DocumentCode :
50093
Title :
Multiobjective optimization of stator slot insulation of high-voltage generator based on coupled SNOPT-finite element method analysis
Author :
Azizi, Diako ; Gholami, Amir
Author_Institution :
Dept. of Electr. Eng., Iran Univ. of Sci. & Technol., Tehran, Iran
Volume :
29
Issue :
2
fYear :
2013
fDate :
March-April 2013
Firstpage :
69
Lastpage :
76
Abstract :
The article describes an optimization algorithm based on coupling SNOPT to finite element analysis for optimization of the insulation layers in a model generator. An electromagnetic and thermal study of the core, winding, and insulation of stator slots is performed with the main idea of finding the optimum shape and characteristics of the insulation layers to minimize electric stress with respect to the thermal limitations of the materials. For this purpose a novel method of coupled SNOPT-FEM analysis is used for the optimization of insulation layers in a generator. The optimization algorithm in this article builds on the wellknown SNOPT packag, which is a general purpose system for large-scale, nonlinearly constrained optimization. For optimization involving electric fields and geometric properties, such as shape optimization, SNOPT can be connected to FEM to perform optimization based on a finite element model. According to this method, the geometry of the insulation layers is optimized, and optimized values for the material properties are obtained with respect to electrothermal limitations to investigate the possibility of improving the HV generator characteristics. Following a short review of the stator winding insulation system components, the developed optimization algorithm for SNOPT and FEM analysis will be given along with the results of a model generator.
Keywords :
electric generators; finite element analysis; machine insulation; nonlinear programming; stators; HV generator characteristics; SNOPT package; coupled SNOPT-finite element method analysis; electric fields; electric stress minimization; electromagnetic study; geometric property; high-voltage generator; insulation layer optimization; large-scale nonlinearly constrained optimization; multiobjective optimization algorithm; stator slot core; stator slot insulation; stator slot winding; stator winding insulation system components; thermal study; Coatings; Conductors; Finite element methods; Generators; High-voltage techniques; Insulation; Optimization; Stator windings; SNOPToptimization; finite element method analysis; high-voltage generator; stator insulation;
fLanguage :
English
Journal_Title :
Electrical Insulation Magazine, IEEE
Publisher :
ieee
ISSN :
0883-7554
Type :
jour
DOI :
10.1109/MEI.2013.6457601
Filename :
6457601
Link To Document :
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