A one-class support vector machine for detecting valve stiction

In industrial processes, control valve stiction is known to be one of the primary causes for poor control loop performance. Stiction introduces oscillatory behaviour in the process, leading to increased energy consumption, variations in product quality, shortened equipment lifespan and a reduction i...

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Bibliographic Details
Main Authors: Harrison O’Neill, Yousaf Khalid, Graham Spink, Patrick Thorpe
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Digital Chemical Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772508123000340