Application of Fuzzy-PI Controller with Feedforward Control in Direct Current Motor Servo System

Zhou, Runjing; Yu, Du; Weiting, Yuan

doi:10.1109/icnnb.2005.1614841

Cited by 6 publications

(1 citation statement)

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“…Position control of a direct current (DC) motor is a circuit capable of controlling the position of any DC motor with the simple movement of a potentiometer that acts as a positioner, and it does so through proportional control [47][48][49][50]. One of the purposes of this work is the optimization of the interval type-2 fuzzy controller, which we will call (IT2-FLC), which is structured as illustrated in Figure 6.…”

Section: Interval Type-2 Fuzzy Systems Controllermentioning

confidence: 99%

A Shadowed Type-2 Fuzzy Approach for Crossover Parameter Adaptation in Differential Evolution

et al. 2023

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The shadowed type-2 fuzzy systems are used more frequently today as they provide an alternative to classical fuzzy logic. The primary purpose of fuzzy logic is to simulate reasoning in a computer. This work aims to use shadowed type-2 fuzzy systems (ST2-FS) to dynamically adapt the crossing parameter of differential evolution (DE). To test the performance of the dynamic crossing parameter, the motor position control problem was used, which contains an interval type-2 fuzzy system (IT2-FS) for controlling the motor. A comparison is made between the original DE and the algorithm using shadowed type-2 fuzzy systems (DE-ST2-FS), as well as a comparison with the results of other state-of-the-art metaheuristics.

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Section: Interval Type-2 Fuzzy Systems Controllermentioning

confidence: 99%