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CASIA OpenIR
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Supervised assisted deep reinforcement learning for emergency voltage control of power systems 期刊论文
NEUROCOMPUTING, 2022, 卷号: 475, 页码: 69-79
作者:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Dai, Yuxin;  Yu, Zhihong;  Zhang, Jun Jason;  Bu, Guangquan;  Wang, Fei-Yue
Adobe PDF(2551Kb)  |  收藏  |  浏览/下载：343/70  |  提交时间：2022/06/06
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Emergency control  
A Dragonfly Optimization Algorithm for Extracting Maximum Power of Grid-Interfaced PV Systems 期刊论文
SUSTAINABILITY, 2021, 卷号: 13, 期号: 19, 页码: 27
作者:  Lodhi, Ehtisham;  Wang, Fei-Yue;  Xiong, Gang;  Mallah, Ghulam Ali;  Javed, Muhammad Yaqoob;  Tamir, Tariku Sinshaw;  Gao, David Wenzhong
收藏  |  浏览/下载：243/0  |  提交时间：2022/01/27
photovoltaic (PV)  partial shading  maximum power point tracking (MPPT)  dragonfly optimization algorithm (DOA)  adaptive cuckoo search optimization (ACSO)  fruit fly optimization algorithm combined with general regression neural network (FFO-GRNN)  improved particle swarm optimization (IPSO)  voltage source inverter (VSI)  total harmonic distortion (THD)  
SADRL: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 467, 页码: 300-309
作者:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Jin, Junchen;  Huang, Yanhao;  Zhang, Jun Jason;  Wang, Fei-Yue
Adobe PDF(1244Kb)  |  收藏  |  浏览/下载：324/73  |  提交时间：2021/12/28
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Double DQN