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Detection of Correlated Alarms Using Graph Embedding. (arXiv:2201.07748v1 [cs.LG])
Jan. 20, 2022, 2:10 a.m. | Hossein Khaleghy, Iman Izadi
cs.LG updates on arXiv.org arxiv.org
Industrial alarm systems have recently progressed considerably in terms of
network complexity and the number of alarms. The increase in complexity and
number of alarms presents challenges in these systems that decrease system
efficiency and cause distrust of the operator, which might result in widespread
damages. One contributing factor in alarm inefficiency is the correlated
alarms. These alarms do not contain new information and only confuse the
operator. This paper tries to present a novel method for detecting correlated
alarms …
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