中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Analysis of the incompleteness of the priority ascent strategy of feasibility judgment and soft constraint adjustment

文献类型:期刊论文

作者Liu JB(刘建帮)1,2,4; Zhang X(张鑫)1,2; Zou T(邹涛)3
刊名ISA Transactions
出版日期2020
卷号101页码:256–268
关键词Control Two-layer model predictive control Feasibility judgment and soft constraint adjustment Priority ascent strategy Incompleteness
ISSN号0019-0578
产权排序1
英文摘要

The priority ascent strategy of feasibility judgment and soft constraint adjustment has been playing a significant role in two-layer model predictive control for decades of years. Nevertheless, our latest researches indicate the present priority ascent strategy is incomplete in some extent, which could have been repaired through some technical adjustment. Therefore, an augmented method is proposed to fundamentally settle the problem in the paper. Firstly, a special case is presented to verify the incompleteness of the present strategy. Secondly, some existing methods which can partly solve the problem are carried out and discussed. Then, an augmented priority ascent strategy which considers all hard constraints in advance is proposed to solve the incompleteness of the present strategy. Furthermore, a brief proof is given to demonstrate the completeness of the proposed approach. Finally, some simulations are discussed to indicate its feasibility and effectiveness.

WOS关键词MODEL-PREDICTIVE CONTROL ; STATE TARGET OPTIMIZATION ; LP-MPC ; PERFORMANCE
资助项目National Key Research and Development Program of China[2017YFA0700303] ; National Natural Science Foundation of China[61773366] ; Natural Science Foundation of Liaoning Province[2019-KF-03-07] ; China Scholarship Council
WOS研究方向Automation & Control Systems ; Engineering ; Instruments & Instrumentation
语种英语
WOS记录号WOS:000538134700023
资助机构National Key Research and Development Program of China [grant number 2017YFA0700303] ; National Natural Science Foundation of China [grant number 61773366] ; Natural Science Foundation of Liaoning Province[grant number 2019-KF-03-07] ; national foundation for studying abroad from the China Scholarship Council
源URL[http://ir.sia.cn/handle/173321/26308]  
专题沈阳自动化研究所_数字工厂研究室
通讯作者Zou T(邹涛)
作者单位1.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110016, China
2.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
3.School of Mechanical and Electrical Engineering, Guangzhou University, Guangzhou 510006, China
4.University of Chinese Academy of Sciences, Beijing 100049, China
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GB/T 7714
Liu JB,Zhang X,Zou T. Analysis of the incompleteness of the priority ascent strategy of feasibility judgment and soft constraint adjustment[J]. ISA Transactions,2020,101:256–268.
APA Liu JB,Zhang X,&Zou T.(2020).Analysis of the incompleteness of the priority ascent strategy of feasibility judgment and soft constraint adjustment.ISA Transactions,101,256–268.
MLA Liu JB,et al."Analysis of the incompleteness of the priority ascent strategy of feasibility judgment and soft constraint adjustment".ISA Transactions 101(2020):256–268.

入库方式: OAI收割

来源:沈阳自动化研究所

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