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V/F Based Speed Controller of Induction Motor using Ann Controller - A Review

Vinay Kumar Jain*, Roshni Shrimali**

*-** Shri Shankaracharya Technical Campus, Bhilai, India.

Periodicity:July - December'2023
DOI : https://doi.org/10.26634/jdp.11.2.20134

Abstract

Induction motors are typical motors with a constant speed that do not function at synchronous rates. Industrial mechanical loads must not only be powered but also operated at the specified velocity. Consequently, it is necessary to have ways of controlling the speed of induction motors. Multiple techniques exist for regulating the velocity of an induction motor. The objective of this paper is to critically examine the existing literature on different speed control techniques and evaluate their effectiveness in the presence of harmonics. Specifically, the focus will be on the utilization of SPWM inverter, harmonics reduction, and speed-torque characteristics to identify the most efficient methods. Additionally, the paper aims to explore strategies for minimizing odd harmonics through the use of an inverter.

Keywords

Induction Motor, Ann Controller, Speed Controller, Voltage Source Inverter (VSI), Pulse Width Modulation (PWM), Space Vector Pulse Width Modulation (SVPWN).

How to Cite this Article?

Jain, V. K., and Shrimali, R. (2023). V/F Based Speed Controller of Induction Motor using Ann Controller - A Review. i-manager’s Journal on Digital Signal Processing, 11(2), 29-36. https://doi.org/10.26634/jdp.11.2.20134

References

[1]. Abolhassani, M. T. (2005, May). A novel multiphase fault tolerant high torque density permanent magnet motor drive for traction application. In IEEE International Conference on Electric Machines and Drives, 2005. (pp. 728-734). IEEE.

[2]. Awaar, V. K., Rani, S., Naragani, P., Talluri, S., Polisetty, S., Vakkalanka, S. S., & Al-Jawahry, H. M. (2023). Speed Control of Induction Motor using Digital Signal Processor TMS320F28027F. In E3S Web of Conferences, 391, p. 01178. EDP Sciences.

[3]. Behera, P. K., Behera, M. K., & Sahoo, A. K. (2014). Speed Control of Induction Motor using Scalar Control. International Journal of Computer Applications, 975, (8887), 37-39.

[4]. Bianchi, N., Bolognani, S., & Dai Pré, M. (2007). Strategies for the fault-tolerant current control of a fivephase permanent-magnet motor. IEEE Transactions on Industry Applications, 43(4), 960-970.

[5]. Bianchi, N., Pre, M. D., & Bolognani, S. (2006). Design of a fault-tolerant IPM motor for electric power steering. IEEE Transactions on Vehicular Technology, 55(4), 1102-1111.

[6]. Blaschke, F. (1772). The principle of field orientation as applied to the new transvector closed-loop control system for rotating-field machine. Siemens Review, 34, 217-220.

[7]. Brod, D. M., & Novotny, D. W. (1985). Current control of VSI-PWM inverters. IEEE Transactions on Industry Applications, (3), 562-570.

[8]. Choi, J. H., Ji, J. K., & Park, M. H. (1988, October). A novel voltage-regulated current controlled PWM-VSC converter with unity power factor. In Proceedings. 14 Annual Conference of Industrial Electronics Society, 3, 587-592. IEEE.

[9]. de Lillo, L., Empringham, L., Wheeler, P. W., Khwan-On, S., Gerada, C., Othman, M. N., & Huang, X. (2009). Multiphase power converter drive for fault-tolerant machine development in aerospace applications. IEEE Transactions on Industrial Electronics, 57(2), 575-583.

[10]. Doki, S., Kinpara, Y., Okuma, S., & Sangwongwanich, S. (1993, April). Unified interpretation of indirect and direct vector control [of electric machines]. In Conference Record of the Power Conversion Conference-Yokohama 1993 (pp. 297-302). IEEE.

[11]. Dwari, S., & Parsa, L. (2008). An optimal control technique for multiphase PM machines under opencircuit faults. IEEE Transactions on Industrial Electronics, 55(5), 1988-1995.

