Have a personal or library account? Click to login
The Effect of Different Decision-Making Methods on Multi-Objective Optimisation of Predictive Torque Control Strategy Cover

The Effect of Different Decision-Making Methods on Multi-Objective Optimisation of Predictive Torque Control Strategy

By: Aycan Gurel and  Emrah Zerdali  
Open Access
|Dec 2021

References

  1. Arshad, M. H., Abido, M. A., Salem, A. and Elsayed, A. H. (2019). Weighting Factors Optimization of Model Predictive Torque Control of Induction Motor Using NSGA-II With TOPSIS Decision Making. IEEE Access, 7, pp. 177595–177606. doi: 10.1109/ACCESS.2019.2958415.10.1109/ACCESS.2019.2958415
  2. Davari, S. A., Norambuena, M., Nekoukar, V., Garcia, C. and Rodriguez, J. (2020). Even-Handed Sequential Predictive Torque and Flux Control. IEEE Transactions on Industrial Electronics, 67(9), pp. 7334–7342. doi: 10.1109/TIE.2019.2945274.10.1109/TIE.2019.2945274
  3. Davari, S. A., Nekoukaar, V., Garcia, C. and Rodriguez, J. (2021). Online Weighting Factor Optimization by Simplified Simulated Annealing for Finite Set Predictive Control. IEEE Transactions on Industrial Informatics, 17(1), pp. 31–40. doi: 10.1109/TII.2020.2981039.10.1109/TII.2020.2981039
  4. Guazzelli, P. R., de Andrade Pereira, W. C., de Oliveira, C. M., de Castro, A. G. and de Aguiar, M. L. (2019). Weighting Factors Optimization of Predictive Torque Control of Induction Motor by Multiobjective Genetic Algorithm. IEEE Transactions on Power Electronics, 34(7), pp. 6628–6638. doi: 10.1109/TPEL.2018.2834304.10.1109/TPEL.2018.2834304
  5. Gürel, A. and Zerdali, E. (2021). Metaheuristic Optimization of Predictive Torque Control for Induction Motor Control. Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, 11(1). doi: 10.28948/ngumuh.969734.10.28948/ngumuh.969734
  6. Kouro, S., Cortes, P., Vargas, R., Ammann, U. and Rodriguez, J. (2009). Model Predictive Control—A Simple and Powerful Method to Control Power Converters. IEEE Transactions on Industrial Electronics, 56(6), pp. 1826–1838. doi: 10.1109/TIE.2008.2008349.10.1109/TIE.2008.2008349
  7. Muddineni, V. P., Bonala, A. K. and Sandepudi, S. R. (2021). Grey Relational Analysis-Based Objective Function Optimization for Predictive Torque Control of Induction Machine. IEEE Transactions on Industry Applications, 57(1), pp. 835–844. doi: 10.1109/TIA.2020.3037875.10.1109/TIA.2020.3037875
  8. Muddineni, V. P., Sandepudi, S. R. and Bonala, A. K. (2017). Finite Control Set Predictive Torque Control for Induction Motor Drive with Simplified Weighting Factor Selection Using TOPSIS Method. IET Electric Power Applications, 11(5), pp. 749–760. doi: 10.1049/iet-epa.2016.0503.10.1049/iet-epa.2016.0503
  9. Nemec, M., Nedeljković, D. and Ambrožič, V. (2007). Predictive Torque Control of Induction Machines using Immediate Flux Control. IEEE Transactions on Industrial Electronics, 54(4), pp. 2009–2017. doi: 10.1109/TIE.2007.895133.10.1109/TIE.2007.895133
  10. Rodriguez, J., Kennel, R. M., Espinoza, J. R., Trincado, M., Silva, C. A. and Rojas, C. A. (2012). High-Performance Control Strategies for Electrical Drives: An Experimental Assessment. IEEE Transactions on Industrial Electronics, 59(2), pp. 812–820. doi: 10.1109/TIE.2011.2158778.10.1109/TIE.2011.2158778
  11. Rodriguez, J., Kazmierkowski, M. P., Espinoza, J. R., Zanchetta, P., Abu-Rub, H., Young, H. A. and Rojas, C. A. (2013). State of the Art of Finite Control Set Model Predictive Control in Power Electronics. IEEE Transactions on Industrial Informatics, 9(2), pp. 1003–1016. doi: 10.1109/TII.2012.2221469.10.1109/TII.2012.2221469
  12. Rojas, C. A., Rodriguez, J., Villarroel, F., Espinoza, J. R., Silva, C. A. and Trincado, M. (2013). Predictive Torque and Flux Control Without Weighting Factors. IEEE Transactions on Industrial Electronics, 60(2), pp. 681–690. doi: 10.1109/TIE.2012.2206344.10.1109/TIE.2012.2206344
  13. Rojas, C. A., Rodriguez, J. R., Kouro, S. and Villarroel, F. (2017). Multiobjective Fuzzy-Decision-Making Predictive Torque Control for an Induction Motor Drive. IEEE Transactions on Power Electronics, 32(8), pp. 6245–6260. doi: 10.1109/TPEL.2016.2619378.10.1109/TPEL.2016.2619378
  14. Stando, D. and Kazmierkowski, M. P. (2020). Simple Technique of Initial Speed Identification for Speed-Sensorless Predictive Controlled Induction Motor Drive. Power Electronics and Drives, 5(1), pp. 189–198. doi: 10.2478/pead-2020-0014.10.2478/pead-2020-0014
  15. Wang, F., Li, S., Mei, X., Xie, W., Rodriguez, J. and Kennel, R. M. (2015). Model-based Predictive Direct Control Strategies for Electrical Drives: An Experimental Evaluation of PTC and PCC Methods. IEEE Transactions on Industrial Informatics, 11(3), pp. 671–681. doi: 10.1109/TII.2015.2423154.10.1109/TII.2015.2423154
  16. Wang, F., Zhang, Z., Mei, X., Rodriguez, J. and Kennel, R. (2018). Advanced Control Strategies of Induction Machine: Field Oriented Control, Direct Torque Control and Model Predictive Control. Energies, 11(1), pp. 120. doi: 10.3390/en11010120.10.3390/en11010120
  17. Wang, F., Xie, H., Chen, Q., Davari, S. A., Rodriguez, J. and Kennel, R. (2020). Parallel Predictive Torque Control for Induction Machines Without Weighting Factors. IEEE Transactions on Power Electronics, 35(2), pp. 1779–1788. doi: 10.1109/TPEL.2019.2922312.10.1109/TPEL.2019.2922312
  18. Zerdali, E. and Barut, M. (2017). The Comparisons of Optimized Extended Kalman Filters for Speed-Sensorless Control of Induction Motors. IEEE Transactions on Industrial Electronics, 64(6), pp. 4340–4351. doi: 10.1109/TIE.2017.2674579.10.1109/TIE.2017.2674579
  19. Zhang, Y. and Yang, H. (2015). Model-Predictive Flux Control of Induction Motor Drives With Switching Instant Optimization. IEEE Transactions on Energy Conversion, 30(3), pp. 1113–1122. doi: 10.1109/TEC.2015.2423692.10.1109/TEC.2015.2423692
DOI: https://doi.org/10.2478/pead-2021-0018 | Journal eISSN: 2543-4292 | Journal ISSN: 2451-0262
Language: English
Page range: 289 - 300
Submitted on: Oct 10, 2021
Accepted on: Nov 8, 2021
Published on: Dec 17, 2021
Published by: Wroclaw University of Science and Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2021 Aycan Gurel, Emrah Zerdali, published by Wroclaw University of Science and Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.