Research on lithology identification method based on mechanical specific energy principle and machine learning theory

作者：

Highlights：

• Applying MSE to the field of lithology discrimination.

• Designing a lithology recognition model based on SA optimized SVM algorithm.

• Forming a set of lithology recognition methods based on machine learning.

• Establishing a lithology intelligent recognition model.

摘要

•Applying MSE to the field of lithology discrimination.•Designing a lithology recognition model based on SA optimized SVM algorithm.•Forming a set of lithology recognition methods based on machine learning.•Establishing a lithology intelligent recognition model.

论文关键词：Lithology recognition,Mechanical specific energy,Machine learning

论文评审过程：Received 23 March 2021, Revised 19 August 2021, Accepted 20 October 2021, Available online 29 October 2021, Version of Record 3 November 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.116142