COSMA-RF: New intelligent model based on chaos optimized slime mould algorithm and random forest for estimating the peak cutting force of conical picks

J Zhou, Y Dai, K Du, M Khandelwal, C Li… - Transportation Geotechnics, 2022 - Elsevier
Since conical pick cutting is a complex process of multi-factor coupling effects, theoretical
model construction for cutting force prediction is a quite difficult task. In this paper, various …

Proposing several hybrid SSA—Machine learning techniques for estimating rock cuttability by conical pick with relieved cutting modes

J Zhou, Y Dai, S Huang, DJ Armaghani, Y Qiu - Acta Geotechnica, 2023 - Springer
During excavation of roadheader, specific energy (SE) is a key component of rock cuttability
evaluation and cutting head design. Previous studies have shown that the specific energy is …

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

J Zhou, Y Dai, M Tao, M Khandelwal, M Zhao, Q Li - Results in Engineering, 2023 - Elsevier
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 …

Intelligent evaluation of mean cutting force of conical pick by boosting trees and Bayesian optimization

Z Liu, Y Liu, J Sun, J Yang, B Yang, D Li - Journal of Central South …, 2024 - Springer
Conical picks are important tools for rock mechanical excavation. Mean cutting force (MCF)
of conical pick determines the suitability of the target rock for mechanical excavation …

[PDF][PDF] Transportation Geotechnics

M Zhou, Y Shan, Z Wu, W Zhao, L Yang, Y Lin - researchgate.net
The excessive displacement of an existing high-speed railway foundation due to the
adjacent construction of a railway composite foundation significantly threatens the railway …

[引用][C] Kömür Ocaklarında Kullanılan Kollu Galeri Açma Makineleri Performansının Dolaylı Deneylerden Tahmin Edilmesi

M Rostami Ghabankandi - 2019 - Fen Bilimleri Enstitüsü