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一类多生产线可重入制造系统的层次化鲁棒控制策略

张春阳 高庆 吕金虎 陈巍 王健男

控制理论与应用2024,Vol.41Issue(12):2237-2248,12.
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

张春阳 1高庆 1吕金虎 1陈巍 2王健男3

作者信息

  • 1. 北京航空航天大学自动化科学与电气工程学院,北京 100191||中关村实验室,北京 100081
  • 2. 北京航空航天大学人工智能研究院,北京 100191||中关村实验室,北京 100081||北京航空航天大学数学科学学院,北京 100191||北京航空航天大学数学信息与行为教育部重点实验室,北京 100191||鹏城实验室,广东 深圳 518055
  • 3. 北京航空航天大学人工智能研究院,北京 100191||中关村实验室,北京 100081||北京航空航天大学数学信息与行为教育部重点实验室,北京 100191||鹏城实验室,广东 深圳 518055
  • 折叠

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)

控制理论与应用

OA北大核心CSTPCD

1000-8152

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