Reliability Evaluation in Microgrids with Non-exponential Failure Rates of Power Units

Saeed Peyghami, Mahmoud Fotuhi-Firuzabad, Frede Blaabjerg

Research output: Contribution to journalJournal articleResearchpeer-review

19 Citations (Scopus)
126 Downloads (Pure)

Abstract

This article explores the impacts of non-exponentially distributed failures on reliability of microgrids. Failure rate of some components such as power electronic converters is not constant, while they play a major role in microgrids. Consequently, their failure characteristics will affect the microgrid reliability. Hence, the conventional reliability evaluation approaches based on mean time to failure may introduce inaccurate inputs for decision making in planning and operation of microgrids. In this article, different approaches are employed for evaluating the reliability of microgrids with non-constant failure rates. The obtained results indicate that the system reliability remarkably depends on the failure characteristics and considering mean or steady-state probabilities instead of failure statistics may introduce erroneous reliability prediction results. Numerical case studies are provided to illustrate the impacts of failure characteristics on the availability of single power units as well as the reliability of microgrids.

Original languageEnglish
Article number8892731
JournalI E E E Systems Journal
Volume14
Issue number2
Pages (from-to)2861-2872
Number of pages12
ISSN1932-8184
DOIs
Publication statusPublished - Jun 2020

Keywords

  • Reliability
  • Microgrid
  • Failure rate
  • Wear-out failure
  • Constant failure rate
  • Availability
  • Markov process
  • Semi-markov process
  • Method of device of stages
  • LOLE
  • wear-out
  • exponential failure rate
  • reliability
  • bathtub-shaped failure rate
  • availability
  • Adequacy
  • microgrid
  • risk
  • non-exponential failure rate

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