基于逻辑回归的轧辊轴性能下降预测方法研究

Zhou Na, He Yunxuan, Deng Yaohual
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引用次数: 0

摘要

本文以柔性材料R2R加工设备为研究对象,针对实际加工过程中轧辊轴性能退化问题,提出了一种基于逻辑回归的轧辊轴性能退化预测方法,并通过建立的模型对轧辊轴性能状态进行评价。实验结果表明,加工轧辊轴在正常运行时的均方根值不大于0.1,当轧辊轴的性能指标值低于0.8时,表明轧辊轴损坏,需要及时维修。
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Research on prediction method of roll shaft performance decline based on logical regression
This paper takes flexible material R2R processing equipment as the research object, aiming at the problem of roll shaft performance degradation during the actual processing, proposes a roll shaft performance degradation prediction method based on logical regression, and evaluates the roll shaft performance status through the established model. The experimental results show that the root mean square value of the processing roll shaft is not more than 0.1 when it is in normal operation, and when the performance index value of the roll shaft is below 0.8, it indicates that the roll shaft is damaged and needs to be maintained in time.
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