Risk Assessment of a Wind Turbine: A New FMECA-Based Tool With RPN Threshold Estimation: A New FMECA-Based tool with RPN threshold estimation

Marcantonio Catelani, Lorenzo Ciani, Diego Galar, Gabriele Patrizi

Research output: Contribution to journalArticlepeer-review

33 Citations (Scopus)

Abstract

A wind turbine is a complex system used to convert the kinetic energy of the wind into electrical energy. During the turbine design phase, a risk assessment is mandatory to reduce the machine downtime and the Operation & Maintenance cost and to ensure service continuity. This paper proposes a procedure based on Failure Modes, Effects, and Criticality Analysis to take into account every possible criticality that could lead to a turbine shutdown. Currently, a standard procedure to be applied for evaluation of the risk priority number threshold is still not available. Trying to fill this need, this paper proposes a new approach for the Risk Priority Number (RPN) prioritization based on a statistical analysis and compares the proposed method with the only three quantitative prioritization techniques found in literature. The proposed procedure was applied to the electrical and electronic components included in a Spanish 2 MW on-shore wind turbine.
Original languageEnglish
Article number8966244
Pages (from-to)20181-20190
Number of pages10
JournalIEEE Access
Volume8
DOIs
Publication statusPublished - 2020

Keywords

  • Reliability engineering
  • Failure analysis
  • Risk analysis
  • Fault detection
  • Wind energy

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