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Fault detection method using context-based approach

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

The paper describes the context based and model-free fault detection method. The main purpose of the research is to present that there is the possibility of development of diagnostic schemes using ensemble learning and context based approach to obtain the high efficiency of the fault detection system. The achieved results confirmthe effectiveness of the proposed approach and also show its limitations.

Original languageEnglish
Title of host publicationAdvanced and Intelligent Computations in Diagnosis and Control
EditorsZdzisław Kowalczuk
PublisherSpringer Verlag
Pages383-395
Number of pages13
ISBN (Print)9783319231792
DOIs
Publication statusPublished - 2016
Event12th International Conference on Diagnostics of Processes and Systems, DPS 2015 - Ustka, Poland
Duration: 6 Sept 20159 Sept 2015

Publication series

NameAdvances in Intelligent Systems and Computing
Volume386
ISSN (Print)2194-5357

Conference

Conference12th International Conference on Diagnostics of Processes and Systems, DPS 2015
Country/TerritoryPoland
CityUstka
Period6/09/159/09/15

Keywords

  • Context based approach
  • Fault detection

ASJC Scopus subject areas

  • Control and Systems Engineering
  • General Computer Science

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