Journal of Electrical Engineering and Technology

The Korean Institute of Electrical Engineers (대한전기학회)
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Optimal Rotor Structure Design of Interior Permanent Magnet Synchronous Machine based on Efficient Genetic Algorithm Using Kriging Model

  • Woo, Dong-Kyun (Dept. of Electrical Engineering, Seoul National University) ;
  • Kim, Il-Woo (Dept. of Electrical Engineering, Seoul National University) ;
  • Jung, Hyun-Kyo (Dept. of Electrical Engineering, Seoul National University)
  • Received : 2011.04.14
  • Accepted : 2012.02.06
  • Published : 2012.07.01
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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.

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References

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