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...
Furkejuvvon:
| Materiálatiipa: | Online |
|---|---|
| Giella: | eaŋgalasgiella |
| Almmustuhtton: |
MDPI - Multidisciplinary Digital Publishing Institute
2023
|
| Fáttát: | |
| Liŋkkat: | ONIX_20230202_9783036557618_22 |
| Fáddágilkorat: |
Eai fáddágilkorat, Lasit vuosttaš fáddágilkora!
|
| _version_ | 1869517552374251520 |
|---|---|
| collection | Directory of Open Access Books |
| description | 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 environments. Meanwhile, more and more unconventional rock failures and rock instabilities (e.g., rockbursts, large-scale collapses, and mine earthquakes) are occurring and severely threatening the safety of underground operations. It is well-recognized that rocks have multiscale structures from minerals, particles, fractures, fissures, joints, and stratification to faults and involve multiscale fracture processes. In the deep earth, rocks are commonly subjected to complex high-stress and strong-dynamic disturbances simultaneously. In addition, there are many multiphysics coupling processes, such as the coupled thermo-hydromechanical interaction in fractured porous rocks. It is still difficult to understand rock mechanics and to characterize rock behaviors with complex stress conditions, multiphysics processes, and multiscale changes. The primary aim of this Special Issue is to bring together original research discussing innovative efforts on analytical, numerical, and big-data-based methods in rock mechanics. It includes 25 manuscripts that illustrate the richness and challenging nature of deep rock mechanics. |
| format | Online |
| id | doab-20.500.12854ir-96621 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-966212024-04-09T23:16:00Z Analytical, Numerical and Big-Data-Based Methods in Deep Rock Mechanics Wang, Shaofeng Cai, Xin Zhou, Jian Song, Zhengyang Li, Xiaofeng 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 thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology 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 environments. Meanwhile, more and more unconventional rock failures and rock instabilities (e.g., rockbursts, large-scale collapses, and mine earthquakes) are occurring and severely threatening the safety of underground operations. It is well-recognized that rocks have multiscale structures from minerals, particles, fractures, fissures, joints, and stratification to faults and involve multiscale fracture processes. In the deep earth, rocks are commonly subjected to complex high-stress and strong-dynamic disturbances simultaneously. In addition, there are many multiphysics coupling processes, such as the coupled thermo-hydromechanical interaction in fractured porous rocks. It is still difficult to understand rock mechanics and to characterize rock behaviors with complex stress conditions, multiphysics processes, and multiscale changes. The primary aim of this Special Issue is to bring together original research discussing innovative efforts on analytical, numerical, and big-data-based methods in rock mechanics. It includes 25 manuscripts that illustrate the richness and challenging nature of deep rock mechanics. 2023-02-02T16:25:05Z 2023-02-02T16:25:05Z 2023 book ONIX_20230202_9783036557618_22 9783036557618 9783036557625 https://directory.doabooks.org/handle/20.500.12854/96621 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/6566 https://mdpi.com/books/pdfview/book/6566 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-5762-5 10.3390/books978-3-0365-5762-5 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036557618 9783036557625 432 Basel open access |
| spellingShingle | 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 thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology Analytical, Numerical and Big-Data-Based Methods in Deep Rock Mechanics |
| title | Analytical, Numerical and Big-Data-Based Methods in Deep Rock Mechanics |
| title_full | Analytical, Numerical and Big-Data-Based Methods in Deep Rock Mechanics |
| title_fullStr | Analytical, Numerical and Big-Data-Based Methods in Deep Rock Mechanics |
| title_full_unstemmed | Analytical, Numerical and Big-Data-Based Methods in Deep Rock Mechanics |
| title_short | Analytical, Numerical and Big-Data-Based Methods in Deep Rock Mechanics |
| title_sort | analytical numerical and big data based methods in deep rock mechanics |
| topic | 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 thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| topic_facet | 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 thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| url | ONIX_20230202_9783036557618_22 |