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Fuzzy logic based passive fault tolerant control strategy for a single-tank system with system fault and process disturbances

机译:具有系统故障和过程干扰的单罐系统基于模糊逻辑的被动容错控制策略

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Aiming at the decreasing performance of single-tank level control system under the constraints of system fault and process disturbances. In this paper, the mechanism of fault- tolerant control (FTC) is set up for a class of single-input - single-output (SISO) single-tank level control system with system (leak) fault, and based on the established passive fault tolerant control (PFTC) strategy, a fuzzy logic plus PI controller based passive fault-tolerant control (PFTC) strategy is proposed and compared this PFTC strategy using fuzzy logic plus PI control and PFTC strategy using conventional PI feedback control. The considered system fault is leak fault. The fault warning is constructed according to the identification error came from the controlled system and system model. When the system fault occurs, fuzzy logic systems are used to identify and detected the faults, and the passive fault tolerant control (PFTC) method is employed to compensate the leak fault. The control performance and stability of the closed-loop system are rigorously investigated. Finally, simulation and real-time results performance comparison of a single-tank level control system for two control strategies are presented and demonstrate the efficiency of the PFTC using two different controller modes in terms of mean square error (MSE) and root mean square error (RMSE). And hence the proposed PFTCS scheme using fuzzyplus PI controller gives superior performance in terms of error indices.
机译:针对单罐液位控制系统在系统故障和过程干扰的约束下性能下降的问题。本文针对一类具有系统(泄漏)故障的单输入单输出(SISO)单油箱液位控制系统,建立了容错控制机制,并在此基础上建立了容错控制机制。提出了一种基于容错控制(PFTC)策略,基于模糊逻辑加PI控制器的被动容错控制(PFTC)策略,并比较了采用模糊逻辑加PI控制的PFTC策略和使用常规PI反馈控制的PFTC策略。所考虑的系统故障是泄漏故障。根据来自受控系统和系统模型的识别错误构造故障警告。当系统发生故障时,使用模糊逻辑系统识别和检测故障,并采用无源容错控制(PFTC)方法来补偿泄漏故障。严格研究了闭环系统的控制性能和稳定性。最后,针对两种控制策略的单罐液位控制系统进行了仿真和实时结果性能比较,并展示了使用两种不同控制器模式的均方误差(MSE)和均方根误差的PFTC效率。 (RMSE)。因此,所提出的使用Fuzzyplus PI控制器的PFTCS方案在误差指标方面提供了卓越的性能。

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