Chisel bits cutting force estimation using XGBoost and different optimization algorithms

The design and selection of tools for mechanized excavations is a crucial topic in the field of tunneling. Chisel bits are commonly used tools for soft ground, with the required cutting force being a vital factor in tool design. However, current methods either lack accuracy or fail to consider all n...

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Veröffentlicht in:	Computers and geotechnics Jg. 172; S. 106465
Hauptverfasser:	Rouhani, Mohammad Matin, Farrokh, Ebrahim
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.08.2024
Schlagworte:	Bayesian algorithm Chisel bit Cutting force Grid search XGBoost Grid search Chisel bit Bayesian algorithm XGBoost Cutting force
ISSN:	0266-352X, 1873-7633
Online-Zugang:	Volltext
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