Robust Fuzzy Control of Network-Type Re-Entrant Manufacturing Systems With Communication Delays

The robust fuzzy control problem for a category of network-type re-entrant manufacturing systems (RMSs) is explored in this paper. A continuum model is first employed to represent the RMSs with external disturbances and time-varying communication delays in terms of a nonlinear hyperbolic partial differential equation (PDE) model. The nonlinear model is then reformulated in the framework of a T-S fuzzy model. A novel Lyapunov-Krasovskii-type stability theorem is proposed for the concerned PDEs with delays, extending the classical Lyapunov-Krasovskii framework to delayed PDE systems. Using the proposed stability theorem, LMI-based conditions are developed for stability analysis and control synthesis of the closed-loop RMSs under external disturbances and time-varying delays, which demonstrates effective alignment of production output with market demand despite environmental perturbations. At last the results of a simulation validate the developed control approach.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Circuits and Systems I Regular Papers
Published
2025-05-30
DOI
https://doi.org/10.1109/tcsi.2025.3570294
Citations
7
Primary Topic
Scheduling and Optimization Algorithms
Type
article
Field-Weighted Citation Impact
8.70

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Robust Fuzzy Control of Network-Type Re-Entrant Manufacturing Systems With Communication Delays

Yige Guo, Qing Gao, Jinhu Lü, Jianbin Qiu et al.
7 citations
IEEE Transactions on Circuits and Systems I Regular Papers
Scheduling and Optimization Algorithms
8.70
article

Robust Fuzzy Control of Network-Type Re-Entrant Manufacturing Systems With Communication Delays

Yige Guo, Qing Gao, Jinhu Lü, Jianbin Qiu, Maciej Ogorzałek
article en
7 citations

Abstract

The robust fuzzy control problem for a category of network-type re-entrant manufacturing systems (RMSs) is explored in this paper. A continuum model is first employed to represent the RMSs with external disturbances and time-varying communication delays in terms of a nonlinear hyperbolic partial differential equation (PDE) model. The nonlinear model is then reformulated in the framework of a T-S fuzzy model. A novel Lyapunov-Krasovskii-type stability theorem is proposed for the concerned PDEs with delays, extending the classical Lyapunov-Krasovskii framework to delayed PDE systems. Using the proposed stability theorem, LMI-based conditions are developed for stability analysis and control synthesis of the closed-loop RMSs under external disturbances and time-varying delays, which demonstrates effective alignment of production output with market demand despite environmental perturbations. At last the results of a simulation validate the developed control approach.

IEEE Transactions on Circuits and Systems I Regular PapersVol. 72(11)
Jagiellonian University (PL), Harbin Institute of Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 2%
Scheduling and Optimization Algorithms
8.70
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.