industrial Electronics, 2023
12023
Deep Reinforcement Learning-Based Optimal Parameter Design of Power Converters
VH Bui, F Chang, W Su, M Wang, YL Murphey, FL Da Silva, C Huang, ...
2023 International Conference on Computing, Networking and Communications …, 2023
12023
Stability Analysis of Power-Converter-Dominated Microgrid
F Chang
2022
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