PAPER (2025)

Discovering alarm event causality based on neural point process modeling with topology constraint for root cause analysis

Control Engineering Practice, Vol. 165, pp. 106603,

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Discovering alarm event causality based on neural point process modeling with topology constraint for root cause analysis by Xiang Zhang, Wenkai Hu, R. Bhushan Gopaluni

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Abstract

This work proposes a novel approach for discovering alarm event causality using neural point process modeling with topology constraints to enable effective root cause analysis in industrial processes.

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