IBLFs-based adaptive fuzzy control for Continuous Stirred Tank Reactors with full state constraints and actuator faults. (April 2023)

• Record Type: Journal Article
• Authors: Li, Dongjuan; Wang, Yaning; Liu, Yan-Jun; Liu, Lei
• Is Part Of: Journal of process control. Volume 124(2023)
• Page Start: 14
• Page End: 24
• Publication Date: 2023-04
• Subjects: CSTRs -- IBLF -- Actuator fault compensation -- Fuzzy logic systems; Process control -- Periodicals; Fabrication -- Contrôle -- Périodiques; Process control; Periodicals; Electronic journals; 660.281
• DOI: 10.1016/j.jprocont.2023.02.002
• Languages: English
• ISSNs: 0959-1524

Abstract

Abstract: This paper designs a fuzzy adaptive control approach for the Continuous Stirred Tank Reactors (CSTRs) with full state constraints and actuator faults. Using the backstepping design technique and Integral barrier Lyapunov function (IBLF), the full state constraints are handled in the design process of the adaptive controller. Besides, there exist unknown internal dynamics in the CSTRs system, which are identified by the fuzzy logic system. It is shown that the constraints are not overstepped and the CSTRs operate reliably is ensured, despite the presence of system nonlinearities, stuck faults and loss of control effectiveness. Based on the Lyapunov stability theory, the proposed approach can ensure that all the signals of the CSTRs system are globally bounded. Finally, the simulation results on CSTRs are showed to reveal the availability of the developed control scheme.