Optimal Rotor Structure Design of Interior Permanent Magnet Synchronous Machine based on Efficient Genetic Algorithm Using Kriging Model

Title
Optimal Rotor Structure Design of Interior Permanent Magnet Synchronous Machine based on Efficient Genetic Algorithm Using Kriging Model
Author(s)
우동균김일우[김일우]정현교[정현교]
Keywords
OPTIMIZATION
Issue Date
201207
Publisher
KOREAN INST ELECTR ENG
Citation
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, v.7, no.4, pp.530 - 537
Abstract
In the recent past, genetic algorithm (GA) and evolutionary optimization scheme have become increasingly popular for the design of electromagnetic (EM) devices. However, the conventional GA suffers from computational drawback and parameter dependency when applied to a computationally expensive problem, such as practical EM optimization design. To overcome these issues, a hybrid optimization scheme using GA in conjunction with Kriging is proposed. The algorithm is validated by using two mathematical problems and by optimizing rotor structure of interior permanent magnet synchronous machine.
URI
http://hdl.handle.net/YU.REPOSITORY/27637http://dx.doi.org/10.5370/JEET.2012.7.4.530
ISSN
1975-0102
Appears in Collections:
공과대학 > 전기공학과 > Articles
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