Machine learning forecasting models of disc cutters life of tunnel boring machine

Dynamic reduction of time and cost uncertainties in tunneling projects

(2021) Arsalan Mahmoodzadeh et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Forecasting tunnel geology, construction time and costs using machine learning methods

(2020) Arsalan Mahmoodzadeh et al.   NEURAL COMPUTING & APPLICATIONS

A TBM Cutter Life Prediction Method Based on Rock Mass Classification

(2020) Ruirui Wang et al.   KSCE Journal of Civil Engineering

Effect of Spatial Variability on Disc Cutters Failure During TBM Tunneling in Hard Rock

(2020) Jin Dalong et al.   ROCK MECHANICS AND ROCK ENGINEERING

Decision-making in tunneling using artificial intelligence tools

(2020) Arsalan Mahmoodzadeh et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Prediction of Disc Cutter Life during Shield Tunneling with AI via the Incorporation of a Genetic Algorithm into a GMDH-Type Neural Network

(2020) Khalid Elbaz et al.   Engineering

Forecasting maximum surface settlement caused by urban tunneling

(2020) Arsalan Mahmoodzadeh et al.   AUTOMATION IN CONSTRUCTION

Forecasting sidewall displacement of underground caverns using machine learning techniques

(2020) Arsalan Mahmoodzadeh et al.   AUTOMATION IN CONSTRUCTION

Fault diagnosis of electric impact drills using thermal imaging

(2020) Adam Glowacz   MEASUREMENT

Artificial intelligence forecasting models of uniaxial compressive strength

(2020) Arsalan Mahmoodzadeh et al.   Transportation Geotechnics

Dynamic prediction models of rock quality designation in tunneling projects

(2020) Arsalan Mahmoodzadeh et al.   Transportation Geotechnics

Theoretical Research and Simulation Analysis on the Cutter Spacing of Double Disc Cutters Breaking Rock

(2019) Peng Zhou et al.   KSCE Journal of Civil Engineering

Optimization of EPB Shield Performance with Adaptive Neuro-Fuzzy Inference System and Genetic Algorithm

(2019) Khalid Elbaz et al.   Applied Sciences-Basel

Reliability assessment on stability of tunnelling perpendicularly beneath an existing tunnel considering spatial variabilities of rock mass properties

(2019) Fuyong Chen et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Updating ground conditions and time-cost scatter-gram in tunnels during excavation

(2019) Arsalan Mahmoodzadeh et al.   AUTOMATION IN CONSTRUCTION

Acoustic fault analysis of three commutator motors

(2019) Adam Glowacz   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Development of an empirical model to estimate disc cutter wear for sedimentary and low to medium grade metamorphic rocks

(2018) Jafar Hassanpour   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Effects of joints on the cutting behavior of disc cutter running on the jointed rock mass

(2018) H.Q. Yang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Analytical approach for time-dependent groundwater inflow into shield tunnel face in confined aquifer

(2017) Xiao-Xue Liu et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Performance Prediction of TBM Disc Cutting on Marble Rock under Different Load Cases

(2017) Qing Tan et al.   KSCE Journal of Civil Engineering

A Wear Rule and Cutter Life Prediction Model of a 20-in. TBM Cutter for Granite: A Case Study of a Water Conveyance Tunnel in China

(2017) Quansheng Liu et al.   ROCK MECHANICS AND ROCK ENGINEERING

Determination of earth pressure balance tunnel-related maximum surface settlement: a multivariate adaptive regression splines approach

(2016) A. T. C. Goh et al.   Bulletin of Engineering Geology and the Environment

Multivariate adaptive regression splines and neural network models for prediction of pile drivability

(2016) Wengang Zhang et al.   Geoscience Frontiers

Study of the influence of geotechnical parameters on the TBM performance in Tehran–Shomal highway project using ANN and SPSS

(2011) S. R. Torabi et al.   Arabian Journal of Geosciences