Open Access Open Access  Restricted Access Subscription Access

Application of Artificial Intelligence Techniques for the Control of the Asynchronous Machine


Affiliations
1 Electrical Engineering Department, University of Badji Mokhtar of Annaba, P.O. Box 12, 23000 Annaba, Algeria
2 Laboratory of Automatic and Signals-Annaba (LASA), University of Badji Mokhtar-Annaba, P.O. Box 12, 23000 Annaba, Algeria
 

The induction machine is experiencing a growing success for two decades by gradually replacing the DC machines and synchronous in many industrial applications. This paper is devoted to the study of advanced methods applied to the command of the asynchronous machine in order to obtain a system of control of high performance. While the criteria for response time, overtaking, and static error can be assured by the techniques of conventional control, the criterion of robustness remains a challenge for researchers. This criterion can be satisfied only by applying advanced techniques of command. After mathematical modeling of the asynchronous machine, it defines the control strategies based on the orientation of the rotor flux. The results of the different simulation tests highlight the properties of robustness of algorithms proposed and suggested to compare the different control strategies.
User
Notifications
Font Size

Abstract Views: 56

PDF Views: 0




  • Application of Artificial Intelligence Techniques for the Control of the Asynchronous Machine

Abstract Views: 56  |  PDF Views: 0

Authors

F. Khammar
Electrical Engineering Department, University of Badji Mokhtar of Annaba, P.O. Box 12, 23000 Annaba, Algeria
N. E. Debbache
Laboratory of Automatic and Signals-Annaba (LASA), University of Badji Mokhtar-Annaba, P.O. Box 12, 23000 Annaba, Algeria

Abstract


The induction machine is experiencing a growing success for two decades by gradually replacing the DC machines and synchronous in many industrial applications. This paper is devoted to the study of advanced methods applied to the command of the asynchronous machine in order to obtain a system of control of high performance. While the criteria for response time, overtaking, and static error can be assured by the techniques of conventional control, the criterion of robustness remains a challenge for researchers. This criterion can be satisfied only by applying advanced techniques of command. After mathematical modeling of the asynchronous machine, it defines the control strategies based on the orientation of the rotor flux. The results of the different simulation tests highlight the properties of robustness of algorithms proposed and suggested to compare the different control strategies.