• Patent Title: Monitoring device, method and computer-readable recording medium for controlling monitoring device
  • Application No.: US15751882
    Application Date: 2016-12-06
  • Publication No.: US10678887B2
    Publication Date: 2020-06-09
  • Inventor: Hiroshi Tasaki
  • Applicant: OMRON Corporation
  • Applicant Address: JP Kyoto
  • Assignee: OMRON Corporation
  • Current Assignee: OMRON Corporation
  • Current Assignee Address: JP Kyoto
  • Agency: JCIPRNET
  • Priority: com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@5b5d2f3
  • International Application: PCT/JP2016/086203 WO 20161206
  • International Announcement: WO2017/138238 WO 20170817
  • Main IPC: G06F17/18
  • IPC: G06F17/18 G05B23/02 G05B19/418
Monitoring device, method and computer-readable recording medium for controlling monitoring device
Abstract:
A state change detection unit obtains the data occurrence probability based on the values of observation data and the value of a parameter of a prior distribution, obtains, based on the data generation probability, a run length probability distribution when the time-series observation data acquired up to the current time point is used as a condition, and detects a change in the state of a facility based on the run length probability distribution. An update unit updates the value of the parameter of the prior distribution using the value of the observation data, to generate the prior distribution for calculating the data occurrence probability at a next time point. In cases when the current time point is determined to be a change point in the state of the facility, the state change detection unit also searches for a change indication point based on the run length probability distribution.
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