Addressing Uncertainty in Online Alarm Flood Classification Using Conformal Prediction

Alarm flood management is essential for industrial process plant safety and efficiency. Online “alarm flood classification” (AFC) assigns an observed sequence of alarms to one (of many) alarm flood classes known from the past. Nevertheless, accurately differentiating between al...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Gianluca Manca, Franz C. Kunze, Alexander Fay
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Abnormal situations alarm management conformal prediction early time series classification industrial alarm floods industrial process diagnosis
Online Access:	https://ieeexplore.ieee.org/document/10745491/