Automated recognition model of geomechanical information based on operational data of tunneling boring machines
When a tunnel boring machine (TBM) is applied to the tunnel constructed in the mixed-face
ground, the ground conditions ahead of tunnel face have a key impact on the operation …
ground, the ground conditions ahead of tunnel face have a key impact on the operation …
A new auto-tuning model for predicting the rock fragmentation: a cat swarm optimization algorithm
The main focus of the present work is to offer an auto-tuning model, called cat swarm
optimization (CSO), to predict rock fragmentation. This population-based method has a …
optimization (CSO), to predict rock fragmentation. This population-based method has a …
[HTML][HTML] Blast-induced ground vibration prediction in granite quarries: An application of gene expression programming, ANFIS, and sine cosine algorithm optimized …
Blasting of rocks has intrinsic environmental impacts such as ground vibration, which can
interfere with the safety of lives and property. Hence, accurate prediction of the …
interfere with the safety of lives and property. Hence, accurate prediction of the …
A chaos recurrent ANFIS optimized by PSO to predict ground vibration generated in rock blasting
W Zhu, HN Rad, M Hasanipanah - Applied Soft Computing, 2021 - Elsevier
The use of explosives is a common and economical method to fragment and/or displace
hard rocks in tunnels and surface and underground mines. Ground vibration, as a side …
hard rocks in tunnels and surface and underground mines. Ground vibration, as a side …
Combined forecasting model with CEEMD-LCSS reconstruction and the ABC-SVR method for landslide displacement prediction
Abstract In the Three Gorges Reservoir area (TGRA), landslides typically exhibit slow-
moving characteristic deformations in response to seasonal changes in precipitation and …
moving characteristic deformations in response to seasonal changes in precipitation and …
A novel systematic and evolved approach based on XGBoost-firefly algorithm to predict Young's modulus and unconfined compressive strength of rock
To design the tunnel excavations, the most important parameters are the engineering
properties of rock, eg, Young's modulus (E) and unconfined compressive strength (UCS) …
properties of rock, eg, Young's modulus (E) and unconfined compressive strength (UCS) …
A new design of evolutionary hybrid optimization of SVR model in predicting the blast-induced ground vibration
W Chen, M Hasanipanah, H Nikafshan Rad… - Engineering with …, 2021 - Springer
This study aims to identify the suitability of hybridizing the firefly algorithm (FA), genetic
algorithm (GA), and particle swarm optimization (PSO) with two well-known data-driven …
algorithm (GA), and particle swarm optimization (PSO) with two well-known data-driven …
Development of a new stacking model to evaluate the strength parameters of concrete samples in laboratory
J Huang, M Zhou, J Zhang, J Ren, NI Vatin… - Iranian journal of …, 2022 - Springer
In this research, a new idea was implemented to combine different models of artificial
intelligence (AI) for evaluating the strength parameters of concrete samples in laboratory. To …
intelligence (AI) for evaluating the strength parameters of concrete samples in laboratory. To …
Evolving support vector regression using Grey Wolf optimization; forecasting the geomechanical properties of rock
C Xu, M Nait Amar, MA Ghriga, H Ouaer… - Engineering with …, 2022 - Springer
The geomechanical properties of rock, including shear strength (SS) and uniaxial
compressive strength (UCS), are very important parameters in designing rock structures. To …
compressive strength (UCS), are very important parameters in designing rock structures. To …
Improved estimation of coalbed methane content using the revised estimate of depth and CatBoost algorithm: A case study from southern Sichuan Basin, China
The coalbed methane blocks are always structurally and topographically complex, and there
are no models to accurately predict the coalbed methane content in the southern Sichuan …
are no models to accurately predict the coalbed methane content in the southern Sichuan …