控制理论与应用2024,Vol.41Issue(12):2237-2248,12.DOI:10.7641/CTA.2023.20401
一类多生产线可重入制造系统的层次化鲁棒控制策略
A hierarchial robust control strategy for multi-line re-entrant manufacturing systems
摘要
Abstract
This article investigates the hierarchical intelligent control strategy for a class of multi-lines re-entrant man-ufacturing systems.Based on the hierarchical modeling technique,a hyperbolic partial differential equation(PDE)is employed to express the overall complex system behaviors and a corresponding robust controller is constructed such that the manufacturing systems enter an expected steady working mode in finite time.With the combination of the fuzzy mod-eling technique and sliding control approach,the closed-loop manufacturing plants can suppress the inevitable disturbances in the sense of H∞ performance.Due to the inherent infinite-dimension nature of the designed control synthesis,an effec-tive numerical algorithm is proposed to solve the controller design via the convex optimization technique.The provided numerical experiments demonstrate the feasibility and advantages of the proposed intelligent control strategy.关键词
多生产线可重入制造系统/连续非线性偏微分方程模型/层次化架构/鲁棒控制/基于模糊模型的控制Key words
multi-line re-entrant manufacturing systems/continuous-time nonlinear PDE model/hierarchial architec-ture/robust control/fuzzy-model-based control引用本文复制引用
张春阳,高庆,吕金虎,陈巍,王健男..一类多生产线可重入制造系统的层次化鲁棒控制策略[J].控制理论与应用,2024,41(12):2237-2248,12.基金项目
国家重点研发计划项目(2022YFF0902800),国家自然科学基金项目(61903016,62273016)资助.Supported by the National Key Research and Development Program of China(2022YFF0902800)and the National Natural Science Foundation of China(61903016,62273016). (2022YFF0902800)