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• W4308042003 abstract "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 process disturbances that notify operators of abnormal conditions. Integration of alarm systems with advanced computerized monitoring systems has facilitated the alarm configuration in large-scale plants. Thus, fault propagation leads to many alarm annunciations in control rooms, which could distract operators from root causes of abnormal situations and create safety concerns. As a result, alarm root cause analysis has become an increasingly important topic of research investigated by many researchers. This paper presents an overview of alarm root cause analysis methods in process industries to serve as a guideline for researchers. It gives a tutorial review including the theoretical concepts of some widely used strategies along with a literature review of the existing methodologies by focusing on the state-of-the-art data-based approaches. • In many modern large-scale processes, there are numerous interconnections that result in fault propagation. • Fault propagation leads to many alarm annunciations in control rooms, which could distract operators from root causes of abnormal situations and create safety concerns. • Alarm root cause analysis has become an increasingly important topic of research investigated by many researchers. • This paper provides a review of alarm root cause analysis methods giving guidelines and some suggestions to interested researchers." @default.
• W4308042003 created "2022-11-07" @default.
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• W4308042003 date "2022-12-01" @default.
• W4308042003 modified "2023-10-12" @default.
• W4308042003 title "A review of alarm root cause analysis in process industries: Common methods, recent research status and challenges" @default.
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• W4308042003 doi "https://doi.org/10.1016/j.cherd.2022.10.041" @default.
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