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Fuzzy Adaptive Control System of a Non-Stationary Plant

机译:非平稳植物的模糊自适应控制系统

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摘要

This paper proposes a hybrid fuzzy PID control logic, whose tuning parameters are provided in real time. The fuzzy controller tuning is made on the basis of Mamdani controller. In addition, this paper compares a fuzzy logic based PID with PID regulators whose tuning is performed by standard and well-known methods. In some cases the proposed tuning methodology ensures a control performance that is comparable to that guaranteed by simpler and more common tuning methods. However, in case of dynamic changes in the parameters of the controlled system, conventionally tuned PID controllers do not show to be robust enough, thus suggesting that fuzzy logic based PIDs are definitively more reliable and effective.
机译:本文提出了一种混合模糊PID控制逻辑,其调整参数实时提供。模糊控制器调整是在Mamdani控制器的基础上进行的。此外,本文将基于模糊逻辑的PID与PID调节器进行了调整,通过标准和众所周知的方法进行调整。在某些情况下,所提出的调谐方法可确保控制性能与简单和更常用的调谐方法的保证相当。然而,在受控系统的参数的动态变化的情况下,传统上调的PID控制器不显示得足够强大,从而表明基于模糊的逻辑基于的PID肯定是更可靠和有效的。

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