A weighted local steady-state determination approach based on the globally optimal economic steady-states | |
Liu JB(刘建帮)2,3,4; Sun HJ(孙浩杰)2,3; Lu YS(陆云松)2,3; Hu JT(胡静涛)2,3; Zou T(邹涛)1 | |
刊名 | Canadian Journal of Chemical Engineering |
2021 | |
卷号 | 99期号:10页码:2229-2240 |
关键词 | model predictive control optimal control process control |
ISSN号 | 0008-4034 |
产权排序 | 1 |
英文摘要 | Steady-state incremental constraints of manipulated variables play a vital role in making given steady-states satisfy physical limitations and avoiding drastic set-point changes. Nevertheless, some research reveals that the steady-state incremental constraints will make the given locally optimal economic steady-states diverge from the globally optimal economic steady-states. Therefore, a novel weighted local steady-state determination approach based on the globally optimal economic steady-states is presented in this paper. Firstly, the globally and locally optimal economic steady-states are both evaluated through considering and not considering steady-state incremental constraints. Then, the angle between them is evaluated and the closest local steady-state from the globally optimal economic steady-state is calculated. Subsequently, a new weighted local steady-state is evaluated by combining the locally optimal economic steady-state and the closest local steady-state, in which the weighting coefficient is carefully tuned based on the above-calculated angle. Finally, several simulations verify that the proposed method could effectively shorten the settling time of controlled systems and improve their economic performance. |
资助项目 | China Scholarship Council ; National Key Research and Development Program of China[2017YFA0700303] ; National Natural Science Foundation of China[61533015] ; National Natural Science Foundation of China[61773366] ; Natural Science Foundation of Liaoning Province[2019-KF-03-07] |
WOS关键词 | MODEL-PREDICTIVE CONTROL ; STRATEGY ; OPTIMIZATION |
WOS研究方向 | Engineering |
语种 | 英语 |
WOS记录号 | WOS:000613216700001 |
资助机构 | China Scholarship Council ; National Key Research and Development Program of China, Grant/Award Number: 2017YFA0700303 ; National Natural Science Foundation of China, Grant/Award Numbers: 61533015, 61773366 ; NaturalScience Foundation of Liaoning Province, Grant/Award Number: 2019-KF-03-07 |
内容类型 | 期刊论文 |
源URL | [http://ir.sia.cn/handle/173321/28305] |
专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
通讯作者 | Hu JT(胡静涛); Zou T(邹涛) |
作者单位 | 1.School of Mechanical and Electrical Engineering, Guangzhou University, Guangzhou, China 2.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China 3.Key Laboratory of Networked Control Systems of CAS, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China 4.University of Chinese Academy of Sciences, Beijing, China |
推荐引用方式 GB/T 7714 | Liu JB,Sun HJ,Lu YS,et al. A weighted local steady-state determination approach based on the globally optimal economic steady-states[J]. Canadian Journal of Chemical Engineering,2021,99(10):2229-2240. |
APA | Liu JB,Sun HJ,Lu YS,Hu JT,&Zou T.(2021).A weighted local steady-state determination approach based on the globally optimal economic steady-states.Canadian Journal of Chemical Engineering,99(10),2229-2240. |
MLA | Liu JB,et al."A weighted local steady-state determination approach based on the globally optimal economic steady-states".Canadian Journal of Chemical Engineering 99.10(2021):2229-2240. |
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