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Data-driven Methods for Fault Localization in Process Technology

Data-driven Methods for Fault Localization in Process Technology

von Christian Kühnert
Softcover - 9783731500988
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Beschreibung

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.

Details

Verlag KIT Scientific Publishing
Ersterscheinung 24. Oktober 2013
Maße 21 cm x 14.8 cm
Gewicht 370 Gramm
Format Softcover
ISBN-13 9783731500988
Seiten 224

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