Optimal Design of a Diagnosis System for Faulty Sensors

Kohshi Kawabata, Shigeyuki Tateno, Yoshifumi Tsuge, Hisayoshi Matsuyama, Kohshi Kawabata

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

A problem of optimal design of a diagnosis system for faulty sensors is formulated as a problem of minimizing the cost required to construct the allocation of sensors which realizes the required upper limit of probability of false-alarm, lower limit of systematic error and upper limit of probability of mis-alarm for the given set of sensors to be diagnosed. A concept of critical detectability is introduced corresponding to the degree of freedom of the sensor system and a method is presented to solve this problem by use of this concept and the branch-and-bound algorithm.

Original languageEnglish
Pages (from-to)1084-1092
Number of pages9
JournalKagaku Kogaku Ronbunshu
Volume22
Issue number5
DOIs
Publication statusPublished - 1996 Jan 1
Externally publishedYes

Keywords

  • Chi-Square Test
  • Design Problem
  • Fault Diagnosis
  • Faulty Sensor

ASJC Scopus subject areas

  • Chemistry(all)
  • Chemical Engineering(all)

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