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Data-driven Methods for Fault Localization in Process Technology by Christian Kühnert

Data-driven Methods for Fault Localization in Process Technology

by Christian Kühnert
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Book cover type: Paperback
  • ISBN13: 9783731500988
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Karlsruher Institut Fur Technologie
  • Publisher Imprint: Karlsruher Institut Fur Technologie
  • Publication Date:
  • Pages: 226
  • Original Price: GBP 41.0
  • Language: English
  • Edition: N/A
  • Item Weight: 277 grams
  • BISAC Subject(s): Manufacturing and Probability & Statistics / General

Control systems at production plants consist of a large number of process variables. When detecting abnormal behavior, these variables generate an alarm. Due to the interconnection of the plant's devices the fault can lead to an alarm flood. This again hides the original location of the causing device. In this work several data-driven approaches for root cause localization are proposed, compared and combined. All methods analyze disturbed process data for backtracking the propagation path.

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