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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:基于模糊的基于基于Systrous Fault和Process扰动的单罐系统的无源容错控制策略

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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:旨在根据系统故障和过程干扰的约束下单罐电平控制系统的降低。在本文中,对具有系统(泄漏)故障的一类单输入 - 单输出(SISO)单罐电平控制系统建立了容错控制(FTC)的机制,并基于已建立的被动容错控制(PFTC)策略,提出了一种模糊逻辑加上PI控制器的基于无源容错控制(PFTC)策略,并使用传统PI反馈控制使用模糊逻辑加上PI控制和PFTC策略进行了这种PFTC策略。考虑的系统故障是泄漏故障。根据受控系统和系统模型的识别错误构建故障警告。发生系统故障时,模糊逻辑系统用于识别和检测故障,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,展示了用于两个控制策略的单罐电平控制系统的仿真和实时结果的性能比较,并在均方误差(MSE)和均方根误差方面使用两种不同的控制器模式来展示PFTC的效率(RMSE)。因此,使用FuzzyPlus PI控制器的提议的PFFS方案在错误指标方面具有卓越的性能。

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