A review of alarm root cause analysis in process industries: Common methods, recent research status and challenges

HS Alinezhad, MH Roohi, T Chen - Chemical Engineering Research and …, 2022 - Elsevier
In modern industrial plants with a variety of interconnected devices and control loops, a fault
may propagate through the information and material flow pathways. Alarms are indicators of …

Memory shapelet learning for early classification of streaming time series

X Wan, L Cen, X Chen, Y ** and visualization of correlated alarms using time-augmented word embedding
A Davoodi, AW Al-Dabbagh - Control Engineering Practice, 2025 - Elsevier
In industrial processes, a large number of alarms displayed on human–machine interface
screens may overwhelm human operators. This prevents them from taking appropriate …