Artificial Intelligence Resources in Control and Automation Engineering

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This e-book focuses on the application of artificial intelligence resources in fields related to Control and Automation Engineering. Techniques such as neural networks, fuzzy logic and expert systems ...
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Artificial Intelligence and Electrical Drives

Pp. 108-134 (27)

Ben Hamed Mouna and Sbita Lassaâd

Abstract

The main topic of this chapter is the application of artificial intelligence as fuzzy logic and neural network in motor drive systems. Artificial Neural Network (ANN) speed sensorless fuzzy control both in scalar and vector control of induction motor are presented and analyzed. The feasibility and effectiveness of the proposed methods are verified through experimentation. The experimental is built all around dSpace system with DS1104 controller board based on digital processor (DSP) TMS320C31.

Keywords:

Artificial intelligence, Induction motor, motion control and sensorless.

Affiliation:

High Institute of Industrial Systems of Gabès, University of Gabès, Tunisia