Analytical, Numerical and Big-Data-Based Methods in Deep Rock Mechanics

With the increasing requirements for energy, resources, and space, numerous rock engineering projects (e.g., mining, tunnelling, underground storage, and geothermal and petroleum engineering) are more often being constructed and operated in large-scale, deep underground, and complex geology environm...

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Andere auteurs:	Wang, Shaofeng (Redacteur), Cai, Xin (Redacteur), Zhou, Jian (Redacteur), Song, Zhengyang (Redacteur), Li, Xiaofeng (Redacteur)
Formaat:	Elektronisch Hoofdstuk
Taal:	Engels
Gepubliceerd in:	Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
Onderwerpen:	Technology: general issues History of engineering & technology complex variable method conformal mapping triangle interpolation stress analytical solution DEM numerical simulation laterally loaded pile p-y curve soil-pile interface Drucker-Prager model mine slope stability classification of rock mass extremum entropy variable weight theory matter-element extension grade variable polymer diffusion model crack expansion ratio grouting amount rockburst classification data-driven approach random forest beetle antennae search algorithm high concrete face rockfill dam geosynthetic-reinforced soil structures generalized probability density evolution method seismic performance reliability analysis numerical methods deep rock mechanics rock damage judgment criteria SPH blind shaft cutting blasting coal deterioration characteristics chemical-stress coupling factor damage constitutive model rock burst t-SNE unsupervised learning supervised learning XGBoost true triaxial compression test acoustic emission b value rock drillability DPM parameters regression analysis RF GA-SVM UCS prediction model fractured rock mass uranium-containing solution multifield coupling reactive transport rough-walled fracture lithology concrete part mechanical and damage behaviors rockburst prediction deep forest bayesian optimization ensemble model zonal disintegration jointed rock mass stress redistribution strength reduction numerical simulation genetic algorithm BP neural network smooth wall blasting parameter optimization deep mining mining disturbance stress evolution brittle-ductile transition backfilled stopes fractured aquifer Bingham slurry grout diffusion model slurry diffusion distance grouting effect submarine slides submarine pipelines copula function reliability slide-pipeline interaction strain rate temperature effect mechanical properties energy dissipation features failure modes fault water inrush mechanical behavior mining advancing direction mind evolutionary algorithm MEA-BP model rock mechanical parameters orthogonal test method heat-concentrated source optimization of heat source location temperature gradient closed-form solution temperature difference n/a
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