Performance Analysis of Speed Controller for 3hp and 150hp Three Phase Induction Motors Being Used in Cable Industry Applications
DOI:
https://doi.org/10.51983/ajes-2019.8.1.2339Keywords:
Speed Controller, Four Core Cable, 3hp, 150hp, Single Core CableAbstract
In this paper, Performance analysis of speed controller for 3hp and 150hp three phase induction motors being used in cable industry applications is carried out. For this purpose, cable manufacturing industry (Ravicab Cables Private Limited) at Bidadi, Ramanagara district is taken into study. A 3hp 3Φ induction motor is used to pull the single core cable which comes out of diameter controller. Similarly, a 150hp 3Φ induction motor is used to pull the four single core cable to form a four core cable. Therefore, as far as this cable industry is concerned, these motors speed control is essential. If the speed of these motors is not controlled precisely, then these motors will run at a speed which is deviated from reference speed. Hence, single and four core cable manufacturing is discussed here. Moreover, performance of speed controller (PID) which is currently existing in this industry for 3hp and 150 hp 3Φ induction motor is analysed and various controllers are proposed (Fuzzy, Neural network, Neuro-fuzzy). Eventually, robust controller for 3hp and 150hp motors is identified using comparative performance analysis between various controllers.
References
O. Ajangnay and Martino, "Optimal PID controller parameters for vector control of induction motors," in International Symposium on Power Electronics Electrical Drives Automation and Motion (SPEEDAM), pp. 959-965, August 2010.
L. Madhavi Mhaisgawali, S. P. Muley, "Induction motor speed control using PID controller," in Int J Technol Eng Sci, vol. 1, pp. 151-155, 2012.
M. Nasir Uddin and Sang Woo Nam, "Development and implementation of a nonlinear-controller-based IM drive incorporating iron loss with parameter uncertainties," in IEEE Transactions on Industrial Electronics, vol. 56, pp. 1263-1272, 2009.
B. M. Bird and J. Ridge, "Induction-motor speed-control schemes employing stator-voltage variation and pole-change windings," in Proceedings of the Institution of Electrical Engineers, vol. 118, pp. 537-542, 1971.
Mohammad Abdul Mannan et al., "Fuzzy-logic based speed control of induction motor considering core loss into account," in Intelligent Control and Automation, vol. 3, pp. 229, 2012.
Neelofar Shaukat et al., "Takagi-Sugeno Fuzzy logic based speed control of Induction Motor," in International Conference on Frontiers of Information Technology (FIT), pp. 280-285, December 2016.
V. Vengatesan and M. Chindamani, "Speed Control of Three Phase Induction Motor using Fuzzy Logic Controller by Space Vector Modulation Technique," in International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, pp. 2320-3765, 2014.
Swagat Pati, Manas Patnaik, and Abinash Panda, "Comparative performance analysis of fuzzy PI, PD and PID controllers used in a scalar controlled induction motor drive," in International Conference on Circuit, Power and Computing Technologies (ICCPCT), pp. 910-915, IEEE, March 2014.
T. D. Dongale et al., "Performance comparison of PID and fuzzy control techniques in three phase induction motor control," in Int. J. on Recent Trends in Engineering and Technology, vol. 7, 2012.
Bharat Bhushan, Madhusudan Singh, and G. Kumar Bairwa, "Performance Analysis of Indirect Vector Control Induction Motor using PI, Fuzzy and Neural Network Predictive Control," in J. Electrical Systems, vol. 6, pp. 361-376, 2010.
Tsai-Jiun Ren and Tien-Chi Chen, "Robust speed-controlled induction motor drive based on recurrent neural network," in Electric power systems research, vol. 76, pp. 1064-1074, 2006.
Oscar Barambones, "A Sensorless Vector control of Induction Motor Drives based on Artificial Neural Networks," in IFAC Proceedings, vol. 42, pp. 185-190, 2009.
Abdesselem Boulkroune, Salim Issaouni, and Hachemi Chekireb, "Adaptive Neuro-Fuzzy Controller of Induction Machine Drive with Nonlinear Friction," in Nature-Inspired Computing for Control Systems, Springer, Cham, pp. 169-192, 2016.
S. Osama Ebrahim et al., "ANN-based optimal energy control of induction motor drive in pumping applications," in IEEE transactions on Energy Conversion, vol. 25, pp. 652-660, 2010.
R. Gunabalan and V. Subbiah, "Implementation of Field Oriented Speed Sensorless Control of Induction Motor Drive," in International Journal on Electrical Engineering and Informatics, vol. 8, pp. 727, 2016.
Mehdi Ahmadi Jirdehi and Abbas Rezaei, "Parameters estimation of squirrel-cage induction motors using ANN and ANFIS," in Alexandria Engineering Journal, vol. 55, pp. 357-368, 2016.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2019 The Research Publication
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
