Parameter Tuning of PI Control for Speed Regulation of a PMSM Using Bio-Inspired Algorithms
This article focuses on the optimal gain selection for Proportional Integral (PI) controllers comprising a speed control scheme for the Permanent Magnet Synchronous Motor (PMSM). The gains calculation is performed by means of different algorithms inspired by nature, which allows improvement of the s...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2019-03-01
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| Series: | Algorithms |
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| Online Access: | http://www.mdpi.com/1999-4893/12/3/54 |
| _version_ | 1818940333875003392 |
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| author | Juan Luis Templos-Santos Omar Aguilar-Mejia Edgar Peralta-Sanchez Raul Sosa-Cortez |
| author_facet | Juan Luis Templos-Santos Omar Aguilar-Mejia Edgar Peralta-Sanchez Raul Sosa-Cortez |
| author_sort | Juan Luis Templos-Santos |
| collection | DOAJ |
| description | This article focuses on the optimal gain selection for Proportional Integral (PI) controllers comprising a speed control scheme for the Permanent Magnet Synchronous Motor (PMSM). The gains calculation is performed by means of different algorithms inspired by nature, which allows improvement of the system performance in speed regulation tasks. For the tuning of the control parameters, five optimization algorithms are chosen: Bat Algorithm (BA), Biogeography-Based Optimization (BBO), Cuckoo Search Algorithm (CSA), Flower Pollination Algorithm (FPA) and Sine-Cosine Algorithm (SCA). Finally, for purposes of efficiency assessment, two reference speed profiles are introduced, where an acceptable PMSM performance is attained by using the proposed PI controllers tuned by nature inspired algorithms. |
| first_indexed | 2024-12-20T06:37:59Z |
| format | Article |
| id | doaj.art-6e5ab4ab4ec04a78b3508d8a3de3d817 |
| institution | Directory Open Access Journal |
| issn | 1999-4893 |
| language | English |
| last_indexed | 2024-12-20T06:37:59Z |
| publishDate | 2019-03-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Algorithms |
| spelling | doaj.art-6e5ab4ab4ec04a78b3508d8a3de3d8172022-12-21T19:49:56ZengMDPI AGAlgorithms1999-48932019-03-011235410.3390/a12030054a12030054Parameter Tuning of PI Control for Speed Regulation of a PMSM Using Bio-Inspired AlgorithmsJuan Luis Templos-Santos0Omar Aguilar-Mejia1Edgar Peralta-Sanchez2Raul Sosa-Cortez3Departamento de Posgrado, Universidad Politécnica de Tulancingo, Tulancingo, Hidalgo C. P. 43629, MexicoDepartamento de Posgrado, UPAEP Universidad, Puebla C.P. 72410, MexicoDepartamento de Posgrado, UPAEP Universidad, Puebla C.P. 72410, MexicoDepartamento de Posgrado, Universidad Politécnica de Tulancingo, Tulancingo, Hidalgo C. P. 43629, MexicoThis article focuses on the optimal gain selection for Proportional Integral (PI) controllers comprising a speed control scheme for the Permanent Magnet Synchronous Motor (PMSM). The gains calculation is performed by means of different algorithms inspired by nature, which allows improvement of the system performance in speed regulation tasks. For the tuning of the control parameters, five optimization algorithms are chosen: Bat Algorithm (BA), Biogeography-Based Optimization (BBO), Cuckoo Search Algorithm (CSA), Flower Pollination Algorithm (FPA) and Sine-Cosine Algorithm (SCA). Finally, for purposes of efficiency assessment, two reference speed profiles are introduced, where an acceptable PMSM performance is attained by using the proposed PI controllers tuned by nature inspired algorithms.http://www.mdpi.com/1999-4893/12/3/54PI controllerbio-inspiredspeed controlPMSMFPASCABBOCSABA |
| spellingShingle | Juan Luis Templos-Santos Omar Aguilar-Mejia Edgar Peralta-Sanchez Raul Sosa-Cortez Parameter Tuning of PI Control for Speed Regulation of a PMSM Using Bio-Inspired Algorithms Algorithms PI controller bio-inspired speed control PMSM FPA SCA BBO CSA BA |
| title | Parameter Tuning of PI Control for Speed Regulation of a PMSM Using Bio-Inspired Algorithms |
| title_full | Parameter Tuning of PI Control for Speed Regulation of a PMSM Using Bio-Inspired Algorithms |
| title_fullStr | Parameter Tuning of PI Control for Speed Regulation of a PMSM Using Bio-Inspired Algorithms |
| title_full_unstemmed | Parameter Tuning of PI Control for Speed Regulation of a PMSM Using Bio-Inspired Algorithms |
| title_short | Parameter Tuning of PI Control for Speed Regulation of a PMSM Using Bio-Inspired Algorithms |
| title_sort | parameter tuning of pi control for speed regulation of a pmsm using bio inspired algorithms |
| topic | PI controller bio-inspired speed control PMSM FPA SCA BBO CSA BA |
| url | http://www.mdpi.com/1999-4893/12/3/54 |
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