Advanced Methods Used for the Position and Speed Control of the Electrical Drives with PMSM Motors
The permanent magnet synchronous motor (PMSM) is currently used in advanced electric drive systems of industrial robots, machine tools, electric cars and many others. These complex systems require a precise control of the position and speed of the actuated mechanisms, which presumes the use of the a...
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| Format: | Article |
| Language: | English |
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Editura Universităţii din Oradea
2025-05-01
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| Series: | Journal of Electrical and Electronics Engineering |
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| Online Access: | https://electroinf.uoradea.ro/images/articles/CERCETARE/Reviste/JEEE/JEEE_V18_N1_MAY_2025/08%20paper%202503092%20SPOIALA.pdf |
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| _version_ | 1849317073643110400 |
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| author | SPOIALA Viorica |
| author_facet | SPOIALA Viorica |
| author_sort | SPOIALA Viorica |
| collection | DOAJ |
| description | The permanent magnet synchronous motor (PMSM) is currently used in advanced electric drive systems of industrial robots, machine tools, electric cars and many others. These complex systems require a precise control of the position and speed of the actuated mechanisms, which presumes the use of the advanced algorithms in this regard. This article presents modern methods such as machine learning, neural networks for controlling the operation of the PMSM motor, which are simulated in a 3D crane system control. |
| format | Article |
| id | doaj-art-a5fe0b3781734f7bb33b4f599da91b82 |
| institution | Kabale University |
| issn | 1844-6035 2067-2128 |
| language | English |
| publishDate | 2025-05-01 |
| publisher | Editura Universităţii din Oradea |
| record_format | Article |
| series | Journal of Electrical and Electronics Engineering |
| spelling | doaj-art-a5fe0b3781734f7bb33b4f599da91b822025-08-20T03:51:19ZengEditura Universităţii din OradeaJournal of Electrical and Electronics Engineering1844-60352067-21282025-05-011814348Advanced Methods Used for the Position and Speed Control of the Electrical Drives with PMSM MotorsSPOIALA Viorica0University of Oradea, RomaniaThe permanent magnet synchronous motor (PMSM) is currently used in advanced electric drive systems of industrial robots, machine tools, electric cars and many others. These complex systems require a precise control of the position and speed of the actuated mechanisms, which presumes the use of the advanced algorithms in this regard. This article presents modern methods such as machine learning, neural networks for controlling the operation of the PMSM motor, which are simulated in a 3D crane system control.https://electroinf.uoradea.ro/images/articles/CERCETARE/Reviste/JEEE/JEEE_V18_N1_MAY_2025/08%20paper%202503092%20SPOIALA.pdfpmsmelectric drivemachine learningneural network |
| spellingShingle | SPOIALA Viorica Advanced Methods Used for the Position and Speed Control of the Electrical Drives with PMSM Motors Journal of Electrical and Electronics Engineering pmsm electric drive machine learning neural network |
| title | Advanced Methods Used for the Position and Speed Control of the Electrical Drives with PMSM Motors |
| title_full | Advanced Methods Used for the Position and Speed Control of the Electrical Drives with PMSM Motors |
| title_fullStr | Advanced Methods Used for the Position and Speed Control of the Electrical Drives with PMSM Motors |
| title_full_unstemmed | Advanced Methods Used for the Position and Speed Control of the Electrical Drives with PMSM Motors |
| title_short | Advanced Methods Used for the Position and Speed Control of the Electrical Drives with PMSM Motors |
| title_sort | advanced methods used for the position and speed control of the electrical drives with pmsm motors |
| topic | pmsm electric drive machine learning neural network |
| url | https://electroinf.uoradea.ro/images/articles/CERCETARE/Reviste/JEEE/JEEE_V18_N1_MAY_2025/08%20paper%202503092%20SPOIALA.pdf |
| work_keys_str_mv | AT spoialaviorica advancedmethodsusedforthepositionandspeedcontroloftheelectricaldriveswithpmsmmotors |