THREE-PHASE INDUCTION MOTOR DESIGN USING NEURAL NETWORKS

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ORAEI H.

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Paper Information

Journal: INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN) Year:2001 | Volume:11 | Issue:6 Page(s): 35-48

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Information Journal Paper

Title

THREE-PHASE INDUCTION MOTOR DESIGN USING NEURAL NETWORKS

Author(s)

ORAEI H. | Issue Writer Certificate

Keywords

INDUCTION MOTORSQ4

NEURAL NETWORKSQ4

ELECTRICAL MACHINESQ3

DESING PROCESSQ4

THREE PHASE DESIGWQ4

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.

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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. SID. https://sid.ir/paper/65506/en

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)[Internet]. 2001;11(6):35-48. Available from: https://sid.ir/paper/65506/en

IEEE: Copy

H. ORAEI, “THREE-PHASE INDUCTION MOTOR DESIGN USING NEURAL NETWORKS,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), vol. 11, no. 6, pp. 35–48, 2001, [Online]. Available: https://sid.ir/paper/65506/en

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