Abstract
This paper proposes a combination of a nonlinear feedback linearization control (FLC) and a second-order sliding mode (SOSM) controller to enhance the effectiveness and performance of variable speed control in an open-ended winding induction motor (OEWIM). The literature indicates that the traditional FLC with a PI controller is susceptible to disruptions from its internals as well as outside interference. The conventional sliding-mode controller can offer robust control. However, it suffers from the chattering phenomenon. The SOSMC, based on a super-twisting algorithm (STA), was designed and implemented to overcome all of these drawbacks. It is extremely difficult to obtain the optimum parameters for each FLC and SOSM controller that give good results using traditional methods due to the relatively large number of parameters. Moreover, a novel approach based on the linearly decreasing method for both inertia weight and learning constant of the particle swarm optimization (PSO) algorithm was presented to improve the variable speed control of the OEWIM. To maintain a constant switching frequency, decrease harmonic distortion, and reduce common-mode voltage (CMV), a space vector modulation technique of a seven-level inverter is suggested and implemented by supplying each end of an open-ended stator winding induction motor with three-level inverters. The advantages of the suggested control system have been confirmed using simulated results of various tests of the complete system.
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References
Daoud, M.; Elserougi, A.A.; Massoud, A.M.; Bojoi, R.; Abdel-Khalik, A.S.; Ahmed, S.: Zero-/low-speed operation of multiphase drive systems with modular multilevel converters. IEEE Access 7, 14353–14365 (2019). https://doi.org/10.1109/access.2019.2893526
Khadar, S.; Abu-Rub, H.; Kouzou, A.: Sensorless field-oriented control for open-end winding five-phase induction motor with parameters estimation. IEEE Open J. Indus. Electron. Soc. 2, 266–279 (2021). https://doi.org/10.1109/ojies.2021.3072232
Jayakumar, V.; Bharatiraja, C.; Munda, J.L.: A comprehensive review on space vector modulation techniques for neutral point clamped multi-level inverters. IEEE Access 9, 112104–112144 (2021). https://doi.org/10.1109/access.2021.3100346
Ranjit, M., RameshBabu, V., and Jalluri, S. R.: “Performance analysis of multicarrier PWM techniques for dual inverter fed open end winding induction motor drive”. In: 2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC), 2019, doi: https://doi.org/10.1109/icpedc47771.2019.9036509.
Pires, V.F.; Cordeiro, A.; Foito, D.; Silva, F.; Romero-Cadaval, E.: Cascaded multilevel structure with three-phase and single-phase H-bridges for open-end winding induction motor drive. IEEE Open J. Indus. Electron. Soc. 4, 346–361 (2023). https://doi.org/10.1109/ojies.2023.3309652
Nayli, A., Guizani, S. and Ben Ammar, F.: “Open-end winding induction machine supplied by two flying capacitor multilevel inverters”. In: 2013 International Conference on Electrical Engineering and Software Applications, Hammamet, Tunisia, 2013, https://doi.org/10.1109/ICEESA.2013.6578456.
Korhonen, J., Peltoniemi, P., Nerg, J. and Silventoinen, P.: “Selected harmonic elimination pulse width modulation for open-end winding motors with a common DC link”. In: 2021 IEEE International Electric Machines & Drives Conference (IEMDC), Hartford, CT, USA, 2021, pp. 1-6, https://doi.org/10.1109/IEMDC47953.2021.9449528
El-Hosainy, A., Hamed, H. A., Azazi, H. Z., and El-Kholy, E. E.: “A review of multilevel inverter topologies, control techniques, and applications”. In: 2017 Nineteenth International Middle East Power Systems Conference (MEPCON), Cairo, Egypt, 2017, pp. 1265-1275, https://doi.org/10.1109/MEPCON.2017.8301344
Surya Prakash, M. N., and Srinivas, S.:”Field oriented control of an open end winding induction machine with zero common mode voltage”. In: 2017 National Power Electronics Conference (NPEC), Pune, India, 2017, pp. 352-357, https://doi.org/10.1109/NPEC.2017.8310484
Meesala, R.E.K.; Kumar, T.V.: An improved direct torque control of three-level dual inverter fed open-ended winding induction motor drive based on modified look-up table. IEEE Trans. Power Electron. 35(4), 3906–3917 (2020). https://doi.org/10.1109/tpel.2019.2937684
Khadar, S.; Kouzou, A.; Hafaifa, A.; Iqbal, A.: Investigation on SVM-Backstepping sensorless control of five-phase open-end winding induction motor based on model reference adaptive system and parameter estimation. Eng. Sci. Technol. Int. J. 22(4), 1013–1026 (2019). https://doi.org/10.1016/j.jestch.2019.02.008
Zhu, B., Rajashekara, K., and Kubo, H.: “A novel predictive current control for open-end winding induction motor drive with reduced computation burden and enhanced zero sequence current suppression. In: 2017 IEEE Applied Power Electronics Conference and Exposition (APEC), Tampa, FL, USA, 2017, pp. 552-557, https://doi.org/10.1109/APEC.2017.7930748
