Chenggang Cui

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 12

Top Topics

Matlab Simulink

Reinforcement Learning

Control Strategy

Top Venues

IEEE Trans. Smart Grid

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Chenggang Cui, Yinfeng Dong, Xin Dong, Chuanlin Zhang, Amer M. Y. M. Ghias
Adaptive Horizon Seeking for Generalized Predictive Control via Deep Reinforcement Learning With Application to DC/DC Converters. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (5) (2024)
Chenggang Cui, Jiaming Liu, Junkang Feng, Peifeng Hui, Amer M. Y. M. Ghias, Chuanlin Zhang
Large Language Models based Multi-Agent Framework for Objective Oriented Control Design in Power Electronics. CoRR (2024)
Peifeng Hui, Chenggang Cui, Pengfeng Lin, Amer M. Y. M. Ghias, Xitong Niu, Chuanlin Zhang
On Physics-Informed Neural Network Control for Power Electronics. CoRR (2024)
Chenggang Cui, Tianxiao Yang, Yuxuan Dai, Chuanlin Zhang, Qianwen Xu
Implementation of Transferring Reinforcement Learning for DC-DC Buck Converter Control via Duty Ratio Mapping. IEEE Trans. Ind. Electron. 70 (6) (2023)
Farahnaz Ahmadi, Yazdan Batmani, Hassan Bevrani, Tianxiao Yang, Chenggang Cui
Finite-Time Synergetic Controller Design for DC Microgrids With Constant Power Loads. IEEE Trans. Smart Grid 14 (5) (2023)
Chenggang Cui, Nan Yan, Baixiang Huangfu, Tianxiao Yang, Chuanlin Zhang
Voltage Regulation of DC-DC Buck Converters Feeding CPLs via Deep Reinforcement Learning. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Tianxiao Yang, Chenggang Cui, Chuanlin Zhang
On the Robustness Enhancement of DRL Controller for DC-DC Converters in Practical Applications. ICCA (2022)
Xiaoyu Wang, Xin Dong, Xitong Niu, Chuanlin Zhang, Chenggang Cui, Jingjing Huang, Pengfeng Lin
Toward Balancing Dynamic Performance and System Stability for DC Microgrids: A New Decentralized Adaptive Control Strategy. IEEE Trans. Smart Grid 13 (5) (2022)
Chenggang Cui, Tianxiao Yang, Yuxuan Dai, Chuanlin Zhang
Transferring Reinforcement Learning for DC-DC Buck Converter Control via Duty Ratio Mapping: From Simulation to Implementation. CoRR (2021)
Chenggang Cui, Nan Yan, Chuanlin Zhang
An Intelligent Control Strategy for buck DC-DC Converter via Deep Reinforcement Learning. CoRR (2020)
Minkang Chai, Fei Xia, Shuotao Hao, Daogang Peng, Chenggang Cui, Wei Liu
PV Power Prediction Based on LSTM With Adaptive Hyperparameter Adjustment. IEEE Access 7 (2019)
Pengfei Song, Chenggang Cui, Yanlong Bai
Robust Output Voltage Regulation for DC-DC Buck Converters Under Load Variations via Sampled-Data Sensorless Control. IEEE Access 6 (2018)
Chenggang Cui, Feng Tian, Ning Yang, Junfeng Chen
Memory Based Differential Evolution Algorithms for Dynamic Constrained Optimization Problems. CIS (2015)