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Paper Information

Journal:   INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN)   WINTER 2001 , Volume 11 , Number 6; Page(s) 35 To 48.
 
Paper: 

THREE-PHASE INDUCTION MOTOR DESIGN USING NEURAL NETWORKS

 
 
Author(s):  ORAEI H.*
 
* DEPARTMENT OF ELECTRICAL ENGINEERING, SHARIF UNIVERSITY OF TECHNOLOGY, TEHRAN, IRAN
 
Abstract: 
Electrical machine design involves solution of a number of non-linear equations. Due to the complexities of the problem, designers' experience still plays an important role in the design process.In this paper, three-phase induction motor design is considered as a non-linear system in which the input vector, consists of specifications and required performance. The output vector, on the other hand, includes physical properties and geometrical dimensions. Neural network is then used to simulate the non-linear system, describing the motor design problem. The proposed method enables the designer to design the motor without a knowledge of the relationships governing motor design. The proposed model is trained using data provided by a manufacturer and the results are compared with those obtained by conventional methods.
 
Keyword(s): INDUCTION MOTORS, NEURAL NETWORKS, ELECTRICAL MACHINES, DESING PROCESS, THREE PHASE DESIGW
 
 
References: 
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Citations: 
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+ Click to Cite.
APA: Copy

ORAEI, H. (2001). THREE-PHASE INDUCTION MOTOR DESIGN USING NEURAL NETWORKS. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), 11(6), 35-48. https://www.sid.ir/en/journal/ViewPaper.aspx?id=144032



Vancouver: Copy

ORAEI H.. THREE-PHASE INDUCTION MOTOR DESIGN USING NEURAL NETWORKS. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN). 2001 [cited 2021December02];11(6):35-48. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=144032



IEEE: Copy

ORAEI, H., 2001. THREE-PHASE INDUCTION MOTOR DESIGN USING NEURAL NETWORKS. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), [online] 11(6), pp.35-48. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=144032.



 
 
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