Hybrid Fuzzy-Based Modeling of Shear Strength Parameters of Rocks Using Petrographic Properties

Mohr–Coulomb failure criterion is vastly employed to understand the risk of collapse of the highly stressed boreholes in oil and gas industries. It is, thus, important to measure the shear strength parameters of Mohr–Coulomb criterion for reservoir rocks in terms of simple input data to easily mitig...

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Veröffentlicht in:	Rock mechanics and rock engineering 2023-08, Vol.56 (8), p.5457-5485
Hauptverfasser:	Naseri, Fateme, Hafezi Moghadas, Naser, Beiki, Morteza, Khakzad Suchelmaei, Hodayseh, Koohdarzi Moghadam, Mina, Sabbagh Bejestani, Mahnaz
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive systems Algorithms Approximation Artificial neural networks Axial stress Boreholes Carbonates Civil Engineering Clustering Collapse Criteria Earth and Environmental Science Earth Sciences Evolutionary algorithms Fuzzy logic Genetic algorithms Geophysics/Geodesy Internal friction Light microscopy Mathematical models Model accuracy Mohr-Coulomb theory Oil and gas fields Oil and gas industries Oil and gas industry Oil fields Optical microscopy Original Paper Parameter estimation Parameters Particle swarm optimization Porosity Pyrite Reservoirs Risk reduction Rock Rocks Shear strength Statistical analysis Triaxial tests
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