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
- Yige Guo (ORCID: https://orcid.org/0000-0003-2733-3801)
- Qing Gao (ORCID: https://orcid.org/0000-0001-8000-7736)
- Jinhu Lü (ORCID: https://orcid.org/0000-0003-0275-8387)
- Jianbin Qiu (ORCID: https://orcid.org/0000-0001-7707-6159)
- Maciej Ogorzałek (ORCID: https://orcid.org/0000-0003-3314-269X)
Institutions
- Jagiellonian University (PL)
- Harbin Institute of Technology (CN)
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
- National Natural Science Foundation of China