Controlling DC Motor Speed with FoPID-Controllers

This work aims to propose several designs for controlling the direct-current motor (or simply DC motor) speed. Such motor is broadly used in numerous applications like blowers, lathe machines, cranes, elevators, milling machines, fans, drilling rigs, etc. To achieve our aim, the DC motor model will be first fractionalized and then the so-called Particle Swarm Optimization (PSO) algorithm will be executed to adjust the proposed controllers’ parameters. This actually would be performed to the resultant fractional-order transfer function. Accordingly, several Fractional-order PID controllers (FoPID-controllers) will be formulated in agreement with the Outstaloup approach, which is typically used to approximate the yielded Laplacian operators s<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">±α</sup>, where 0 < α < 1. The controllers generated in accordance with different values of fractional-order values will be then competed to each other to outline which of them has an ability to provide to the closed-loop system of the DC motor speed model a minimal overshoot, short settling time and short rise time.

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Publication Details

Published
2024-12-10
DOI
https://doi.org/10.1109/acit62805.2024.10877226
Citations
1
Primary Topic
Electric Power Systems and Control
Type
article
Field-Weighted Citation Impact
0.21
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article

Controlling DC Motor Speed with FoPID-Controllers

Rania Saadeh, Ali Elrashidi, Iqbal M. Batiha, Ahmad Qazza et al.
1 citations
Electric Power Systems and Control
0.21
article

Controlling DC Motor Speed with FoPID-Controllers

Rania Saadeh, Ali Elrashidi, Iqbal M. Batiha, Ahmad Qazza, Shaher Momani, Iqbal H. Jebri
article en
1 citations

Abstract

This work aims to propose several designs for controlling the direct-current motor (or simply DC motor) speed. Such motor is broadly used in numerous applications like blowers, lathe machines, cranes, elevators, milling machines, fans, drilling rigs, etc. To achieve our aim, the DC motor model will be first fractionalized and then the so-called Particle Swarm Optimization (PSO) algorithm will be executed to adjust the proposed controllers’ parameters. This actually would be performed to the resultant fractional-order transfer function. Accordingly, several Fractional-order PID controllers (FoPID-controllers) will be formulated in agreement with the Outstaloup approach, which is typically used to approximate the yielded Laplacian operators s<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">±α</sup>, where 0 < α < 1. The controllers generated in accordance with different values of fractional-order values will be then competed to each other to outline which of them has an ability to provide to the closed-loop system of the DC motor speed model a minimal overshoot, short settling time and short rise time.

University of Jordan (JO), Al-Zaytoonah University of Jordan (JO), Zarqa University (JO), University of Business and Technology (SA)
Affordable and clean energy
Openalex Percentile: Top 44%
Electric Power Systems and Control
0.21
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