Research on scraper conveyor load prediction method based on wavelet transform and BP neural network

Abstract Scraper conveyor load prediction is crucial to realize the cooperative speed regulation of coal mining machine and scraper conveyor. In the synthesized mining face, due to the uncertainty of the coal fall, the load of the scraper conveyor fluctuates due to the change of the coal load, which...

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Bibliographic Details
Main Authors: Dan Zhang, Jiafeng Qin, Weidong Wu, Yongtao Zhu, Weijie Guo
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-00333-7
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