Hierarchical Frequent Sequence Mining Algorithm for the Analysis of Alarm Cascades in Chemical Processes

Faults and malfunctions on complex chemical production systems generate alarm cascades that hinder the work of the operators and make fault diagnosis a complex and challenging task. The core concept of our work is the incorporation of the hierarchical structure of the technology in a multi-temporal...

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Bibliographic Details
Main Authors: Gyula Dorgo, Kristof Varga, Janos Abonyi
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8453788/