Speed Sensorless Control Based Artificial Neural Network for Direct Current Motor | ||
| Thi-Qar University Journal for Engineering Sciences | ||
| Article 1, Volume 5, Issue 1, June 2014, Pages 73-84 | ||
| Authors | ||
| Adel M. Dakhil; Basil H. Jasim | ||
| Abstract | ||
| In this paper, A robust adaptive speed sensorless by a neural network approach of a separately excited (DC) motor without the use of speed sensors is presented. The simulation carried out by Matlab backage. The actual speed is estimated using a feed-forward neural network, the neural estimator have three inputs which are armature current, armature voltage, and the speed in the previous step of time; and one output which represents the estimated speed. The obtained results are presented to show the validity and efficiency of sensorless control scheme, which in turn obtains high performances. | ||
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