1st Edition
AI-Enhanced Safety Evaluation for Tunnelling in Rock Principles, Methods and Algorithms
Chapter 1: Introduction
Chapter 2: Investigation of rock mass data acquisition and surrounding rock classification methods using digital photography
Chapter 3: Automated classification of tunnel face apparent structures
Chapter 4: The extraction and quantitative characterization of weak interlayer information in tunnel work face
Chapter 5: Quantitative characterization of groundwater distribution in tunnel faces
Chapter 6: Quantitative extraction and statistical analysis of joint fracture information in tunnel face
Chapter 7: Study on the three-dimensional discontinuity surfaces and trace characterization of tunnel faces
Chapter 8: The intelligent grading of surrounding rock based on multi-source heterogeneous data fusion
Chapter 9: Safety evaluation of tunnel excavation based on machine vision and 3DEC simulation
Chapter 10: Conclusions and future outlook
Biography
Jiayao Chen is an associate professor at Beijing Jiaotong University. He is a board member and secretary of the Chinese Society of Civil Engineering Risk and Insurance Research Division.
Hongwei Huang is a distinguished professor at Tongji University, China, a "Yangtze Scholar," and President of the Engineering Risk and Insurance Research Branch of the Chinese Civil Engineering Society. He also leads the International Joint Research Center for Resilient Infrastructure.
Mingliang Zhou is an associate professor and assistant dean at the College of Civil Engineering, Tongji University and a recipient of the International Postdoctoral Exchange Fellowship. He earned his Ph.D. from Cambridge University, UK, and is a core member of ISSMGE's YMPG and TC309.
