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Zixiao Ma
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A two-level simulation-assisted sequential distribution system restoration model with frequency dynamics constraints
Q Zhang, Z Ma, Y Zhu, Z Wang
IEEE Transactions on Smart Grid 12 (5), 3835-3846, 2021
562021
WECC composite load model parameter identification using evolutionary deep reinforcement learning
F Bu, Z Ma, Y Yuan, Z Wang
IEEE Transactions on Smart Grid 11 (6), 5407-5417, 2020
492020
Mathematical representation of WECC composite load model
Z Ma, Z Wang, Y Wang, R Diao, D Shi
Journal of Modern Power Systems and Clean Energy 8 (5), 1015-1023, 2020
352020
Improved event‐triggered control for a class of continuous‐time switched linear systems
TF Li, J Fu, Z Ma
IET Control Theory & Applications 12 (7), 1000-1005, 2018
332018
Imitation and transfer q-learning-based parameter identification for composite load modeling
J Xie, Z Ma, K Dehghanpour, Z Wang, Y Wang, R Diao, D Shi
IEEE Transactions on Smart Grid 12 (2), 1674-1684, 2020
272020
Nonlinear multiple models adaptive secondary voltage control of microgrids
Z Ma, Z Wang, Y Guo, Y Yuan, H Chen
IEEE Transactions on Smart Grid 12 (1), 227-238, 2020
272020
Hybrid adaptive control of nonlinear systems with non-Lipschitz nonlinearities
J Fu, Z Ma, Y Fu, T Chai
Systems & Control Letters 156, 105012, 2021
142021
Parameter reduction of composite load model using active subspace method
Z Ma, B Cui, Z Wang, D Zhao
IEEE Transactions on Power Systems 36 (6), 5441-5452, 2021
142021
Safe and Stable Secondary Voltage Control of Microgrids based on Explicit Neural Networks
Z Ma, Q Zhang, Z Wang
IEEE Transactions on Smart Grid, 2023
112023
Robust Conservation Voltage Reduction Evaluation Using Soft Constrained Gradient Analysis
Z Ma, Y Xiang, Z Wang
IEEE Transactions on Power Systems 37 (6), 4485-4496, 2022
72022
Exponential stabilization of switched discrete‐time systems with all unstable modes
J Li, Z Ma, J Fu
Asian Journal of Control 20 (1), 608-612, 2018
72018
High‐fidelity large‐signal order reduction approach for composite load model
Z Ma, Z Wang, D Zhao, B Cui
IET Generation, Transmission & Distribution 14 (21), 4888-4897, 2020
42020
Analytical Large-Signal Modeling of Inverter-based Microgrids with Koopman Operator Theory for Autonomous Control
Z Ma, Z Wang, R Cheng
IEEE Transactions on Smart Grid, 2023
22023
Data-driven based method for power system time-varying composite load modeling
J Xie, Z Ma, Z Wang, F Bu
arXiv preprint arXiv:1905.02688, 2019
22019
An improved large-signal order reduction method of microgrids with stability and accuracy assessment
Z Ma, Z Wang, Y Yuan
arXiv preprint arXiv:1910.03687, 2019
22019
Secondary voltage control of microgrids using nonlinear multiple models adaptive control
Z Ma, Z Wang, Y Guo, Y Yuan, H Chen
arXiv preprint arXiv:1810.09577, 2018
12018
Singular Perturbation-Based Large-Signal Order Reduction of Microgrids for Stability and Accuracy Synthesis With Control
Z Ma, Z Wang, Y Yuan, T Hong
IEEE Transactions on Smart Grid, 2024
2024
Controlling Grid-Connected Inverters under Time-Varying Voltage Constraints
Z Ma, B Zhang
arXiv preprint arXiv:2311.11510, 2023
2023
Optimal Power Flow for Integrated Primary-Secondary Distribution Networks with Service Transformers
R Cheng, N Shi, Z Wang, Z Ma
arXiv preprint arXiv:2306.13287, 2023
2023
Composite load modeling for power systems: Model reduction, identification, and application to conservation voltage reduction
Z Ma
Iowa State University, 2023
2023
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