User: Guest  Login
Document type:
Konferenzbeitrag 
Author(s):
Weiß, Iris; Kinghorst, Jakob; Kröger, Thomas; Vogel-Heuser, Birgit 
Title:
Alarm Flood Analysis by Hierarchical Clustering of the Probabilistic Dependency between Alarms 
Abstract:
Pattern detection in alarm data aroused great interest in research activities in recent years. Reducing alarm floods, which arise of causal dependencies of equipment and their alarms in automated production systems, is aimed to decrease alarm rates and aggregate information to valuable notifications for the operator. However, common alarm flood analysis often lacks robustness against random occurring alarms or interfering alarm patterns, which disturb the known structu...    »
 
Book / Congress title:
16th IEEE International Conference on Industrial Informatics (INDIN) 
Publisher address:
Porto, Portugal 
Year:
2018 
Pages:
CC license:
by, http://creativecommons.org/licenses/by/4.0