Vibration prediction and analysis of strip rolling mill based on XGBoost and Bayesian optimization

Vibration prediction and analysis of strip rolling mill based on XGBoost and Bayesian optimization

Abstract The stable operation of strip rolling mill is the key factor to ensure the stability of product quality. The design capability of existing domestic imported and self-developed strip rolling mills cannot be fully developed, and the frequent occurrence of mill vibration and operation instabil...

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Bibliographic Details
Main Authors: Yang Zhang, Ranmeng Lin, Huan Zhang, Yan Peng
Format: Article
Language:English
Published: Springer 2022-06-01
Series:Complex & Intelligent Systems
Subjects:
Strip rolling mill
Vibration prediction
eXtreme gradient boosting
Bayesian optimization
SHapley additive exPlanations
Online Access:https://doi.org/10.1007/s40747-022-00795-6

Internet

https://doi.org/10.1007/s40747-022-00795-6

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