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Data-driven Methods for Fault Localization in Process Technology

Name: Data-driven Methods for Fault Localization in Process Technology
Brand: Karlsruher Institut Fur Technologie
SKU: 06989042
Price: 15973 HUF
Availability: InStock
Author: Christian Kühnert
ISBN: 9783731500988

Christian Kühnert

Language

English

Book Paperback

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

Libristo code: 06989042

106 b

15 973 Ft

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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.