Optimization of V/F Control in Asynchronous Motors Using Adaptive Bee Colony Optimization

Year : 2024 | Volume :14 | Issue : 02 | Page : –
By

Brahmanand Gandhi,

Dr. Nand Lal shah,,

Dr. Prateek Nigam,

  1. Student, Rabindranath Tagore University, Bhopal, Madhya Pradesh, India
  2. Assistant Professor, Rabindranath Tagore University, Bhopal, Madhya Pradesh, India
  3. Assistant Professor , Rabindranath Tagore University, Bhopal, Madhya Pradesh, India

Abstract

: Asynchronous motors play a pivotal role in various industrial applications, utilizing electromagnetic induction to convert electrical energy into mechanical energy. This paper provides an in-depth exploration of their design principles, focusing on the rotor, stator, and coil configurations. Induction motors are categorized into single-phase and three-phase types, each suited to different power supply configurations and operational requirements. The study outlines a comprehensive methodology for modeling and simulating induction motor behavior using MATLAB/Simulink, emphasizing the implementation of V/F control strategies. Specifically, the paper introduces the Adaptive Bee Colony Optimization algorithm for tuning the Proportional Integral (PI) controller to achieve optimal speed control. Simulation results compare traditional PI control with the proposed optimization algorithm across varying speed conditions, demonstrating improvements in motor efficiency and stability.

Keywords: Asynchronous motors, V/F control, Adaptive Bee Colony Optimization, PID controller, MATLAB/Simulink simulation, industrial applications.

[This article belongs to Trends in Electrical Engineering(tee)]

How to cite this article: Brahmanand Gandhi, Dr. Nand Lal shah,, Dr. Prateek Nigam. Optimization of V/F Control in Asynchronous Motors Using Adaptive Bee Colony Optimization. Trends in Electrical Engineering. 2024; 14(02):-.
How to cite this URL: Brahmanand Gandhi, Dr. Nand Lal shah,, Dr. Prateek Nigam. Optimization of V/F Control in Asynchronous Motors Using Adaptive Bee Colony Optimization. Trends in Electrical Engineering. 2024; 14(02):-. Available from: https://journals.stmjournals.com/tee/article=2024/view=169374



References

  • Baiju, K., Rajeev, T. R., Shankar, Y. B., Dash, R., Ballaji, A., & Jena, S. R. (2024, April). Design and Development of VFD Enabled Speed Control of Induction Motor Using 3 rd Degree Kernel-C 2 N Model. 2024 International Conference on Recent Advances in Electrical, Electronics, Ubiquitous Communication, and Computational Intelligence (RAEEUCCI), Chennai, India, 2024, pp. 1-6, doi: 10.1109/RAEEUCCI61380.2024.10547749.
  • Hamim, M. Z., Salimin, S., & Bakar, A. A. (2024). Analysis of Variable Frequency Drive for Induction Motor using Matlab Software. Journal of Advanced Research in Applied Mechanics, Vol. 116 No. 1: April (2024), DOI: https://doi.org/10.37934/aram.116.1.117129
  • Kirange, Y. K., Salunkhe, S. C., Girase, G. C., Chaudhari, J. R., Magare, N. R., & Awachare, A. B. Enhancing Power Quality in Textile Industry: A Holistic Investigation of VFD Fed Induction Motor Drives. Indian Journal of Technical Education, 2023; 46 (4): 232-244. http://www.isteonline.in/Datafiles/cms/Qtr_issue_Oct-Dec_2023_issue_for_web.pdf
  • Manocha, J. Kumar, J. K. Rai, P. Ranjan, R. Chowdhury and V. Singh, “Reliability Study of 300kW Industrial Variable Voltage Variable Frequency Drive Induction Motor Set and its Associated Controller,” 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), Gwalior, India, 2024, pp. 1-4, doi: 10.1109/IATMSI60426.2024.10503110.
  • Reddy, S. V. R., Mudundi, R., Kumar, M. K., Reddy, C. R., Kalyani, T. V. S., Kumar, D. R., & Reddy, B. N. (2024). TS fuzzy control of PV assisted single phase three phase induction motor drive for rural pumping applications. Vol. 5 No. 1 (2024): Transactions on Energy Systems and Engineering Applications. DOI: https://doi.org/10.32397/tesea.vol5.n1.537
  • Kumar, V., & Kumar, S. (2024). A Four-Level Inverter Fed Open-End Winding Induction Motor Drive for Sugarcane Shredder in Sugar Industry. in IEEE Transactions on Power Electronics, vol. 39, no. 7, pp. 8517-8527, July 2024, doi: 10.1109/TPEL.2024.3381794.
  • Chirdchoo, N., Meesrisuk, W., & Chuenta, W. (2024). The use of a front-end ZVZCS DC-DC converter for an IoT VFD inverter system in the paddle wheel machine drive applications. International Journal of Power Electronics and Drive Systems (IJPEDS), Vol. 15, No. 1, March 2024, pp. 288~298, DOI: 10.11591/ijpeds. v15.i1.pp288-298
  • Das, A., & Chatterjee, S. A novel speed sensor‐less stator flux‐oriented vector control of dual‐stator induction generator for grid‐tied wind energy conversion system. Electric Power Systems Research, Volume 163, Part A , October 2018, Pages 174-195
  • Patel, A. P., Mehta, N. D., Haque, A. M., & Tiwari, A. Design, Simulation & Analysis Of Power Electronics Modulators For Variable Frequency Drives. Journal of Engineering and Technology Management 72 (2024)
  • Ghosh, S., Goud, H., Salwan, C., & Swarnkar, P. (2024). Fuzzy and MRAC based direct torque control for FSTPI fed induction motor. International Journal of System Assurance Engineering and Management, Volume 15, pages 3225–3233, (2024)

Regular Issue Subscription Review Article
Volume 14
Issue 02
Received August 8, 2024
Accepted August 14, 2024
Published August 25, 2024

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