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A knowledge-and-data-driven modeling approach for simulating plant growth and the dynamics of CO2/O2 concentrations in a closed system of plants and humans by integrating mechanistic and empirical models 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 卷号: 148, 期号: 0, 页码: 280-290
Authors:  Fan, Xing-Rong;  Wang, Xiujuan;  Kang, Mengzhen;  Hua, Jing;  Guo, Shuangsheng;  de Reffye, Philippe;  Hu, Bao-Gang
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Closed Ecological Life Support System  Functional-structural Plant Model  Knowledge-and-data-driven Model  Mass Balance Model  Model Evaluation  And Model Verification  
Deep Belief Network Based Hybrid Model for Building Energy Consumption Prediction 期刊论文
ENERGIES, 2018, 卷号: 11, 期号: 1
Authors:  Li, Chengdong;  Ding, Zixiang;  Yi, Jianqiang;  Lv, Yisheng;  Zhang, Guiqing
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Building Energy Consumption Prediction  Deep Belief Network  Contrastive Divergence Algorithm  Least Squares Learning  Energy-consuming Pattern  
Optimization of electricity consumption in office buildings based on adaptive dynamic programming 期刊论文
SOFT COMPUTING, 2017, 卷号: 21, 期号: 21, 页码: 6369-6379
Authors:  Shi, Guang;  Wei, Qinglai;  Liu, Derong
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Office Buildings  Electricity Consumption Optimization  Battery Management  Optimal Control  Adaptive Dynamic Programming  Neural Networks  
Building Energy Consumption Prediction: An Extreme Deep Learning Approach 期刊论文
ENERGIES, 2017, 卷号: 10, 期号: 10, 页码: 1-20
Authors:  Li, Chengdong;  Ding, Zixiang;  Zhao, Dongbin;  Yi, Jianqiang;  Zhang, Guiqing
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Building Energy Consumption  Deep Learning  Stacked Autoencoders  Extreme Learning Machine  
Echo state network-based Q-learning method for optimal battery control of offices combined with renewable energy 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 7, 页码: 915-922
Authors:  Shi, Guang;  Liu, Derong;  Wei, Qinglai
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Recurrent Neural Nets  Neurocontrollers  Learning (Artificial Intelligence)  Office Environment  Optimal Control  Solar Power  Energy Consumption  Time Series  Secondary Cells  Energy Management Systems  Function Approximation  Echo State Network-based Q-learning Method  Optimal Battery Control  Renewable Energy  Optimal Energy Management  Solar Energy  Energy Consumption  Energy Demand  Time Series  Real-time Electricity Rate  Periodic Functions  Q-function  Optimal Charging Strategy  Optimal Discharging Strategy  Optimal Idle Strategy  Numerical Analysis  
Energy consumption prediction of office buildings based on echo state networks 期刊论文
NEUROCOMPUTING, 2016, 卷号: 216, 期号: n/a, 页码: 478-488
Authors:  Shi, Guang;  Liu, Derong;  Wei, Qinglai
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Energy Consumption  Time-series Prediction  Office Buildings  Echo State Networks  Reservoir Topologies  
Towards a miniature self-propelled jellyfish-like swimming robot 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2016, 卷号: 13, 期号: 5, 页码: 1-9
Authors:  Yu, Junzhi;  Xiao, Jundong;  Li, Xiangbin;  Wang, Weibing
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Bioinspired Robot  Soft Robot  Robotic Jellyfish  Motion Control  Swimming  
Industrial Big Data Analytics: Challenges, Methodologies, and Applications 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2016, 期号: 11, 页码: 1101-1110
Authors:  Wang JP(王军平);  JUNPING WANG
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Industry 4.0  Cloud Robotics  Industrial Big Data  Predictive Manufacturing  
Online energy management of PV-assisted charging station under time-of-use pricing 期刊论文
ELECTRIC POWER SYSTEMS RESEARCH, 2016, 卷号: 137, 页码: 76-85
Authors:  Liu, Nian;  Zou, Fuqiang;  Wang, Lingfeng;  Wang, Cheng;  Chen, Zhineng;  Chen, Qifang
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Electric Vehicle  Online Decision-making  Charging Station  Photovoltaic System  Energy Management  
Adaptive Integral Operators for Signal Separation 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2015, 卷号: 22, 期号: 9, 页码: 1383-1387
Authors:  Hu, Xiyuan;  Silong Peng;  Hwang, Wen-Liang
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Integral Equation  Narrow Band Signal