Tilt-fractional order proportional integral derivative control for DC motor using particle swarm optimization
Introduction. Recently, the most desired goal in DC motor control is to achieve a good robustness and tracking dynamic of the set-point reference speed of the feedback control system. Problem. The used model should be as general as possible and consistently represent systems heterogeneous (which may...
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| Format: | Article |
| Language: | English |
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National Technical University "Kharkiv Polytechnic Institute"
2023-03-01
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| Series: | Electrical engineering & Electromechanics |
| Subjects: | |
| Online Access: | http://eie.khpi.edu.ua/article/view/259730/269209 |
| _version_ | 1827992821266644992 |
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| author | T. Amieur D. Taibi S. Kahla M. Bechouat M. Sedraoui |
| author_facet | T. Amieur D. Taibi S. Kahla M. Bechouat M. Sedraoui |
| author_sort | T. Amieur |
| collection | DOAJ |
| description | Introduction. Recently, the most desired goal in DC motor control is to achieve a good robustness and tracking dynamic of the set-point reference speed of the feedback control system. Problem. The used model should be as general as possible and consistently represent systems heterogeneous (which may contain electrical, mechanical, thermal, magnetic and so on). Goal. In this paper, the robust tilt-fractional order proportional integral derivative control is proposed. The objective is to optimize the controller parameters from solving the criterion integral time absolute error by particle swarm optimization. The control strategy is applied on DC motor to validate the efficiency of the proposed idea. Methods. The proposed control technique is applied on DC motor where its dynamic behavior is modeled by external disturbances and measurement noises. Novelty. The proposed control strategy, the synthesized robust tilt-fractional order proportional integral derivative speed controller is applied on the DC motor. Their performance and robustness are compared to those provided by a proportional integral derivative and fractional order proportional integral derivative controllers. Results. This comparison reveals superiority of the proposed robust tilt-fractional order proportional integral derivative speed controller over the remaining controllers in terms of robustness and tracking dynamic of the set-point reference speed with reduced control energy.
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| first_indexed | 2024-04-10T04:14:13Z |
| format | Article |
| id | doaj.art-ce82cff1fc5c4c80a445c8c239d59e2d |
| institution | Directory Open Access Journal |
| issn | 2074-272X 2309-3404 |
| language | English |
| last_indexed | 2024-04-10T04:14:13Z |
| publishDate | 2023-03-01 |
| publisher | National Technical University "Kharkiv Polytechnic Institute" |
| record_format | Article |
| series | Electrical engineering & Electromechanics |
| spelling | doaj.art-ce82cff1fc5c4c80a445c8c239d59e2d2023-03-12T08:34:59ZengNational Technical University "Kharkiv Polytechnic Institute"Electrical engineering & Electromechanics2074-272X2309-34042023-03-012141910.20998/2074-272X.2023.2.03Tilt-fractional order proportional integral derivative control for DC motor using particle swarm optimizationT. Amieur0https://orcid.org/0000-0003-0870-5446D. Taibi1https://orcid.org/0000-0003-1279-2845S. Kahla2https://orcid.org/0000-0002-7596-3739M. Bechouat3https://orcid.org/0000-0002-0434-4324M. Sedraoui4https://orcid.org/0000-0002-4590-2249Echahid Cheikh Larbi Tebessi University-Tebessa, AlgeriaKasdi Merbah University-Ouargla, AlgeriaA Research Center in Industrial Technologies (CRTI), AlgeriaUniversity of Ghardaia, AlgeriaUniversity 8 May 1945 Guelma, AlgeriaIntroduction. Recently, the most desired goal in DC motor control is to achieve a good robustness and tracking dynamic of the set-point reference speed of the feedback control system. Problem. The used model should be as general as possible and consistently represent systems heterogeneous (which may contain electrical, mechanical, thermal, magnetic and so on). Goal. In this paper, the robust tilt-fractional order proportional integral derivative control is proposed. The objective is to optimize the controller parameters from solving the criterion integral time absolute error by particle swarm optimization. The control strategy is applied on DC motor to validate the efficiency of the proposed idea. Methods. The proposed control technique is applied on DC motor where its dynamic behavior is modeled by external disturbances and measurement noises. Novelty. The proposed control strategy, the synthesized robust tilt-fractional order proportional integral derivative speed controller is applied on the DC motor. Their performance and robustness are compared to those provided by a proportional integral derivative and fractional order proportional integral derivative controllers. Results. This comparison reveals superiority of the proposed robust tilt-fractional order proportional integral derivative speed controller over the remaining controllers in terms of robustness and tracking dynamic of the set-point reference speed with reduced control energy. http://eie.khpi.edu.ua/article/view/259730/269209dc motorspeed controlfractional order proportional integral derivativeparticle swarm optimization |
| spellingShingle | T. Amieur D. Taibi S. Kahla M. Bechouat M. Sedraoui Tilt-fractional order proportional integral derivative control for DC motor using particle swarm optimization Electrical engineering & Electromechanics dc motor speed control fractional order proportional integral derivative particle swarm optimization |
| title | Tilt-fractional order proportional integral derivative control for DC motor using particle swarm optimization |
| title_full | Tilt-fractional order proportional integral derivative control for DC motor using particle swarm optimization |
| title_fullStr | Tilt-fractional order proportional integral derivative control for DC motor using particle swarm optimization |
| title_full_unstemmed | Tilt-fractional order proportional integral derivative control for DC motor using particle swarm optimization |
| title_short | Tilt-fractional order proportional integral derivative control for DC motor using particle swarm optimization |
| title_sort | tilt fractional order proportional integral derivative control for dc motor using particle swarm optimization |
| topic | dc motor speed control fractional order proportional integral derivative particle swarm optimization |
| url | http://eie.khpi.edu.ua/article/view/259730/269209 |
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