Author

Duan J

Ph.D. - Cited by 1,241 - Power Systems - Microgrids - Control Theory - AI

Biography

Dr Jinming Duan is a Lecturer in Artificial Intelligence in Medicine. His work focuses on cutting-edge machine learning methods for cardiovascular imaging. His PhD thesis focused on modern variational and partial differential equation (PDE)-based methods, with applications to image processing and analysis. He is a lead collaborator of the EPSRC SmartHeart Programme at University of Birmingham. 
Title
Cited by
Year
Deep-reinforcement-learning-based autonomous voltage control for power grid operations
J Duan, D Shi, R Diao, H Li, Z Wang, B Zhang, D Bian, Z YiIEEE Transactions on Power Systems 35 (1), 814-817, 2019201
244
2019
A data-driven multi-agent autonomous voltage control framework using deep reinforcement learning
S Wang, J Duan, D Shi, C Xu, H Li, R Diao, Z WangIEEE Transactions on Power Systems 35 (6), 4644-4654, 2020202
158
2020
Reinforcement-learning-based optimal control of hybrid energy storage systems in hybrid AC–DC microgrids
J Duan, Z Yi, D Shi, C Lin, X Lu, Z WangIEEE Transactions on Industrial Informatics 15 (9), 5355-5364, 2019201
120
2019
Autonomous voltage control for grid operation using deep reinforcement learning
R Diao, Z Wang, D Shi, Q Chang, J Duan, X Zhang2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2019201
96
2019
Decentralized high-performance control of DC microgrids
C Wang, J Duan, B Fan, Q Yang, W LiuIEEE Transactions on Smart Grid 10 (3), 3355-3363, 2018201
87
2018
Q-learning-based damping control of wide-area power systems under cyber uncertainties
J Duan, H Xu, W LiuIEEE Transactions on Smart Grid 9 (6), 6408-6418, 2017201
62
2017
Accurate power sharing and synthetic inertia control for dc building microgrids with guaranteed performance
Z Yi, X Zhao, D Shi, J Duan, Y Xiang, Z WangIEEE Access 7, 63698-63708, 2019201
53
2019
AI-based autonomous line flow control via topology adjustment for maximizing time-series ATCs
T Lan, J Duan, B Zhang, D Shi, Z Wang, R Diao, X Zhang2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020202
43
2020
Adaptive decentralized output-constrained control of single-bus DC microgrids
J Peng, B Fan, J Duan, Q Yang, W LiuIEEE/CAA Journal of Automatica Sinica 6 (2), 424-432, 2019201
41
2019
A deep reinforcement learning-based multi-agent framework to enhance power system resilience using shunt resources
M Kamruzzaman, J Duan, D Shi, M BenidrisIEEE Transactions on Power Systems 36 (6), 5525-5536, 2021202
39
2021
A novel method of fault location for single-phase microgrids
J Duan, K Zhang, L ChengIEEE Transactions on smart grid 7 (2), 915-925, 2015201
39
2015
Distributed control of inverter-interfaced microgrids based on consensus algorithm with improved transient performance
J Duan, C Wang, H Xu, W Liu, Y Xue, JC Peng, H JiangIEEE Transactions on Smart Grid 10 (2), 1303-1312, 2017201
36
2017
Distributed control of multiple-bus microgrid with paralleled distributed generators
B Fan, J Peng, J Duan, Q Yang, W LiuIEEE/CAA Journal of Automatica Sinica 6 (3), 676-684, 2019201
32
2019
Zero-sum game based cooperative control for onboard pulsed power load accommodation
J Duan, H Xu, W Liu, JC Peng, H JiangIEEE Transactions on Industrial Informatics 16 (1), 238-247, 2019201
30
2019
Distributed control of inverter-interfaced microgrids with bounded transient line currents
J Duan, C Wang, H Xu, W Liu, JC Peng, H JiangIEEE Transactions on Industrial Informatics 14 (5), 2052-2061, 2018201
28
2018
DDPG-based multi-agent framework for SVC tuning in urban power grid with renewable energy resources
X Zhang, Y Liu, J Duan, G Qiu, T Liu, J LiuIEEE Transactions on Power Systems 36 (6), 5465-5475, 2021202
27
2021
A deep reinforcement learning based approach for optimal active power dispatch
J Duan, H Li, X Zhang, R Diao, B Zhang, D Shi, X Lu, Z Wang, S Wang2019 IEEE Sustainable Power and Energy Conference (iSPEC), 3-7, 2019201
26
2019
TDCM: An IP watermarking algorithm based on two dimensional chaotic mapping
W Liang, K Wu, Y Xie, J DuanComputer Science and Information Systems (2), 823-841, 2015201
12
2015
A Rprop-neural-network-based PV maximum power point tracking algorithm with short-circuit current limitation
Y Cui, Z Yi, J Duan, D Shi, Z Wang2019 IEEE Power & Energy Society Innovative Smart Grid Technologies …, 2019201
10
2019
Event-triggered and self-triggered wide-area damping control designs under uncertainties
J Duan, H Xu, W LiuTransactions of the Institute of Measurement and Control 40 (7), 2259-2269, 20120
8
2018

Referred From: https://scholar.google.com/citations?user=mzb_rjwAAAAJ&hl=en

Cited by
Citations 1241
h-index 17
i10-index 19
Open Access Journals