An Improved Large-Signal Order Reduction Method of Microgrids with Stability and Accuracy Assessment. - Zixiao Ma; Zhaoyu Wang 001; Yuxuan Yuan (CoRR, 2019)

High-Fidelity Large-Signal Order Reduction Approach for Composite Load Model. - Zixiao Ma; Zhaoyu Wang 001; Dongbo Zhao; Bai Cui (CoRR, 2019)

WECC Composite Load Model Parameter Identification Using Evolutionary Deep Reinforcement Learning. - Fankun Bu; Zixiao Ma; Yuxuan Yuan; Zhaoyu Wang 001 (IEEE Trans. Smart Grid, 2020)

Frequency Dynamics Constrained Sequential Service Restoration in Inverter-Dominated Microgrids. - Qianzhi Zhang; Zixiao Ma; Yongli Zhu; Zhaoyu Wang 001 (CoRR, 2021)

Hybrid adaptive control of nonlinear systems with non-Lipschitz nonlinearities. - Jun Fu 001; Zixiao Ma; Yue Fu; Tianyou Chai (Syst. Control. Lett., 2021)

Nonlinear Multiple Models Adaptive Secondary Voltage Control of Microgrids. - Zixiao Ma; Zhaoyu Wang 001; Yifei Guo; Yuxuan Yuan; Hao Chen (IEEE Trans. Smart Grid, 2021)

Imitation and Transfer Q-Learning-Based Parameter Identification for Composite Load Modeling. - Jian Xie; Zixiao Ma; Kaveh Dehghanpour; Zhaoyu Wang 001; Yishen Wang; Ruisheng Diao; Di Shi (IEEE Trans. Smart Grid, 2021)

A Two-Level Simulation-Assisted Sequential Distribution System Restoration Model With Frequency Dynamics Constraints. - Qianzhi Zhang; Zixiao Ma; Yongli Zhu; Zhaoyu Wang 001 (IEEE Trans. Smart Grid, 2021)

Analytical Large-Signal Modeling of Inverter-based Microgrids with Koopman Operator Theory for Autonomous Control. - Zixiao Ma; Zhaoyu Wang 001 (CoRR, 2023)

Optimal Power Flow for Integrated Primary-Secondary Distribution Networks with Service Transformers. - Rui Cheng 002; Naihao Shi; Zhaoyu Wang 001; Zixiao Ma (CoRR, 2023)

Controlling Grid-Connected Inverters under Time-Varying Voltage Constraints. - Zixiao Ma; Baosen Zhang (CoRR, 2023)

Safe and Stable Secondary Voltage Control of Microgrids Based on Explicit Neural Networks. - Zixiao Ma; Qianzhi Zhang; Zhaoyu Wang 001 (IEEE Trans. Smart Grid, 2023)

Analytical Large-Signal Modeling of Inverter-Based Microgrids With Koopman Operator Theory for Autonomous Control. - Zixiao Ma; Zhaoyu Wang 001; Rui Cheng 002 (IEEE Trans. Smart Grid, 2024)

Singular Perturbation-Based Large-Signal Order Reduction of Microgrids for Stability and Accuracy Synthesis With Control. - Zixiao Ma; Zhaoyu Wang 001; Yuxuan Yuan; Tianqi Hong (IEEE Trans. Smart Grid, 2024)

Voltage Calculations in Secondary Distribution Networks via Physics-Inspired Neural Network Using Smart Meter Data. - Liming Liu; Naihao Shi; Dingwei Wang; Zixiao Ma; Zhaoyu Wang 001; Matthew J. Reno; Joseph A. Azzolini (IEEE Trans. Smart Grid, 2024)

CP2M: Clustered-Patch-Mixed Mosaic Augmentation for Aerial Image Segmentation. - Yijie Li 003; Hewei Wang 001; Jinfeng Xu 003; Zixiao Ma; Puzhen Wu; Shaofan Wang; Soumyabrata Dev (CoRR, 2025)

Inverter Control with Time-Varying and Nonconvex State and Input Constraints. - Zixiao Ma; Baosen Zhang (CoRR, 2025)

Improving Consumer Experience With Pre-Purify Temporal-Decay Memory-Based Collaborative Filtering Recommendation for Graduate School Application. - Jinfeng Xu 003; Zheyu Chen 003; Zixiao Ma; Jiyi Liu; Edith C. H. Ngai (IEEE Trans. Consumer Electron., 2025)