Event-triggered reinforcement learning \(H_\infty\) control design for constrained-input nonlinear systems subject to actuator failures

DOI10.1016/j.ins.2020.07.055zbMath1478.93401OpenAlexW3043981796MaRDI QIDQ2053898

Yuling Liang, Huaguang Zhang, Jie Duan, Shao-xin Sun

Publication date: 30 November 2021

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2020.07.055

zbMATH Keywords

sliding mode controlneural networkreinforcement learningevent-triggered control\(H_\infty\) fault-tolerant control

Mathematics Subject Classification ID

Nonlinear systems in control theory (93C10) (H^infty)-control (93B36) Discrete event control/observation systems (93C65) Variable structure systems (93B12)

Related Items (9)

Distributed optimized dynamic event-triggered control for unknown heterogeneous nonlinear MASs with input-constrained ⋮ Event-triggered fault-tolerant control for input-constrained nonlinear systems with mismatched disturbances via adaptive dynamic programming ⋮ Learning event‐triggered control based on evolving data‐driven fuzzy granular models ⋮ Event-triggered constrained neural critic control of nonlinear continuous-time multiplayer nonzero-sum games ⋮ Non-fragile mixed event-triggered networked control for Takagi-Sugeno systems subject to actuator faults and external disturbances ⋮ Fuzzy-logic-based event-triggered \(H_\infty\) control for networked systems and its application to wind turbine systems ⋮ Reinforcement learning-based fixed-time resilient control of nonlinear cyber physical systems under false data injection attacks and mismatch disturbances ⋮ Event-triggered optimal control for discrete-time multi-player non-zero-sum games using parallel control ⋮ Event-triggered adaptive fault-tolerant control of uncertain non-affine systems with predefined performance

Cites Work

• Adaptive fuzzy decentralized tracking fault-tolerant control for stochastic nonlinear large-scale systems with unmodeled dynamics
• Asynchronous fault detection and robust control for switched systems with state reset strategy
• Sliding mode control of quantized systems against bounded disturbances
• General value iteration based single network approach for constrained optimal controller design of partially-unknown continuous-time nonlinear systems
• Event-triggered sliding mode control of discrete-time two-dimensional systems in Roesser model
• Data-based robust optimal control of continuous-time affine nonlinear systems with matched uncertainties
• Plug-and-Play Fault Detection and Control-Reconfiguration for a Class of Nonlinear Large-Scale Constrained Systems
• Robust adaptive fault-tolerant control of uncertain linear systems via sliding-mode output feedback
• Nonlinear Integral-Type Sliding Surface for Both Matched and Unmatched Uncertain Systems
• Decentralized Fault Tolerant Control of a Class of Interconnected Nonlinear Systems

This page was built for publication: Event-triggered reinforcement learning \(H_\infty\) control design for constrained-input nonlinear systems subject to actuator failures