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Data-driven Methods for Fault Localization in Process Technology

Language EnglishEnglish
Book Paperback
Book Data-driven Methods for Fault Localization in Process Technology Christian Kühnert
Libristo code: 06989042
Publishers Karlsruher Institut Fur Technologie, May 2014
Control systems at production plants consist of a large number of process variables. When detecting... Full description
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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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About the book

Full name Data-driven Methods for Fault Localization in Process Technology
Author Christian Kühnert
Language English
Binding Book - Paperback
Date of issue 2014
Number of pages 226
EAN 9783731500988
Libristo code 06989042
Publishers Karlsruher Institut Fur Technologie
Weight 277
Dimensions 148 x 210 x 12

Categories

Mathematics & Science > Mathematics > Probability & statistics
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