New design and optimization of an in-wheel permanent magnet motor with tangentially magnetized magnets and unequal stator teeth

[1] K. Ramu, Permanent Magnet Synchronous and Brushless DC Motor Drives. Boca Raton, Florida, USA: CRC Press, 2017. Search in Google Scholar

[2] A. Mansouri, “Conception et optimisation multi-objectifs d’un moteur a aimants permanents destine pour un vehicule electrique,” Ph.D. dissertation, University of Gafsa, Tunisia, 2016. Search in Google Scholar

[3] C. Qiping, L. Chuanjie, O. Aiguo, L. Xiangqin, and X. Qiang, “Research and development of in-wheel motor driving technology for electric vehicles,” International Journal of Electric and Hybrid Vehicles, vol. 8, no. 3, pp. 242–254, 2016. [Online]. Available: https://doi.org/10.1504/IJEHV.2016.080024 Search in Google Scholar

[4] B. Esra Kandemir, “Electrical equivalent circuit for modelling permanent magnet synchronous motors,” Journal of Electrical Engineering, vol. 72, no. 3, pp. 176–183, 2021. [Online]. Available: https://doi.org/10.2478/jee-2021-0024 Search in Google Scholar

[5] M. Mohd Rezal and I. Dahaman, “Optimization of surface-mounted permanent magnet brushless ac motor using analytical model and differential evolution algorithm,” Journal of Electrical Engineering, vol. 70, no. 3, pp. 208–217, 2019. [Online]. Available: https://doi.org/10.2478/jee-2019-0029 Search in Google Scholar

[6] S. Xiaodong, S. Zhou, C. Yingfeng, L. Gang, G. Youguang, and Z. Jianguo, “Driving-cycle-oriented design optimization of a permanent magnet hub motor drive system for a four-wheel-drive electric vehicle,” IEEE Transactions on Transportation Electrification, vol. 6, no. 3, pp. 1115–1125, 2020. [Online]. Available: https://doi.org/10.1109/TTE.2020.3009396 Search in Google Scholar

[7] Z. Zhiwei, “A Compact High Torque Density Dual Rotor Permanent Magnet In-Wheel Motor With Toroidal Windings,” in Proceedings of the 22nd International Conference on Electrical Machines and Systems, ser. ICEMS. Harbin, China: IEEE, 2019, pp. 1–5. Search in Google Scholar

[8] G. Si, G. Hong, and X. Jinquan, “Design and Comparison of Six-Phase Fault-Tolerant Interior Permanent Magnet Motor and Surface-Mounted Permanent Magnet Motor for Electric Vehicles,” in Proceedings of the 21st International Conference on Electrical Machines and Systems, ser. ICEMS. Jeju, South Korea: IEEE, 2018, pp. 120–125. Search in Google Scholar

[9] F. Yaojing, L. Fang, H. Shoudao, and Y. Ning, “Variable flux outer-rotor permanent magnet synchronous motor for in-wheel direct-drive applications,” Chinese Journal of Electrical Engineering, vol. 4, no. 1, pp. 28–35, 2018. [Online]. Available: https://doi.org/10.23919/CJEE.2018.8327368 Search in Google Scholar

[10] G. Peng, G. Yuxi, and W. Xiaoyuan, “The design of a permanent magnet in-wheel motor with dual-stator and dual-field-excitation used in electric vehicles,” Energies, vol. 11, no. 2, pp. 2–13, 2018. [Online]. Available: https://doi.org/10.3390/en11020424 Search in Google Scholar

[11] R. Akinci and M. Polat, “Design and Optimization with Genetic Algorithm of Double Rotor Axial Flux Permanent Magnet Synchronous Motor (TORUS Type) for Electrical Vehicles,” In proceeding of the 2019 4th International Conference on Power Electronics and their Applications (ICPEA). IEEE. Elazig, Turkey, 2019. Search in Google Scholar

[12] P. P. C. Bhagubai, J. G. Sarrico, J. F. P. Fernandes and P. J. Costa Branco, “Design, multi-objective optimization, and prototyping of a 20 kW 8000 rpm permanent magnet synchronous motor for a competition electric vehicle,” Energies, vol. 13, no. 10, P. 2465, 2020. [Online]. Available: https://doi.org/10.3390/en13102465 Search in Google Scholar

[13] Q. Wang, P. Zhao, X. Du, F. Lin and X. Li, “Electromagnetic Vibration Analysis and Slot–Pole Structural Optimization for a Novel Integrated Permanent Magnet In-Wheel Motor,” Energies, vol. 13, no. 13, p. 3488, 2020. [Online]. Available: https://doi.org/10.3390/en13133488 Search in Google Scholar

[14] Ö. Dal, M.Yıldırım, and H. Kürüm, “Optimization of permanent magnet synchronous motor design by using PSO,” In 2019 4th International Conference on Power Electronics and their Applications (ICPEA). IEEE. Elazig, Turkey, 2019. Search in Google Scholar

