Accès libre

Artificial Neural Network-Based Gain-Scheduled State Feedback Speed Controller for Synchronous Reluctance Motor

À propos de cet article

Citez

Awan, H. A., Saarakkala, S. E. and Hinkkanen, M. (2019). Flux-Linkage-Based Current Control of Saturated Synchronous Motors. IEEE Transactions on Industry Applications, 55(5), pp. 4762–4769.10.1109/TIA.2019.2919258 Search in Google Scholar

Bianchi, N., Bolognani, S., Carraro, E., Castiello, M. and Fornasiero, E. (2016). Electric Vehicle Traction Based on Synchronous Reluctance Motors. IEEE Transactions on Industry Applications, 52(6), pp. 4762–4769.10.1109/TIA.2016.2599850 Search in Google Scholar

Boldea, I. and Tutelea, L. (2018). Reluctance Electric Machines: Design and Control. CRC Press.10.1201/9780429458316 Search in Google Scholar

Brasel, M. (2014). A Gain-scheduled Multivariable LQR Controller for Permanent Magnet Synchronous Motor. In: Proceedings of the 19th International Conference on Methods and Models in Automation and Robotics MMAR, Miedzyzdroje, 2 – 5 September 2014.10.1109/MMAR.2014.6957443 Search in Google Scholar

Credo, A., Fabri, G., Villani, M., and Popescu, M. (2020). Adopting the Topology Optimization in the Design of High-speed Synchronous Reluctance Motors for Electric Vehicles. IEEE Transactions on Industry Applications, 56(5), pp. 5429–5438.10.1109/TIA.2020.3007366 Search in Google Scholar

Cvetkovski, G. V. and Petkovska, L. (2021). Selected Nature Inspired Algorithms in Function of PM Synchronous Motor Cogging Torque Minimization. Power Electronics and Drives, 6(41), pp. 209–222.10.2478/pead-2021-0012 Search in Google Scholar

Ewert, P. (2019). Application of Neural Networks and Axial Flux for the Detection of Stator and Rotor Faults of an Induction Motor. Power Electronics and Drives, 4(39), pp. 203–215.10.2478/pead-2019-0001 Search in Google Scholar

Grzesiak, L. M. and Tarczewski, T. (2015). State Feedback Control with ANN Based Load Torque Feedforward for PMSM Fed by 3-Level NPC Inverter with Sinusoidal Output Voltage Waveform. In: Ferrier J. L., Gusikhin O., Madani K., Sasiadek J., eds., Informatics in Control, Automation and Robotics. Lecture Notes in Electrical Engineering, 325, Springer, Cham, pp. 73–90.10.1007/978-3-319-10891-9_4 Search in Google Scholar

Hadla, H. and Cruz, S. (2016). Active Flux Based Finite Control Set Model Predictive Control of Synchronous Reluctance Motor Drives. In: Proceedings of the 18th European Conference on Power Electronics and Applications EPE’16 ECCE Europe, Karlsruhe, 6 – 8 September 2016. Search in Google Scholar

Hannoun, H., Hilairet, M. and Marchand, C. (2011). High Performance Current Control of a Switched Reluctance Machine Based on a Gain-Scheduling PI Controller. Control Engineering Practice, 19(11), pp. 1377–1386.10.1016/j.conengprac.2011.07.011 Search in Google Scholar

Farhan, A., Abdelrahem, M., Saleh, A., Shaltout, A. and Kennel, R. (2020). Simplified Sensorless Current Predictive Control of Synchronous Reluctance Motor Using On-line Parameter Estimation. Energies, 13(2), pp. 1–18.10.3390/en13020492 Search in Google Scholar

Kaźmierkowski, M. P., Blaabjerg, F. and Krishnan, R. (2001). Control in Power Electronics – Selected Problems. London: Academic Press. Search in Google Scholar

Li, J. C., Xin, M., Fan, Z. N. and Liu, R. (2020). Design and Experimental Evaluation of a 12 kW Large Synchronous Reluctance Motor and Control System for Elevator Traction. IEEE Access, 8, pp. 34256–34264.10.1109/ACCESS.2020.2974414 Search in Google Scholar

