Experimental analysis of the performance of the fault diagnosis system based on the signed directed graph

Yoshifumi Tsuge, Takamasa Miura, Kazuhiro Takeda

Research output: Contribution to journalArticle

Abstract

Performance of fault diagnosis system based on signed directed graph (SDG) is experimentally analyzed. The performance of the system can be evaluated in terms of reliability, accuracy and speed, which are greatly influenced by the thresholds to be used for distinguishing abnormal from normal measurements. To search an optimal adjustment of thresholds is formulated as the maximization of a performance index which is the similarity to the ideal diagnostic result. Finally, we present a guideline on the determination of the thresholds in the application of fault diagnosis system based on SDG to practical chemical plants.

Original languageEnglish
Pages (from-to)119-133
Number of pages15
JournalMemoirs of the Faculty of Engineering, Kyushu University
Volume64
Issue number2
Publication statusPublished - Jun 1 2004
Externally publishedYes

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All Science Journal Classification (ASJC) codes

  • Energy(all)
  • Atmospheric Science
  • Earth and Planetary Sciences(all)
  • Management of Technology and Innovation

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