In this paper an automated multiobjective optimisation based on fuzzy logic is applied to the magnetic core design of induction machines. The fuzzy logic is used in order to merge all the objectives of the vector optimisation in a single scalar function, so that the problem can be handled through a scalar optimisation algorithm. The estimation of the objectives is obtained through the field analysis performed by the Finite Element Method (FEM). The proposed procedure is used to improve performances of industrial induction motors where iron losses, electromotive forces and weight are optimisation objectives, while airgap thickness, external stator radius and stator tooth width are considered as design parameters.
Automated design of magnetic circuit of induction machines using multiobjective optimisation techniques and finite element method / Canova, Aldo; Chiampi, Mario; Ragusa, CARLO STEFANO; Repetto, Maurizio. - In: INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS. - ISSN 1383-5416. - 9:1(1998), pp. 1-9.
Automated design of magnetic circuit of induction machines using multiobjective optimisation techniques and finite element method
CANOVA, Aldo;CHIAMPI, Mario;RAGUSA, CARLO STEFANO;REPETTO, MAURIZIO
1998
Abstract
In this paper an automated multiobjective optimisation based on fuzzy logic is applied to the magnetic core design of induction machines. The fuzzy logic is used in order to merge all the objectives of the vector optimisation in a single scalar function, so that the problem can be handled through a scalar optimisation algorithm. The estimation of the objectives is obtained through the field analysis performed by the Finite Element Method (FEM). The proposed procedure is used to improve performances of industrial induction motors where iron losses, electromotive forces and weight are optimisation objectives, while airgap thickness, external stator radius and stator tooth width are considered as design parameters.Pubblicazioni consigliate
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https://hdl.handle.net/11583/1662805
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