Gaur, Prerna ; Singh, Bhim ; Mittal, A. P. (2008) Artificial neural network based controller and speed estimation of permanent magnet synchronous motor In: Power System Technology and IEEE Power India Conference, 2008. POWERCON 2008. Joint International Conference on, 12-15 Oct. 2008, New Delhi, India.
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Official URL: http://ieeexplore.ieee.org/document/4745351/
Related URL: http://dx.doi.org/10.1109/ICPST.2008.4745351
Abstract
In the present work an artificial neural network (ANN) based speed controller and speed estimator of PMSM (Permanent Magnet Synchronous Motor) drive is designed and simulated using SIMULINK under MATLAB and results are compared with conventional PI controller and observer based drive of PMSM. The performance of ANN based system is evaluated for various disturbances to substantiate the proposed control and estimation of the speed.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Source: | Copyright of this article belongs to Institute of Electrical and Electronics Engineers. |
| Keywords: | Permanent Magnet Synchronous Motor (PMSM); Artificial Intelligence; Artificial Neural Network; Model Referencing Adaptive System (MRAS) |
| ID Code: | 109303 |
| Deposited On: | 29 Jun 2017 10:19 |
| Last Modified: | 29 Jun 2017 10:19 |
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