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Implementation of an Integrated Machine Condition Monitoring Algorithm Based on an Expert System

전문가시스템을 기반으로 한 통합기계상태진단 알고리즘의 구현(I)

  • 장래혁 (한국과학기술연구원 트라이볼로지연구센터) ;
  • 윤의성 (한국과학기술연구원 트라이볼로지연구센터) ;
  • 공호성 (한국과학기술연구원 트라이볼로지연구센터) ;
  • 최동훈 (한양대학교 기계공학부)
  • Published : 2002.04.01

Abstract

Abstract - An integrated condition monitoring algorithm based on an expert system was implemented in this work in order to monitor effectively the machine conditions. The knowledge base was consisted of numeric data which meant the posterior probability of each measurement parameter for the representative machine failures. Also the inference engine was constructed as a series of statistical process, where the probable machine fault was inferred by a mapping technology of pattern recognition. The proposed algorithm was, through the user interface, applied for an air compressor system where the temperature, vibration and wear properties were measured simultaneously. The result of the case study was found fairly satisfactory in the diagnosis of the machine condition since the predicted result was well correlated to the machine fault occurred.

Keywords

References

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