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Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management Journal article
Journal of Modern Power Systems and Clean Energy, 2022,Volume: 10,Issue: 3,Page: 743-754
Authors:  Huang, Chao;  Zhang, Hongcai;  Wang, Long;  Luo, Xiong;  Song, Yonghua
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/06/19
Demand Response  
Demand response for industrial micro-grid considering photovoltaic power uncertainty and battery operational cost Journal article
IEEE Transactions on Smart Grid, 2021,Volume: 12,Issue: 4
Authors:  Huang,Chao;  Zhang,Hongcai;  Song,Yonghua;  Wang,Long;  Ahmad,Tanveer;  Luo,Xiong
Favorite |  | TC[WOS]:10 TC[Scopus]:16 | Submit date:2021/03/09
Demand Response  Forecasting  Industrial Micro-grid  Manufacturing  Mixed Integer Nonlinear Programming.  Multi-energy  Optimization  Optimization Methods  Probabilistic Logic  Production  Uncertainty  
Evolutionary computing assisted deep reinforcement learning for multi-objective integrated energy system management Conference paper
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI, Washington, 01-03 November 2021
Authors:  Huang, Chao;  Wang, Long;  Luo, Xiong;  Zhang, Hongcai;  Song, Yonghua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Deep Reinforcement Learning  Evolutionary Computing  Integrated Energy System  Multi-objective Optimization  
OrgaNet: A Deep Learning Approach for Automated Evaluation of Organoids Viability in Drug Screening Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Bian, Xuesheng;  Li, Gang;  Wang, Cheng;  Shen, Siqi;  Liu, Weiquan;  Lin, Xiuhong;  Chen, Zexin;  Cheung, Mancheung;  Luo, Xiong Biao
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ATP  Drug screening  Microscopy image  Organoid  
Robust Forecasting of River-Flow Based on Convolutional Neural Network Journal article
IEEE Transactions on Sustainable Computing, 2020,Volume: 5,Issue: 4,Page: 594-600
Authors:  Huang, Chao;  Zhang, Jing;  Cao, Longpeng;  Wang, Long;  Luo, Xiong;  Wang, Jenq Haur;  Bensoussan, Alain
Favorite |  | TC[WOS]:8 TC[Scopus]:8 | Submit date:2021/12/06
Convolutional Neural Network  River-flow Forecasting  Robust Loss Function  Transfer Learning  
Point and interval forecasting of solar irradiance with an active Gaussian process Journal article
IET Renewable Power Generation, 2020,Volume: 14,Issue: 6,Page: 1020-1030
Authors:  Huang, Chao;  Zhao, Zhenyu;  Wang, Long;  Zhang, Zijun;  Luo, Xiong
Favorite |  | TC[WOS]:13 TC[Scopus]:15 | Submit date:2021/12/06