[12]. Dwari, S., & Parsa, L. (2010). Fault-tolerant control of five-phase permanent-magnet motors with trapezoidal back EMF. IEEE Transactions on Industrial Electronics, 58(2), 476-485.

[13]. Enjeti, P. N., & Choudhury, S. A. (1993). A new control strategy to improve the performance of a PWM AC to DC converter under unbalanced operating conditions. IEEE Transactions on Power Electronics, 8(4), 493-500.

[14]. Fu, J. R., & Lipo, T. A. (1994). Disturbance-free operation of a multiphase current-regulated motor drive with an opened phase. IEEE Transactions on Industry Applications, 30(5), 1267-1274.

[15]. Fujita, H., & Akagi, H. (1998). The unified power quality conditioner: the integration of series-and shuntactive filters. IEEE Transactions on Power Electronics, 13(2), 315-322.

[16]. Ghosh, R., & Narayanan, G. (2008). Control of three-phase, four-wire PWM rectifier. IEEE Transactions on Power Electronics, 23 (1), 96-106.

[17]. Huang, C. Y., Wei, C. P., Yu, J. T., & Hu, Y. J. (2005). Torque and current control of induction motor drives for inverter switching frequency reduction. IEEE Transactions on Industrial Electronics, 52(5), 1364-1371.

[18]. Huang, M. S., & Liaw, C. M. (2003). Improved fieldweakening control for IFO induction motor. IEEE Transactions on Aerospace and Electronic Systems, 39(2), 647-659.

[19]. Ivensky, G., Gulko, M., & Ben-Yaarov, S. (1997). Current-fed multiresonant isolated DC-DC converter. IEEE Transactions on Aerospace and Electronic Systems, 33(1), 53-63.

[20]. Jacobina, C. B., Freitas, I. S., Oliveira, T. M., Da Silva, E. R. C., & Lima, A. M. N. (2004, June). Fault tolerant control of five-phase AC motor drive. In 2004 IEEE 35th Annual Power Electronics Specialists Conference, 5, 3486-3492. IEEE.

[21]. Jee, D., & Patel, N. (2013). V/F Control of Induction Motor Drive (Doctoral dissertation, Department of Electrical Engineering, National Institute of Technology, Rourkela).

[22]. Kang, M., Huang, J., Yang, J., Liu, D., & Jiang, H. (2009, November). Strategies for the fault-tolerant current control of a multiphase machine under open phase conditions. In 2009 International Conference on Electrical Machines and Systems (pp. 1-6). IEEE.

[23]. Kianinezhad, R., Nahid-Mobarakeh, B., Baghli, L., Betin, F., & Capolino, G. A. (2008). Modeling and control of six-phase symmetrical induction machine under fault condition due to open phases. IEEE Transactions on Industrial Electronics, 55(5), 1966-1977.

[24]. Lai, J. S., Huang, X., Chen, S., & Nehl, T. W. (2004). EMI characterization and simulation with parasitic models for a low-voltage high-current AC motor drive. IEEE Transactions on Industry Applications, 40(1), 178-185.

[25]. Lee, D. C., & Kim, Y. S. (2007). Control of singlephase-to-three-phase AC/DC/AC PWM converters for induction motor drives. IEEE Transactions on Industrial Electronics, 54(2), 797-804.

[26]. Levi, E., Bojoi, R., Profumo, F., Toliyat, H. A., & Williamson, S. (2007). Multiphase induction motor drives–a technology status review. IET Electric Power Applications, 1(4), 489-516.

[27]. Levi, E., Jones, M., & Vukosavic, S. N. (2003). Evenphase multi-motor vector controlled drive with single inverter supply and series connection of stator windings. IEEE Proceedings-Electric Power Applications, 150(5), 580-590.

[28]. Levi, E., Jones, M., Vukosavic, S. N., & Toliyat, H. A. (2004). A novel concept of a multiphase, multimotor vector controlled drive system supplied from a single voltage source inverter. IEEE Transactions on Power Electronics, 19(2), 320-335.

[29]. Lezana, P., Rodríguez, J., Pérez, M. A., & Espinoza, J. (2008). Input current harmonics in a regenerative multicell inverter with single-phase PWM rectifiers. IEEE Transactions on Industrial Electronics, 56(2), 408-417.

