DOI: https://doi.org/10.14710/ijred.2021.33403

A Novel Method of Electric Scooter Torque Estimation Using the Space Vector Modulation Control

1Laboratory of Smart Grids & Renewable Energies (S.G.R.E), Faculty of Technology, Department of Electrical Engineering, Tahri Mohamed University Bechar, B.P 417, 08000, Algeria

2Department of Electric Electronics Engineering, Faculty of Engineering, Nisantasi University, 34310, Istanbul, Turkey

Received: 9 Oct 2020; Revised: 3 Dec 2020; Accepted: 15 Jan 2021; Available online: 20 Jan 2021; Published: 1 May 2021.
Editor(s): Grigorios Kyriakopoulos
Open Access Copyright (c) 2021 The Authors. Published by Centre of Biomass and Renewable Energy (CBIORE)
Creative Commons License This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

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Abstract
In recent years, there are many studies have been conducted in the field of light electric vehicles, especially electric scooters. These are preferred in large urban areas that are crowded with cars and cause traffic congestion in the European and Asian continents. In this study, the three-wheel electric scooter contained two BLDC motors that drove the rear wheels and, each of these motors were controlled independently via an electronic differential. This paper aims to implement a Space Vector Modulation for the Direct Torque Control unit (SVM-DTC) of the BLDC wheel-motor of each driving wheel. The proposed system had been designed and simulated by using the MATLAB/SIMULINK environment. The performance of the overall system (scooter stability control system - energy storage system -power quality, etc.) with using SVM-DTC control was compared with the classical Direct Torque Control (DTC) algorithm by using the same electric scooter model. The obtained results showed clearly  the improvement made by the proposed control loop system at different stages, where it could reduce the THD of the stator current from 30.99% to 6.16%,as well as  it was able to achieve more than 0.2% of the charging state of the battery in 18 seconds only.
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Keywords: Three-wheel scooter; electric vehicle; BLDCM; space vector modulation; direct torque control; electronic differential.

