Graph-based Grouping of Statistical Dependent Alarms in Automated Production Systems
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DOI: 10.1016/j.ifacol.2018.09.607
Abstract: Abstract Causal relations between sources of industrial alarms can result in alarm floods, leading to a large number of simultaneously occurring alarms. Hence, various approaches exist to detect such alarm floods in historical alarm data… read more here.
Keywords: historical alarm; alarm; graph based; alarm data ... See more keywords
A Novel Dynamic Edge-Adjusted Graph Attention Network for Fire Alarm Data Mining and Prediction
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DOI: 10.3390/math13193111
Abstract: Modern fire alarm systems are essential for public safety, yet they often fail to exploit the wealth of historical alarm data and the complex spatiotemporal dependencies inherent in urban environments. Graph Neural Networks (GNNs) are… read more here.
Keywords: fire alarm; edge; alarm; prediction ... See more keywords