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

• Other Authors: Wang, Shaofeng (Editor), Cai, Xin (Editor), Zhou, Jian (Editor), Song, Zhengyang (Editor), Li, Xiaofeng (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: 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
• Online Access: DOAB: download the publication; DOAB: description of the publication

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...