Torque Profile Optimization in a Three-Phase 12 by 8 Switched Reluctance Motor by Using Genetic Algorithm in the Gate Pulse Generation

Document Type : Research Paper

Authors

1 semnan university

2 Phd student of semnan university

3 faculty of semnan university

Abstract

Despite a large number of advantages, Torque Ripple (TR) is the most important drawback of Switched Reluctance Motor (SRM). In the presented study, TR is reduced by optimizing the value of the gate pulse angle which plays a leading role in the generated torque profile of SRM. For the Optimization, one of the best strategies of the Genetic Algorithm (GA) which was named Non-dominated Sorting Genetic Algorithm II (NSGA-II) is used. Its duty was to detect the best solution (gate pulse angle) which forces the machine to generate the highest value of torque with the least rate of TR. The proposed control algorithm was run in a simulation process of a three-phase 12 by 8 SRM. Then, the statistical results were compared with the results of a custom GA and the traditional control method of SRMs. The comparison proves that by using the presented algorithm, not only the generated TR of the selected SRM is significantly reduced by roughly 210%, but also the generated torque profile of the machine is improved as well. In addition, the presented method is a low-cost strategy with less complication in comparison with other similar torque profile correction techniques.

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References

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Modeling and Simulation in Electrical and Electronics Engineering
Volume 1, Issue 1
May 2021
Pages 17-26

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History

  • Receive Date: 25 February 2015
  • Revise Date: 16 May 2015
  • Accept Date: 27 January 2015
  • First Publish Date: 01 May 2021

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