Khadar, S., Abu-Rub, H. and Kouzou, A.: “ Sensorless sliding mode control of open-end dual-stator induction motor using extended kalman filter. In: 2021 18th International Multi-Conference on Systems, Signals & Devices (SSD), Monastir, Tunisia, 2021, pp. 1136–1141, https://doi.org/10.1109/SSD52085.2021.9429471
Dendouga, A.: A comparative study between the PI and SM controllers used by nonlinear control of induction motor fed by SVM matrix converter. IETE J. Res. 68(4), 3019–3029 (2020). https://doi.org/10.1080/03772063.2020.1743781
A. Dendouga, “Combined nonlinear feedback strategy and sliding mode controller for high performance matrix converter-fed induction motor drives. Dendouga J. Control Eng. Appl. Inform. 2015, https://doi.org/10.61416/ceai.v17i2.2485
De Jesús Rubio, J.; Hernández, M.A.; Rosas, F.J.; Orozco, E.A.; Balcazar, R.; Pacheco, J.: “Genetic high-gain controller to improve the position perturbation attenuation and compact high-gain controller to improve the velocity perturbation attenuation in inverted pendulums.” Neural Netw. (2024). https://doi.org/10.1016/j.neunet.2023.11.029
de Jesús, R.J.: Bat algorithm based control to decrease the control energy consumption and modified bat algorithm based control to increase the trajectory tracking accuracy in robots. Neural Netw. 1(161), 437–448 (2023). https://doi.org/10.1016/j.neunet.2023.02.010
Lughofer, E.; Škrjanc, I.: Evolving error feedback fuzzy model for improved robustness under measurement noise. IEEE Trans. Fuzzy Syst. 31(3), 997–1008 (2023). https://doi.org/10.1109/tfuzz.2022.3193451
Rubio, J.D.; Orozco, E.; Cordova, D.A.; Islas, M.A.; Pacheco, J.; Gutierrez, G.J.; Zacarias, A.; Soriano, L.A.; Meda-Campaña, J.A.; Mujica-Vargas, D.: Modified linear technique for the controllability and observability of robotic arms. IEEE Access 4(10), 3366–3377 (2022). https://doi.org/10.1109/access.2021.3140160
Soriano, L.A.; Zamora, E.; Vazquez-Nicolas, J.M.; Hernández, G.; Barraza Madrigal, J.A.; Balderas, D.: PD control compensation based on a cascade neural network applied to a robot manipulator. Front. Neurorobot. 14, 577749 (2020). https://doi.org/10.3389/fnbot.2020.577749
Silva-Ortigoza, R., et al.: Sensorless tracking control for a ‘full-bridge buck inverter—DC motor’ system: passivity and flatness-based design. IEEE Access 9, 132191–132204 (2021). https://doi.org/10.1109/access.2021.3112575
Khadar, S.; Abdelaziz, A.Y.; Elbarbary, Z.M.S.; Mossa, M.A.: An improved sensorless nonlinear control based on SC-MRAS estimator of open-end winding five-phase induction motor fed by dual NPC inverter: hardware-in-the-loop implementation. Machines 11(4), 469 (2023). https://doi.org/10.3390/machines11040469
Dendouga, A.: Feedback linearization associated to a sliding mode controller for an operating with unity power factor of induction motor fed by matrix converter. SN Appl. Sci. 2(5), 879 (2020). https://doi.org/10.1007/s42452-020-2674-7
Dendouga, A.: Conventional and second order sliding mode control of permanent magnet synchronous motor fed by direct matrix converter: comparative study. Energies 13(19), 5093 (2020). https://doi.org/10.3390/en13195093
Utkin, V.I.; Poznyak, A.S.; Orlov, Y.; Polyakov, A.: Conventional and high order sliding mode control. J. Franklin Inst. 357(15), 10244–10261 (2020). https://doi.org/10.1016/j.jfranklin.2020.06.018
Abd Ali, J.; Hannan, M.A.; Mohamed, A.: Improved indirect field-oriented control of induction motor drive based PSO algorithm. J. Teknol. (2016). https://doi.org/10.11113/jt.v78.8888
Vukašinović, J.; Štatkić, S.; Milovanović, M.; Arsić, N.; Perović, B.: Combined method for the cage induction motor parameters estimation using two-stage PSO algorithm. Electr. Eng. 105(5), 2703–2714 (2023). https://doi.org/10.1007/s00202-023-01849-9
Dusari, A.; Ram, T.B.: A simplified space-vector Pwm for three level inverters applied to passive and motor load. Int. J. Sci. Eng. Adv. Technol. IJSEAT 2(8), 268–275 (2014)
Zhuo, G.; Hostettler, J.D.; Gu, P.; Wang, X.: Robust sliding mode control of permanent magnet synchronous generator-based wind energy conversion systems. Sustainability 8(12), 1265 (2016). https://doi.org/10.1109/ECCE.2016.7855409
Borlaug, I.-L. G.: “Higher-order sliding mode control - stability analysis and application to underwater snake robots,” Master’s Thesis, Norwegian University of Science and Technology, Trondheim, Norway, 2017
Nouaoui, T., Dendouga, A., and Bendaikha, A.: “Fractional order PID tuned using symbiotic organism search algorithm for field oriented control of the permanent magnet synchronous motor." In: 2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS), BLIDA, Algeria, 2023, pp. 1–5, doi: https://doi.org/10.1109/ICAECCS56710.2023.10104667
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Ladjel, M.L., Dendouga, A. Incorporation of Nonlinear Control and SOSM Controller with Improved PSO Algorithm for OEWIM Fed by SVM Seven-Level Dual Inverter. Arab J Sci Eng (2024). https://doi.org/10.1007/s13369-024-08894-x
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DOI: https://doi.org/10.1007/s13369-024-08894-x