DOMAIN ADAPTATION FOR ONE-CLASS CLASSIFICATION: MONITORING THE HEALTH OF CRITICAL SYSTEMS UNDER LIMITED INFORMATION

The failure of a complex and safety critical industrial asset can have extremely high consequences. Close monitoring for early detection of abnormal system conditions is therefore required. Data-driven solutions to this problem have been limited for two reasons: First, safety critical assets are des...

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Bibliographic Details
Main Authors: Gabriel Michau, Olga Fink
Format: Article
Language:English
Published: The Prognostics and Health Management Society 2019-12-01
Series:International Journal of Prognostics and Health Management
Subjects: