Estimating the mean cutting force of conical picks using random forest with salp swarm algorithm

Estimating the mean cutting force of conical picks using random forest with salp swarm algorithm

Conical picks are widely used as cutting tools in shearers and roadheaders, and the mean cutting force (MCF) is one of the important parameters affecting conical pick performance. As MCF depends on a number of parameters and due to that the existing empirical and theoretical formulas and numerical m...

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Bibliographic Details
Main Authors: Jian Zhou, Yong Dai, Ming Tao, Manoj Khandelwal, Mingsheng Zhao, Qiyue Li
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:Results in Engineering
Subjects:
Rock cutting
Mean cutting force
Conical pick
Machine learning
Salp swarm algorithm
Random forest
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123023000191

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