Predictive maintenance of wind turbines based on digital twin technology

Predictive maintenance of wind turbines plays a crucial part in directing power grid dispatching and maintaining power grid security. In this paper, a way of ultra-short term wind power prediction relied on digital twin technology is proposed, which realizes actual time and accurate wind power predi...

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Bibliographic Details

Published in:	Energy Reports
Main Authors:	Shu Liu, Siwei Ren, Hongliang Jiang
Format:	Article
Language:	English
Published:	Elsevier 2023-10-01
Subjects:	Predictive maintenance BP neural network Digital twin Prediction accuracy
Online Access:	http://www.sciencedirect.com/science/article/pii/S2352484723007989