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eess.SY2022★ 2 cited
Alarm-Based Root Cause Analysis in Industrial Processes Using Deep Learning
Negin Javanbakht, Amir Neshastegaran, Iman Izadi
Alarm management systems have become indispensable in modern industry. Alarms inform the operator of abnormal situations, particularly in the case of equipment failures. Due to the…
eess.SY2020★ 4 cited
Analytical Derivation and Comparison of Alarm Similarity Measures
Amir Hossein Kargaran, Amir Neshastegaran, Iman Izadi +1
An industrial process includes many devices, variables, and sub-processes that are physically or electronically interconnected. These interconnections imply some level of correlati…