Machine learning-based prediction method for open-pit mining truck speed distribution in manned operation

Machine learning-based prediction method for open-pit mining truck speed distribution in manned operation

The purpose is to develop and apply a machine learning-based approach for the prediction and scheduling optimization of open-pit mining truck speeds. Open-pit mining is a significant method for coal mining, making it crucial to enhance the transportation efficiency of mining trucks. Using machine le...

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Bibliographic Details
Main Authors: Changyou XU, Gang CHEN, Qiuxia ZHANG, Bo WANG, Hongwang ZHANG, Hongrui LI, Weiwei QIN, Muyang LI
Format: Article
Language:zho
Published: Editorial Department of Coal Science and Technology 2025-06-01
Series:Meitan kexue jishu
Subjects:
machine learning
open-pit mining
random forest
speed prediction
scheduling optimization
Online Access:http://www.mtkxjs.com.cn/article/doi/10.12438/cst.2023-1490
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http://www.mtkxjs.com.cn/article/doi/10.12438/cst.2023-1490

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