DOI QR코드

DOI QR Code

Reliability-Based Design Optimization of a Superconducting Magnetic Energy Storage System (SMES) Utilizing Reliability Index Approach

  • Jeung, Gi-Woo (Department of Electrical Engineering, Kyungpook University) ;
  • Kim, Dong-Wook (Department of Electrical Engineering, Kyungpook University) ;
  • Sung, Young-Hwa (Korea Institute of Science and Technology Information) ;
  • Kim, Heung-Geun (Department of Electrical Engineering, Kyungpook University) ;
  • Kim, Dong-Hun (Department of Electrical Engineering, Kyungpook University)
  • 투고 : 2011.11.12
  • 심사 : 2012.03.19
  • 발행 : 2012.03.31

초록

A reliability-based optimization method for electromagnetic design is presented to take uncertainties of design parameters into account. The method can provide an optimal design satisfying a specified confidence level in the presence of uncertain parameters. To achieve the goal, the reliability index approach based on the firstorder reliability method is adopted to deal with probabilistic constraint functions and a double-loop optimization algorithm is implemented to obtain an optimum. The proposed method is applied to the TEAM Workshop Problem 22 and its accuracy and efficiency is verified with reference of Monte Carlo simulation results.

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참고문헌

  1. F. Guimaraes, D. Lowther, and J. Ramirez, IEEE Trans. Magn. 42, 1207 (2006). https://doi.org/10.1109/TMAG.2006.871573
  2. N. Kim, D. Kim, H. Kim, D. Lowther, and J. Sykulski, IEEE Trans. Magn. 46, 3117 (2010). https://doi.org/10.1109/TMAG.2010.2043719
  3. X. Liu, S. Wang, J. Qiu, J. Zhu, Y. Guo, and Z. Lin, IEEE Trans. Magn. 44, 978 (2008). https://doi.org/10.1109/TMAG.2007.916279
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  5. A. Haldar and S. Mahadevan, Probability, Reliability, and Statistical Methods in Engineering Design, John Wiley & Sons, New York (2000).
  6. Y. H. Sung, D.-W. Kim, and D.-H. Kim, IEEE Trans. Magn. 47, 4623 (2011). https://doi.org/10.1109/TMAG.2011.2157516
  7. http://www.compumag.org/jsite/team.html.

피인용 문헌

  1. New Reliability-Based Robust Design Optimization Algorithms for Electromagnetic Devices Utilizing Worst Case Scenario Approximation vol.49, pp.5, 2013, https://doi.org/10.1109/TMAG.2013.2238906
  2. Optimization of a SMES Magnet in the Presence of Uncertainty Utilizing Sampling-based Reliability Analysis vol.19, pp.1, 2014, https://doi.org/10.4283/JMAG.2014.19.1.078
  3. Optimal Design of Wind Turbine Tower Model Using Reliability-Based Design Optimization vol.38, pp.5, 2014, https://doi.org/10.3795/KSME-A.2014.38.5.575
  4. Numerically Efficient Algorithm for Reliability-Based Robust Optimal Design of TEAM Problem 22 vol.50, pp.2, 2014, https://doi.org/10.1109/TMAG.2013.2285929
  5. A Single-Loop Strategy for Efficient Reliability-Based Electromagnetic Design Optimization vol.51, pp.3, 2015, https://doi.org/10.1109/TMAG.2014.2357996
  6. Hybrid reliability-based multidisciplinary design optimization with random and interval variables pp.1748-0078, 2018, https://doi.org/10.1177/1748006X17736639