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Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者:
Ding Wang
;
Ning Gao
;
Derong Liu
;
Jinna Li
;
Frank L. Lewis
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/01/02
Adaptive dynamic programming (ADP)
advanced control
complex environment
data-driven control
event-triggered design
intelligent control
neural networks
nonlinear systems
optimal control
reinforcement learning (RL)
Flow and solute transport in dissolutive wetting
期刊论文
PHYSICS OF FLUIDS, 5, 2023, 卷号: 35, 页码: 53329
作者:
Yang JH(杨锦鸿)
;
Yuan QZ(袁泉子)
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  |  
浏览/下载:10/0
  |  
提交时间:2023/07/17
Towards a theoretical foundation of PID control for uncertain nonlinear systems
期刊论文
AUTOMATICA, 2022, 卷号: 142, 页码: 12
作者:
Zhao, Cheng
;
Guo, Lei
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  |  
浏览/下载:6/0
  |  
提交时间:2023/02/07
PID control
Uncertain nonlinear systems
Non-affine systems
Global stabilization
Asymptotic regulation
Incipient fault detection and diagnosis of nonlinear industrial process with missing data
期刊论文
Journal of the Taiwan Institute of Chemical Engineers, 2022, 卷号: 132
作者:
Mou, Miao
;
Zhao, Xiaoqiang
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  |  
浏览/下载:10/0
  |  
提交时间:2022/04/21
Data acquisition
Embeddings
Fault detection
Matrix algebra
Recovery
Data missing
Dissimilarity analysis
Embeddings
Fault detection and diagnosis
Incipient faults
Low rank matrix decomposition
Low-rank matrices
Matrix decomposition
Mixed kernel function
Neighborhood preserving embedding
Neighbourhood
Separation of NH3/CO2 from melamine tail gas with ionic liquid: Process evaluation and thermodynamic properties modelling
期刊论文
SEPARATION AND PURIFICATION TECHNOLOGY, 2021, 卷号: 274, 页码: 13
作者:
Liu, Xinyan
;
Chen, Yuqiu
;
Zeng, Shaojuan
;
Zhang, Xiangping
;
Liang, Xiaodong
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  |  
浏览/下载:40/0
  |  
提交时间:2021/08/31
Ionic liquids
Thermodynamic model
Process evaluation
Control of Nonlinear Uncertain Systems by Extended PID
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 8, 页码: 3840-3847
作者:
Zhao, Cheng
;
Guo, Lei
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  |  
浏览/下载:28/0
  |  
提交时间:2021/10/26
Nonlinear systems
Uncertain systems
PD control
PI control
Uncertainty
Design methodology
Regulation
Affine nonlinear systems
diffeomorphism
normal form
proportional-integral-derivative (PID) control
regulation
system uncertainty
A Novel Resilient Control Scheme for a Class of Markovian Jump Systems With Partially Unknown Information
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 10
作者:
Zhang, Kun
;
Su, Rong
;
Zhang, Huaguang
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  |  
浏览/下载:8/0
  |  
提交时间:2022/04/02
Games
Process control
Markov processes
Game theory
Actuators
System dynamics
Heuristic algorithms
Adaptive dynamic programming
integral reinforcement learning (IRL)
resilient control
zero-sum game
Multimode Industrial Process Monitoring using Hierarchical Mode Division and Serial Independent Component Analysis
会议论文
山西太原, 2021年7月30日-8月1日
作者:
Li S(李帅)
;
Zhou XF(周晓锋)
;
Shi HB(史海波)
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  |  
浏览/下载:5/0
  |  
提交时间:2022/01/27
Process monitoring
multimode industrial process
transition mode
hierarchical mode division
serial independent component analysis
Fault Diagnosis Based on Multi-scale LSTM-FCNs for Industrial Process
会议论文
Chengdu, China, December 17-18, 2021
作者:
Yang SJ(阳少杰)
;
Li P(里鹏)
;
Li S(李帅)
;
Zhou XF(周晓锋)
;
Jiang, Shanghong
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/04/13
industrial process
fault diagnosis
multi-scale feature extraction
deep neural networks
variational mode decomposition
Comprehensive monitoring of industrial processes using multivariable characteristics evaluation and subspace decomposition
期刊论文
CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 2021, 页码: 1-18
作者:
Li S(李帅)
;
Zhou XF(周晓锋)
;
Shi HB(史海波)
;
Pan FC(潘福成)
;
Li X(李歆)
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2021/09/09
comprehensive monitoring
fault detection
industrial processes
multivariable characteristics
subspace decomposition
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