Object Oriented Bayesian Networks for Industrial Process Operation
- We present an application, where extensions of existing methods for decision-theoretic troubleshooting are used for industrial process operation and asset management. The extension includes expected average cost of asset management actions, prediction of signals' level-trend development, risk assessment for disturbance analysis and predictive maintenance on demand.
Author: | Galia WeidlORCiD, Anders L. Madsen, Erik Dahlquist |
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URL: | https://www.researchgate.net/publication/2942492_Object_Oriented_Bayesian_Networks_for_Industrial_Process_Operation#fullTextFileContent |
Parent Title (German): | Proceedings of the first Bayesian Application Modeling Workshop at the 19th Conference in Uncertainty in Artificial Intelligence, 2003 |
Document Type: | Conference Proceeding |
Language: | English |
Year of Completion: | 2003 |
Release Date: | 2023/12/07 |
Tag: | Bayesian Networks; OOBN |
GND Keyword: | Prozesssteuerung |
Urheberrecht: | 1 |
Institutes: | Einrichtungen / Kompetenzzentrum Künstliche Intelligenz |
research focus : | Intelligent Systems / Artifical Intelligence and Data Science |
Licence (German): | ![]() |