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Adaptive Critic Nonlinear Robust Control: A Survey
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3429-3451
作者:
Wang, Ding
;
He, Haibo
;
Liu, Derong
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Adobe PDF(1954Kb)
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浏览/下载:439/148
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提交时间:2018/03/03
Adaptive Critic Designs
Adaptive/approximate Dynamic Programming (Adp)
Boundedness
Convergence
Neural Networks
Optimal Control
Reinforcement Learning
Robust Control
Stability
Event-Driven Nonlinear Discounted Optimal Regulation Involving a Power System Application
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 10, 页码: 8177-8186
作者:
Wang, Ding
;
He, Haibo
;
Zhong, Xiangnan
;
Liu, Derong
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Adobe PDF(1126Kb)
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浏览/下载:379/125
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提交时间:2018/03/03
Adaptive/approximate Dynamic Programming
Approximation
Discount Factor
Event-driven Control
Neural Networks
Optimal Regulation
Power System
Bounded robust control design for uncertain nonlinear systems using single-network adaptive dynamic programming
期刊论文
NEUROCOMPUTING, 2017, 卷号: 266, 页码: 128-140
作者:
Huang, Yuzhu
;
Wang, Ding
;
Liu, Derong
Adobe PDF(1876Kb)
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浏览/下载:357/98
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提交时间:2018/03/03
Neural Networks
Optimal Control
Adaptive Dynamic Programming
Bounded Robust Control
Uncertain Nonlinear Systems
Event-Triggered Optimal Control for Partially Unknown Constrained-Input Systems via Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 5, 页码: 4101-4109
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
He, Haibo
;
Ji, Junhong
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Adobe PDF(2325Kb)
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浏览/下载:561/217
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提交时间:2017/09/12
Actor-critic-identifier
Concurrent Learning
Constrained Input
Event-triggered (Et) Control
Hamilton-jacobi-bellman (Hjb) Equation
Observer-critic structure-based adaptive dynamic programming for decentralised tracking control of unknown large-scale nonlinear systems
期刊论文
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 卷号: 48, 期号: 9, 页码: 1978-1989
作者:
Zhao, Bo
;
Liu, Derong
;
Yang, Xiong
;
Li, Yuanchun
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Adobe PDF(1233Kb)
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浏览/下载:335/120
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提交时间:2017/07/18
Adaptive Dynamic Programming
Decentralised Tracking Control
Unknown Large-scale Nonlinear Systems
Observer-critic Structure
Neural Networks
Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 6, 页码: 4935-4944
作者:
Wang, Ding
;
He, Haibo
;
Mu, Chaoxu
;
Liu, Derong
Adobe PDF(728Kb)
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浏览/下载:352/115
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提交时间:2017/07/18
Adaptive/approximate Dynamic Programming
Adaptive Critic Control
Disturbance Attenuation
Intelligent Control
Neural Identification
Smart Microgrid
Self-tuned local feedback gain based decentralized fault tolerant control for a class of large-scale nonlinear systems
期刊论文
NEUROCOMPUTING, 2017, 期号: 235, 页码: 147-156
作者:
Zhao, Bo
;
Li, Yuanchun
;
Liu, Derong
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Adobe PDF(1373Kb)
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浏览/下载:426/114
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提交时间:2017/05/05
Large-scale Nonlinear Systems
Partial Loss Of Actuator Effectiveness
Decentralized Fault Tolerant Control
Self-tuned Local Feedback Gain
Neural Network
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
作者:
Shi, Guang
;
Liu, Derong
;
Wei, Qinglai
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Adobe PDF(3253Kb)
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浏览/下载:438/132
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提交时间:2017/02/23
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
Decentralized guaranteed cost control of interconnected systems with uncertainties: A learning-based optimal control strategy
期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 页码: 297-306
作者:
Wang, Ding
;
Liu, Derong
;
Mu, Chaoxu
;
Ma, Hongwen
Adobe PDF(1113Kb)
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浏览/下载:459/124
  |  
提交时间:2017/02/14
Adaptive Dynamic Programming
Decentralized Control
Guaranteed Cost Control
Interconnected Systems
Learning Control
Neural Networks
Optimal Control
Uncertain Plant
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
作者:
Shi, Guang
;
Liu, Derong
;
Wei, Qinglai
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Adobe PDF(1405Kb)
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浏览/下载:464/198
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提交时间:2017/02/14
Energy Consumption
Time-series Prediction
Office Buildings
Echo State Networks
Reservoir Topologies