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Alternative TitleResearch development of two-layered predictive control
邹涛; 潘昊; 丁宝苍; 于海斌
Source Publication控制理论与应用
Indexed ByEI ; CSCD
EI Accession number20144900301505
Contribution Rank1
Funding Organization国家自然科学基金资助项目(61374112, 61174095, 61074059);中国科学院重点部署项目(KGED-EW-302)
Keyword模型预测控制 双层结构 积分过程 稳态分析 奇异性
Other AbstractModern large-scale industrial control systems adopt hierarchical structures, where the advanced process control with model predictive control (MPC), as its representative, has been considered one of the most important achievements. The two-layered structure, i.e., the steady state optimization layer and the dynamic control layer, is dominant in the industrial MPC technology. The two-layered MPC can effectively handle the multi-objective optimization and multi-variable control problems in the complex processes. The algorithm of two-layered MPC is briefly summarized. The compatibility and uniqueness of the steady state solutions for the multi-variable MPC are analyzed based on the steady-state relationship between the control inputs and the controlled outputs, demonstrating the importance of the steady state optimization. Viewpoints are presented on issues such as performance comparisons between two-layered MPC and zone MPC, the singularity of the steady-state model, and the dynamics of the closed-loop system. Topics requiring further researches are pointed out.
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Document Type期刊论文
Corresponding Author邹涛
Recommended Citation
GB/T 7714
邹涛,潘昊,丁宝苍,等. 双层结构预测控制研究进展[J]. 控制理论与应用,2014,31(10):1327-1337.
APA 邹涛,潘昊,丁宝苍,&于海斌.(2014).双层结构预测控制研究进展.控制理论与应用,31(10),1327-1337.
MLA 邹涛,et al."双层结构预测控制研究进展".控制理论与应用 31.10(2014):1327-1337.
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