Artificial Intelligence Aided Automated Design for Reliability of Power Electronic Systems

@article{Dragievi2019ArtificialIA,
  title={Artificial Intelligence Aided Automated Design for Reliability of Power Electronic Systems},
  author={Tomislav Dragi{\vc}evi{\'c} and Patrick William Wheeler and Frede Blaabjerg},
  journal={IEEE Transactions on Power Electronics},
  year={2019},
  volume={34},
  pages={7161-7171}
}
This paper proposes a new methodology for automated design of power electronic systems realized through the use of artificial intelligence. Existing approaches do not consider the system's reliability as a performance metric or are limited to reliability evaluation for a certain fixed set of design parameters. The method proposed in this paper establishes a functional relationship between design parameters and reliability metrics, and uses them as the basis for optimal design. The first step in… Expand
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