Artificial Intelligence Aided Automated Design for Reliability of Power Electronic Systems

  title={Artificial Intelligence Aided Automated Design for Reliability of Power Electronic Systems},
  author={T. Dragi{\vc}evi{\'c} and P. Wheeler and F. Blaabjerg},
  journal={IEEE Transactions on Power Electronics},
  • T. Dragičević, P. Wheeler, F. Blaabjerg
  • Published 2019
  • Engineering
  • IEEE Transactions on Power Electronics
  • 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… CONTINUE READING

    Figures and Tables from this paper.

    Surrogate Thermal Model for Power Electronic Modules using Artificial Neural Network
    An overview of artificial intelligence applications for power electronics
    Artificial Intelligence-Aided Thermal Model Considering Cross-Coupling Effects
    • 1


    Publications referenced by this paper.
    Survey on Reliability of Power Electronic Systems
    • 448
    • PDF
    Reliability-Oriented Design of Three-Phase Power Converters for Aircraft Applications
    • 54
    $LCL$ Filter Design and Performance Analysis for Grid-Interconnected Systems
    • 384
    • PDF
    PV system reliability: An operator's perspective
    • 76
    • PDF
    A Lifetime Estimation Technique for Voltage Source Inverters
    • 209
    Design and control of an LCL-filter based three-phase active rectifier
    • 1,836
    • PDF