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Document type:
Kinghorst, Jakob; Bloch, Henry; Fay, Alexander; Vogel-Heuser, Birgit 
Integration of Additional Information Sources for Improved Alarm Flood Detection 
The aim of alarm flood detection is identifying similar, frequently occurring sequences of alarm messages in historical alarm data and use the results for root cause analysis or alarm flood reduction. Various promising approaches for alarm data of automated production systems exist. However, due to the high amount of alarm messages transmitted by industrial alarm systems, floods are often interrupted by alarms stemming from different root causes, leading to non-relevant or invalid results of pur...    »
Book / Congress title:
21st IEEE International Conference on Intelligent Engineering Systems 2017 (INES) 
Covered by:
Scopus; Web of Science