Lin, F. J., Chen, S. G. and Hsu, C. W. (2018). Intelligent Backstepping Control Using Recurrent Feature Selection Fuzzy Neural Network for Synchronous Reluctance Motor Position Servo Drive System. IEEE Transactions on Fuzzy Systems, 27(3), pp. 413–427.10.1109/TFUZZ.2018.2858749 Search in Google Scholar

Lin, F. J., Huang, M. S., Chen, S. G., Hsu, C. W. and Liang, C. H. (2019). Adaptive Backstepping Control for Synchronous Reluctance Motor Based on Intelligent Current Angle Control. IEEE Transactions on Power Electronics, 35(7), pp. 7465–7479.10.1109/TPEL.2019.2954558 Search in Google Scholar

Oliveira, F. and Ukil, A. (2019). Comparative Performance Analysis of Induction and Synchronous Reluctance Motors in Chiller Systems for Energy Efficient Buildings. IEEE Transactions on Industrial Informatics, 15(8), pp. 4384–4393.10.1109/TII.2018.2890270 Search in Google Scholar

Safonov, M. and Athans, M. (1977). Gain and Phase Margin for Multiloop LQG Regulators. IEEE Transactions on Automatic Control, 22(2), pp. 173–179.10.1109/TAC.1977.1101470 Search in Google Scholar

Scalcon, F. P., Osório, C. R., Koch, G. G., Gabbi, T. S., Vieira, R. P., Gründling, H. A., and Montagner, V. F. (2020). Robust Control of Synchronous Reluctance Motors by Means of Linear Matrix Inequalities. IEEE Transactions on Energy Conversion, 36(2), pp. 779–788.10.1109/TEC.2020.3028568 Search in Google Scholar

Senjyu, T., Kinjo, K., Urasaki, N. and Uezato, K. (2003). High Efficiency Control of Synchronous Reluctance Motors Using Extended Kalman Filter. IEEE Transactions on Industrial Electronics, 50(4), pp. 726–732.10.1109/TIE.2003.814998 Search in Google Scholar

Shyu, K. K., Lai, C. K. and Hung, J. Y. (2001). Totally Invariant State Feedback Controller for Position Control of Synchronous Reluctance Motor. IEEE Transactions on Industrial Electronics, 48(3), pp. 615–624.10.1109/41.925589 Search in Google Scholar

Tarczewski, T. and Grzesiak, L. M. (2009). High Precision Permanent Magnet Synchronous Servo-drive with Lqr Position Controller. Przeglad Elektrotechniczny, 85(8), pp. 42–47. Search in Google Scholar

Tarczewski, T., Niewiara, L. J. and Grzesiak, L. M. (2021). Gain-Scheduled State Feedback Speed Control of Synchronous Reluctance Motor. In: Proceedings of the 19th International Power Electronics and Motion Control Conference PEMC, Gliwice, 25–29 April 2021.10.1109/PEMC48073.2021.9432549 Search in Google Scholar

Tarczewski, T., Skiwski, M. and Grzesiak, L. M. (2017). Constrained Non-stationary State Feedback Speed Control of PMSM. In: Proceedings of the 19th European Conference on Power Electronics and Applications EPE’17 ECCE Europe, Warsaw, 11–14 September 2017.10.23919/EPE17ECCEEurope.2017.8099054 Search in Google Scholar

Truong, P. H., Flieller, D., Nguyen, N. K., Mercklé J. and Sturtzer G. (2016). Torque Ripple Minimization in Non-sinusoidal Synchronous Reluctance Motors Based on Artificial Neural Networks. Electric Power Systems Research, 140, pp. 37–45.10.1016/j.epsr.2016.06.045 Search in Google Scholar

Yousefi-Talouki, A., Pescetto, P., Pellegrino, G. and Boldea, I. (2017). Combined Active Flux and High-frequency Injection Methods for Sensorless Direct-flux Vector Control of Synchronous Reluctance Machines. IEEE Transactions on Power Electronics, 33(3), pp. 2447–2457.10.1109/TPEL.2017.2697209 Search in Google Scholar

eISSN:
2543-4292
Langue:
Anglais