Continuous improvement and adaptation of predictive models in smart manufacturing and model management

Abstract Predictive models are increasingly deployed within smart manufacturing for the control of industrial plants. With this arises, the need for long‐term monitoring of model performance and adaptation of models if surrounding conditions change and the desired prediction accuracy is no longer me...

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Bibliographic Details
Main Authors: Florian Bachinger, Gabriel Kronberger, Michael Affenzeller
Format: Article
Language:English
Published: Wiley 2021-03-01
Series:IET Collaborative Intelligent Manufacturing
Subjects:
Online Access:https://doi.org/10.1049/cim2.12009