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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/17288
Title: A complete fuzzy logic based real-time simulation of vector controlled PMSM drive
Authors: Mishra A.
Dubey G.
Joshi D.
Agarwal, Pramod
Sriavstava S.P.
Published in: Proceedings of 2018 2nd IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2018
Abstract: The replacement of speed proportional plus integral (PI) controller by fuzzy logic controller is a most promising application of artificial intelligence in motion control application. The stator current divided in two components- d-axis and q-axis currents. The mathematical model of PMSM in per unit values is presented. The whole vector controlled drive has two loops; inner currents and outer speed loop. In this paper fuzzy-logic is employed for all these controllers. To execute the control rules of fuzzy inference engine, the actual error inputs to controller have been normalized by using input scaling factors. To assure that output of fuzzy logic controller is appropriate for actual system being controlled, output scaling factors are used. Each controller has different parameters like range of MFs, input-output range, so the tuning of three controllers are also different. Tuning of individual controllers is done by investigating the performance with PI controller. The exhaustive simulation is done in different operating conditions, and implemented in real time at FPGA based RT-LAB. The performance of complete fuzzy controller is compared with PI controller for PMSM drive. Simulation and experimental results validate the efficacy of proposed controllers. © 2018 IEEE.
Citation: Proceedings of 2018 2nd IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems, ICPEICES 2018, (2018), 809- 814
URI: https://doi.org/10.1109/ICPEICES.2018.8897373
http://repository.iitr.ac.in/handle/123456789/17288
Issue Date: 2018
Publisher: Institute of Electrical and Electronics Engineers Inc.
Keywords: FLC
FPGA
Modeling
Per Unit
PI-controller
PMSM
RT-LAB
SVM
ISBN: 9.78154E+12
Author Scopus IDs: 56662335400
57212061250
55431909000
9733363000
57212060780
Author Affiliations: Mishra, A., EE Deptt, NIT Patna, Patna, India
Dubey, G., EC Deptt Rajkiya Plytechnic, Kanpur, India
Joshi, D., EE Deptt DTU Delhi, India
Agarwal, P., EE Deptt IIT Roorkee, Roorkee, India
Sriavstava, S.P., EE Deptt IIT Roorkee, Roorkee, India
Appears in Collections:Conference Publications [EE]

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