[15] L. Zaaraoui, A. Mansouri, and N. Smairi, “Design and optimization of an in-wheel unequal stator teeth motor,” International Journal of Renewable Energy Research, vol. 12, no. 1, pp. 284–293, 2022. [Online]. Available: https://doi.org/10.20508/ijrer.v12i1.12723.g8397 Search in Google Scholar

[16] L. Florence, “Design, optimization and comparison of permanent magnet motors for a low-speed direct-driven mixer,” Ph.D. dissertation, Royal Institute of Technology, Stockholm Sweden, 2004. Search in Google Scholar

[17] L. Zaaraoui, “Elaboration d’une nouvelle métaheuristique en vue de la conception optimale d’un moteur électrique,” Ph.D. dissertation, University of Gabes, Gabes, 2022. Search in Google Scholar

[18] V. Sarac, “Performance optimization of permanent magnet synchronous motor by cogging torque reduction,” Journal of Electrical Engineering, vol. 70, no. 3, pp. 218–226, 2019. [Online]. Available: https://doi.org/10.2478/jee-2019-0030 Search in Google Scholar

[19] F. Yan-li and Z. Cheng-ning, “Analytical calculation for predicting the air gap flux density in surface mounted permanent magnet synchronous machine,” Journal of Electrical Engineering and Technology, vol. 65, no. 6, pp. 769–777, 2017. [Online]. Available: https://doi.org/10.5370/JEET.2017.12.2.769 Search in Google Scholar

[20] M. T. Kakhki, “Modeling of losses in a permanent magnet machine fed by a pwm supply,” Ph.D. dissertation, Laval University, Quebec, Canada, 2016. Search in Google Scholar

[21] N. Antonio J., L. Francisco, A. Enrique, D. Bernabe, D. Juan J., and B. Andreas, “Abyss: Adapting scatter search to multiobjective optimization,” IEEE Transactions on Evolutionary Computation, vol. 12, no. 4, pp. 439–457, 2008. [Online]. Available: https://doi.org/10.1109/TEVC.2007.913109 Search in Google Scholar

[22] E. Zitzler, M. Laumanns, and L. Thiele, “SPEA2: Improving the Strength Pareto Evolutionary Algorithm,” in Proceedings of the EUROGEN Conference, Greece, 2001, pp. 95–100. Search in Google Scholar

[23] D. Kalyanmoy, P. Amrit, A. Sameer, and T. Meyarivan, “A fast and elitist multiobjective genetic algorithm: Nsga-II,” IEEE Transactions on Evolutionary Computation, vol. 6, no. 2, pp. 182–197, 2002. [Online]. Available: https://doi.org/10.1109/4235.996017 Search in Google Scholar

[24] N. Antonio J., D. Juan J., L. Francisco, D. Bernabe, and A. Enrique, “Mocell: A cellular genetic algorithm for multiobjective optimization,” International Journal of Intelligent Systems, vol. 24, no. 7, pp. 726–746, 2009. [Online]. Available: https://doi.org/10.1002/int.20358 Search in Google Scholar

[25] L. Zaaraoui, A. Mansouri, and N. Smairi, “Nmopso: an improved multiobjective pso algorithm for permanent magnet design,” Scientific Bulletin Series C: Electrical Engineering and Computer Science, vol. 84, no. 1, pp. 201–214, 2022. [Online]. Available: https://www.scientificbulletin.upb.ro/rev_docs_arhiva/fullfec_321988.pdf Search in Google Scholar

[26] D. Kalyanmoy and J. Himanshu, “An evolutionary many-objective optimization algorithm using reference point based non-dominated sorting approach, part i: Solving problems with box constraints,” IEEE Transactions on Evolutionary Computation, vol. 18, no. 4, pp. 577–601, 2014. [Online]. Available: https://doi.org/10.1109/TEVC.2013.2281535 Search in Google Scholar

[27] R. S. Margarita and C. C. Carlos A., “Improving PSO based Multi-Objective Optimization using Crowding, Mutation and e –Dominance,” in Proceedings of the 3rd International Conference on Evolutionary Multi-Criterion Optimization, ser. EMO 2005. Mexico: Springer, 2005, pp. 505–519. Search in Google Scholar

[28] A. Nebro, J. J. Durillo, J. G. Nieto, C. A. Coelle, F. Luna, and E. Alba, “SMPSO: A New PSO-based Metaheuristic for Multi-objective Optimization,” in Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, ser. MCDM. USA: Nashville, TN, USA, 2009, pp. 66–73. Search in Google Scholar

[29] R. Islam, I. Husain, A. Fardoun, and K. McLaughlin, “Permanent-Magnet Synchronous Motor Magnet Designs With Skewing for Torque Ripple and Cogging Torque Reduction,” IEEE Transactions on Industry Applications, vol. 45, no. 1, pp. 152-160, 2009. [Online]. Available: https://doi.org/10.1109/TIA.2008.2009653 Search in Google Scholar

[30] H. Msaddek, A. Mansouri, and H. Trabelsi, “Optimal design and cogging torque minimization of a permanent magnet motor for an electric vehicle,” Technical Gazette, vol. 30, no. 2, pp. 538–544, 2023. [Online]. Available: https://doi.org/10.17559/TV-20220815140808 Search in Google Scholar