Artificial Intelligence Resources in Control and Automation Engineering

Author(s): Ben Hamed Mouna and Sbita Lassaâd

DOI: 10.2174/978160805126711201010108

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Artificial Intelligence and Electrical Drives

Pp: 108-134 (27)

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Abstract

SHS investigation development is considered from the geographical and historical viewpoint. 3 stages are described. Within Stage 1 the work was carried out in the Department of the Institute of Chemical Physics in Chernogolovka where the scientific discovery had been made. At Stage 2 the interest to SHS arose in different cities and towns of the former USSR. Within Stage 3 SHS entered the international scene. Now SHS processes and products are being studied in more than 50 countries.

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.

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