Sequence Compression and Alignment-Based Process Alarm Prediction
Author:
Affiliation:
1. ELKH-PE Complex Systems Monitoring Research Group, Department of Process Engineering, University of Pannonia, Egyetem u. 10, Veszprém H-8200, Hungary
2. Borealis AG, A-1020 Vienna, Austria
Funder
Nemzeti Kutatási Fejlesztési és Innovációs Hivatal
Publisher
American Chemical Society (ACS)
Subject
Industrial and Manufacturing Engineering,General Chemical Engineering,General Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.iecr.3c00935
Reference34 articles.
1. Understanding the importance of process alarms based on the analysis of deep recurrent neural networks trained for fault isolation
2. Sequence Mining Based Alarm Suppression
3. Process Discovery of Operator Actions in Response to Univariate Alarms**This work was supported by the Natural Sciences and Engineering Research Council of Canada via the CRD program.
4. Design and Analysis of Improved Alarm Delay-Timers
5. On expected detection delays for alarm systems with deadbands and delay-timers
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