Fault diagnosis expert system for electric power system of large-scale UAVs

Research output: Contribution to journalArticlepeer-review

Abstract

A fault diagnosis expert system of onboard power system and typical power distribution structure was designed for large-scale unmanned aerial vehicles (UAV), based on the test platform built with PXI bus and virtual instrument technology. By means of failure mode analysis and fault tree design, it is able to infer the cause of malfunction, locate fault location and propose solutions. In the system, a forward reasoning expert knowledge base on rule is built, in which a certainty factor was introduced to solve the non-exactinference in complex systems. Experiments of a UAV power supply system show that the proposed system can effectively improve the degree of intelligence of the test platform and meet the requirements of maintainability and supportability in the airborne system.

Original languageEnglish
Pages (from-to)1026-1030
Number of pages5
JournalBeijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics
Volume39
Issue number8
StatePublished - Aug 2013

Keywords

  • Electric power system
  • Expert system
  • Fault diagnosis
  • Unmanned aerial vehicles (UAV)

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