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Section: Original Research Article
Language : EN
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  1. Abdelfatah, N., &Brahim, G. (2011). The slopped road angle effect on lithium ions battery behavior for the next future commercialized electric vehicle. Journal of Electrical and Electronics Engineering, 4(2), 5.‏
  2. Abdelfatah N, Abdeldjabar H, Ismail K. B, Samir. H, Pièrre S. (2008). Two Wheel Speed Robust Sliding Mode Control for Electric Vehicle Drive, Serbian Journal of Electrical Engineering, SJEE, 5(2), 2008, 199-216. https://doi.org/10.2298/SJEE0802199A
  3. Abdelfatah N, Abdeldjabar H, Ismail K. B, Samir. H, Pièrre. (2009). Fuzzy-Sliding Mode speed control for electric vehicle drive, Korean Journal of Electrical Engineering Technology, JEET,4(4), 2009, 499-509. https://doi.org/10.5370/JEET.2009.4.4.499
  4. Andreasen, S. J., Ashworth, L., Remon, I. N. M., &Kær, S. K. (2008). Directly connected series coupled HTPEM fuel cell stacks to a Li-ion battery DC bus for a fuel cell electrical vehicle. international journal of hydrogen energy, 33(23), 7137-7145. https://doi.org/10.1016/j.ijhydene.2008.09.029
  5. Bertoluzzo, M., &Buja, G. (2011). Development of electric propulsion systems for light electric vehicles. IEEE Transactions on Industrial Informatics, 7(3), 428-435. https://doi.org/10.1109/TII.2011.2158840
  6. Boumediene, S., Abdelfatah, N., Hamza, T., &Hicham, C. (2020, May). Power Supply Multisource Solar/Battery For Electric Scooter. In 020 1st International Conference on Communications, Control Systems and Signal Processing (CCSSP) (pp. 518-522). IEEE.‏ https://doi.org/10.1109/CCSSP49278.2020.9151763
  7. Caricchi, F., Del Ferraro, L., Capponi, F. G., Honorati, O., &Santini, E. (2003). Three-wheeled electric maxi-scooter for improved driving performances in large urban areas. In IEEE International Electric Machines and Drives Conference, 2003. IEMDC'03. (Vol. 3, pp. 1363-1368). IEEE. https://doi.org/10.1109/IEMDC.2003.1210629
  8. Duesterhoeft, W. C., Schulz, M. W., & Clarke, E. (1951). Determination of instantaneous currents and voltages by means of alpha, beta, and zero components. Transactions of the American Institute of Electrical Engineers, 70(2), 1248-1255.‏ https://doi.org/10.1109/T-AIEE.1951.5060554
  9. Han, X., Ouyang, M., Lu, L., Li, J., Zheng, Y., & Li, Z. (2014). A comparative study of commercial lithium ion battery cycle life in electrical vehicle: Aging mechanism identification. Journal of Power Sources, 251, 38-54. https://doi.org/10.1016/j.jpowsour.2013.11.029
  10. Hannan, M. A., Azidin, F. A., & Mohamed, A. (2012). Multi-sources model and control algorithm of an energy management system for light electric vehicles. Energy Conversion and Management, 62, 123-130. https://doi.org/10.1016/j.enconman.2012.04.001
  11. Harušinec, J., Suchánek, A., Loulová, M., &Kurčík, P. (2019). Design of a prototype frame of an electrically driven three-wheel vehicle. In MATEC Web of Conferences (Vol. 254, p. 02014). EDP Sciences. https://doi.org/10.1051/matecconf/201925402014
  12. Hichem, C., Nasri, A., &Kayisli, K. (2019). Fuzzy Logic Speed Control for Three-Wheel Electric Scooter. International Journal of Renewable Energy Research (IJRER), 9(3), 1443-1450
  13. Jensen, H. C. B., Schaltz, E., Koustrup, P. S., Andreasen, S. J., &Kær, S. K. (2012). Evaluation of fuel-cell range extender impact on hybrid electrical vehicle performance. IEEE Transactions on Vehicular Technology, 62(1), 50-60. https://doi.org/10.1109/TVT.2012.2218840
  14. Jeong, S. G., Kwon, J. M., & Kwon, B. H. (2019). High-efficiency bridgeless single-power-conversion battery charger for light electric vehicles. IEEE Transactions on Industrial Electronics, 66(1), 215-222. https://doi.org/10.1109/TIE.2018.2826458
  15. Kommula, B. N., & Kota, V. R. (2019). A Novel Single Input Double Output (SIDO) Converter for Torque Ripple Minimization in Solar Powered BLDC Motor. International Journal of Renewable Energy Development, 8(2), 161-168. https://doi.org/10.14710/ijred.8.2.161-168
  16. Lovley, I. J. B., Klingl, J. C., Groenhuyzen, M., & Edlauer, K. "Three-wheeled electric scooter." U.S. Patent No. 9,592,876. 14 Mar. 2017
  17. Marzougui, H., Amari, M., Kadri, A., Bacha, F., &Ghouili, J. (2017). Energy management of fuel cell/battery/ultracapacitor in electrical hybrid vehicle. International journal of hydrogen energy, 42(13), 8857-8869. https://doi.org/10.1016/j.ijhydene.2016.09.190
  18. Nasri, A., Gasbaoui, B., &Fayssal, B. M. (2016). Sliding mode control for four wheels electric vehicle drive. Procedia Technology, 22, 518-526.‏ https://doi.org/10.1016/j.protcy.2016.01.111
  19. Nasri. A, Gasbaoui. B (2017). Four Wheel Electric Vehicle Behavior Using Fuel Cell Supply Moving on Mountain Region Condition . International Journal on Electrical Engineering and informatics, IJEEI, 9(3),2017, 469-481 . https://doi.org/10.15676/ijeei.2017.9.3.4
  20. Nasri, A., Hazzab, A., Bousserhane, I. K., Hadjeri, S., &Sicard, P. (2010). Fuzzy logic speed control stability improvement of lightweight electric vehicle drive. Journal of Electrical Engineering & Technology, 5(1), 129-139.‏ https://doi.org/10.5370/JEET.2010.5.1.129
  21. Pellegrino, G., Armando, E., &Guglielmi, P. (2009). An integral battery charger with power factor correction for electric scooter. IEEE transactions on power electronics, 25(3), 751-759. https://doi.org/10.1109/TPEL.2009.2033187
  22. Pizzi, L. (2012). U.S. Patent Application No. 29/374,203
  23. Saxena, S., Gopal, A., &Phadke, A. (2014). Electrical consumption of two-, three-and four-wheel light-duty electric vehicles in India. Applied energy, 115, 582-590. https://doi.org/10.1016/j.apenergy.2013.10.043
  24. Sindha, J., Chakraborty, B., &Chakravarty, D. (2015, August). Rigid body modeling of three wheel vehicle to determine the dynamic stability-A practical approach. In 2015 IEEE international transportation electrification conference (ITEC) (pp. 1-8). IEEE. https://doi.org/10.1109/ITEC-India.2015.7386889
  25. Tahri, F., Tahri, A., AlRadadi, E. A., &Draou, A. (2007, September). Analysis and control of advanced static VAR compensator based on the theory of the instantaneous reactive power. In 2007 International Aegean Conference on https://doi.org/10.1109/ACEMP.2007.4510559

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