A Distributed Framework for Knowledge-Driven Root-Cause Analysis on Evolving Alarm Data-An Industrial Case Study

Root-cause Analysis (RCA) of alarms is a well-established research area in automated Production Systems (aPS). Many RCA algorithms have been proposed and successfully evaluated and new ones are being developed. Recently, researchers focus on the incorporation of formalized information about the tech...

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Veröffentlicht in:	IEEE robotics and automation letters Jg. 8; H. 6; S. 3732 - 3739
Hauptverfasser:	Wilch, Jan, Vogel-Heuser, Birgit, Mager, Jens, Cendelin, Rostislav, Fett, Thomas, Hsieh, Yu-Ming, Cheng, Fan-Tien
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.06.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Alarms Algorithms Big Data in robotics and automation Case studies Cloud computing Computer architecture Industrial applications Manuals Manufacturing Preprocessing Process control Production systems Reliability Root cause analysis Software architecture for robotic and automation
ISSN:	2377-3766, 2377-3766
Online-Zugang:	Volltext
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