[30]. Lin, B. R. (1999). High power factor AC/DC/AC converter with random PWM. IEEE Transactions on Aerospace and Electronic Systems, 35(3), 935-943.

[31]. Lipo, T. A. (1988). Recent progress in the development in solid-state AC motor drives. IEEE Transactions on Power Electronics, 3(2), 105-117.

[32]. Locment, F., Semail, E., & Kestelyn, X. (2008). Vectorial approach-based control of a seven-phase axial flux machine designed for fault operation. IEEE Transactions on Industrial Electronics, 55(10), 3682-3691.

[33]. Marwali, M. N., Keyhani, A., & Tjanaka, W. (1999). Implementation of indirect vector control on an integrated digital signal processor-based system. IEEE Transactions on Energy Conversion, 14(2), 139-146.

[34]. Mekri, F., Charpentier, J.F., Benelghali, S., & Kestelyn, X. (2010). High Order Sliding mode optimal current control of five phase permanent magnet motor under open circuited phase fault conditions. In IEEE Proceedings Vehicle Power Propulsion Conference (pp. 1-6).

[35]. Nehrir, M. H. (1975). Speed control of three-phase induction motor by stator voltage control. IEEE Transactions on Industrial Electronics and Control Instrumentation, (2), 172-174.

[36]. Pal, Y., Swarup, A., & Singh, B. (2012). A novel control strategy of three-phase, four-wire UPQC for power quality improvement. Journal of Electrical Engineering and Technology, 7(1), 1-8.

[37]. Parsa, L. (2005, November). On advantages of multi phase machines. In 31st Annual Conference of IEEE Industrial Electronics Society, 2005. IECON 2005 (pp. 6-pp). IEEE.

[38]. Parsa, L., & Toliyat, H. A. (2004, October). Faulttolerant five-phase permanent magnet motor drives. In Conference Record of the 2004 IEEE Industry Applications Conference, 2004. 39th IAS Annual Meeting, 2, 1048-1054. IEEE.

[39]. Parsa, L., & Toliyat, H. A. (2005). Five-phase permanent-magnet motor drives. IEEE Transactions on Industry Applications, 41(1), 30-37.

[40]. Patel, J. R., & Vyas, S. R. (2014). Simulation and Analysis of Constant V/F Induction Motor Drive. International Journal of Engineering and Technical Research (IJETR), 2(4), 151-156.

[41]. Ryu, H. M., Kim, J. W., & Sul, S. K. (2006). Synchronousframe current control of multiphase synchronous motor under asymmetric fault condition due to open phases. IEEE Transactions on Industry Applications, 42(4), 1062-1070.

[42]. Salo, M., & Tuusa, H. (2005). Vector-controlled PWM current-source-inverter-fed induction motor drive with a new stator current control method. IEEE Transactions on Industrial Electronics, 52(2), 523-531.

[43]. Singh, B. N., Singh, B., & Singh, B. P. (1994). Performance analysis of a closed-loop field oriented cage induction motor drive. Electric Power Systems Research, 29(1), 69-81.

[44]. Xu, H., Toliyat, H. A., & Petersen, L. J. (2002). Fivephase induction motor drives with DSP-based control system. IEEE Transactions on Power Electronics, 17(4), 524-533.

[45]. Xu, X., & Novotny, D. W. (1992). Selection of the flux reference for induction machine drives in the field weakening region. IEEE Transactions on Industry Applications, 28(6), 1353-1358.

[46]. Zhao, Y., & Lipo, T. A. (1996). Modeling and control of a multi-phase induction machine with structural unbalance. IEEE Transactions on Energy Conversion, 11(3), 578-584.

[47]. Zheng, L., Fletcher, J. E., & Williams, B. W. (2006). Current optimization for a multi-phase machine under an open circuit phase fault condition. In Proceedings of the Power Electronics, Machines, and Drives Conference, Dublin, Ireland.

V/F Based Speed Controller of Induction Motor using Ann Controller - A Review

Abstract

Keywords

How to Cite this Article?

References

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