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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
Authors:  Yang, Xiong;  Wei, Qinglai
Favorite  |  View/Download:11/0  |  Submit date: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)  
Robust Optimization-Based Iterative Learning Control for Nonlinear Systems With Nonrepetitive Uncertainties 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1001-1014
Authors:  Deyuan Meng;  Jingyao Zhang
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Adaptive iterative learning control (ILC)  nonlinear time-varying system  robust convergence  substochastic matrix  
Adaptive Fault-Delay Accommodation for a Class of State-Delay Systems With Actuator Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 910-918
Authors:  Shengjuan Huang;  Chunrong Li
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Adaptive fault-delay tolerant control (AFDTC)  linear systems  stability  state delay  
Iterative Learning Control for Distributed Parameter Systems Based on Non-Collocated Sensors and Actuators 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 865-871
Authors:  Jianxiang Zhang;  Baotong Cui;  Xisheng Dai;  Zhengxian Jiang
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Actuators  distributed parameter system  iterative learning control  PD-type ILC scheme  sensors  
Developing Soft Sensors for Polymer Melt Index in an Industrial Polymerization Process Using Deep Belief Networks 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 44-54
Authors:  Chang-Hao Zhu;  Jie Zhang
View  |  Adobe PDF(1138Kb)  |  Favorite  |  View/Download:1/1  |  Submit date:2021/02/22
Polymer melt index  soft sensor  deep learning  deep belief network (DBN)  unsupervised training.  
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
Authors:  Sui, Shuai;  Chen, C. L. Philip
Favorite  |  View/Download:52/0  |  Submit date: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  
炼焦烟气脱硝过程建模与运行优化控制方法研究 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  李亚宁
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炼焦烟气  脱硫脱硝  换向过程  运行优化  数据驱动  
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
Authors:  Li, Chao;  Liu, Derong;  Wang, Ding
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Adaptive Dynamic Programming (Adp)  Neural Networks (Nns)  Optimal Control  Policy Iteration (Pi)  Unknown Dynamics  Weakly Coupled Systems  
Adaptive Fault Tolerant Control of Multi-time-scale Singularly Perturbed Systems 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 6, 页码: 736-746
Authors:  Adel Tellili;  Nouceyba Abdelkrim;  Amina Challouf;  Mohamed Naceur Abdelkrim
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Singularly perturbed systems  time scale decomposition  adaptive fault tolerant control  actuator fault  Lyapunov equations.  
A Nash Game Approach to Mixed H2/H∞ Model Predictive Control: Part 3 – Output Feedback Case 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 5, 页码: 616-624
Authors:  Pakkiriswamy Aadaleesan;  Prabirkumar Saha
View  |  Adobe PDF(489Kb)  |  Favorite  |  View/Download:2/2  |  Submit date:2021/02/23
Robust model predictive control  mixed H2/H∞ control  Nash game  output feedback model predictive control (MPC)  automatic differentiation  fragility of controller.