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Adaptive Critic Designs for Optimal Event-Driven Control of a CSTR System
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 1, 页码: 484-493
作者:
Yang, Xiong
;
Wei, Qinglai
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浏览/下载:183/0
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提交时间:2021/01/06
Chemical reactors
Optimal control
Nonlinear systems
Adaptive systems
Cost function
Informatics
Closed loop systems
Adaptive critic designs (ACDs)
continuous stirred tank reactor (CSTR)
discounted cost
event-driven control
reinforcement learning (RL)
Adaptive output-feedback finite-time stabilisation of stochastic non-linear systems with application to a two-stage chemical reactor
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2019, 卷号: 13, 期号: 4, 页码: 534-542
作者:
Sui, Shuai
;
Chen, C. L. Philip
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浏览/下载:300/0
  |  
提交时间:2019/07/12
chemical reactors
stochastic systems
control system synthesis
feedback
differential equations
adaptive control
uncertain systems
observers
stochastic processes
nonlinear control systems
stability
fuzzy control
control nonlinearities
probability
adaptive output-feedback finite-time stabilisation
two-stage chemical reactor
uncertain stochastic nonlinear system
unmeasured system variables
fuzzy logic systems
fuzzy state observer
stochastic differential equation
adaptive backstepping intelligent control
two-stage continuous stirred tank reactor process
controller design
single-input single-output system
SISO
probability
Data-Based Optimal Control for Weakly Coupled Nonlinear Systems Using Policy Iteration
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 4, 页码: 511-521
作者:
Li, Chao
;
Liu, Derong
;
Wang, Ding
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Adobe PDF(892Kb)
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浏览/下载:926/583
  |  
提交时间:2017/05/03
Adaptive Dynamic Programming (Adp)
Neural Networks (Nns)
Optimal Control
Policy Iteration (Pi)
Unknown Dynamics
Weakly Coupled Systems
Data-driven H∞ control for nonlinear distributed parameter systems
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2015, 卷号: 26, 期号: 11, 页码: 2949-2961
作者:
Luo, Biao
;
Huang, Tingwen
;
Wu, Huai-Ning
;
Yang, Xiong
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Adobe PDF(1844Kb)
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浏览/下载:376/146
  |  
提交时间:2016/10/28
Data Driven
Online policy iteration algorithm for optimal control of linear hyperbolic PDE systems
期刊论文
Journal of Process Control, 2012, 卷号: 22, 期号: 7, 页码: 1161-1170
作者:
Luo, Biao
;
Wu, Huai-Ning
Adobe PDF(841Kb)
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浏览/下载:203/65
  |  
提交时间:2016/04/08
Policy Iteration
Heuristic dynamic programming algorithm for optimal control design of linear continuous-time hyperbolic PDE systems
期刊论文
Industrial & Engineering Chemistry Research, 2012, 卷号: 51, 期号: 27, 页码: 9310-9319
作者:
Wu, Huai-Ning
;
Luo, Biao
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Adobe PDF(2461Kb)
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浏览/下载:235/73
  |  
提交时间:2016/04/08
Heuristic Dynamic Programming
Approximate optimal control design for nonlinear one-dimensional parabolic PDE systems using empirical eigenfunctions and neural network
期刊论文
IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, 2012, 卷号: 42, 期号: 6, 页码: 1538-1549
作者:
Luo, Biao
;
Wu, Huai-Ning
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Adobe PDF(653Kb)
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浏览/下载:436/137
  |  
提交时间:2016/04/08
Approximate Optimal Control Design
L2 disturbance attenuation for highly dissipative nonlinear spatially distributed processes via HJI approach
期刊论文
Journal of Process Control, 2014, 卷号: 24, 期号: 5, 页码: 550-567
作者:
Wu, Huai-Ning
;
Luo, Biao
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Adobe PDF(1945Kb)
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浏览/下载:266/80
  |  
提交时间:2016/04/08
Highly Dissipative Partial Differential Equations (Pdes)
Adaptive Optimal Control of Highly Dissipative Nonlinear Spatially Distributed Processes With Neuro-Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 4, 页码: 684-696
作者:
Luo, Biao
;
Wu, Huai-Ning
;
Li, Han-Xiong
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Adobe PDF(2465Kb)
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浏览/下载:377/123
  |  
提交时间:2016/03/30
Adaptive Optimal Control
Empirical Eigenfunction (Eef)
Highly Dissipative Partial Differential Equations (Pdes)
Neuro-dynamic Programming (Ndp)
Spatially Distributed Processes (Sdps)
Data-based Suboptimal Neuro-control Design with Reinforcement Learning for Dissipative Spatially Distributed Processes
期刊论文
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2014, 卷号: 53, 期号: 19, 页码: 8106-8119
作者:
Luo, Biao
;
Wu, Huai-Ning
;
Li, Han-Xiong
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Adobe PDF(5283Kb)
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浏览/下载:250/77
  |  
提交时间:2015/08/12
Data-based