The jet grouting technique was originally initiated in the UK and progressively developed following the needs for larger geometries, ease of implementation, economic rationality, and …
The bidirectional long short-term memory (Bi-LSTM) network is an innovative computation paradigm that learns bidirectional long-term dependencies between time steps and …
The installation of jet grouting columns in fine-grained soils can cause significant disturbances to nearby structures, thereby undermining the reliability of this powerful …
A novel and effective artificial neural network (ANN) optimized using differential evolution (DE) is first introduced to provide a robust and reliable forecasting of jet grouted column …
The injection of large volumes of pressurized water and grout into the subsoil during jet grouting generates a sudden increase in excess pore water pressure. This study proposes a …
LS Zhao, X Qi, F Tan, Y Chen - Computers and Geotechnics, 2023 - Elsevier
Jet grouting column is widely used in ground improvements of hydraulic and geotechnical structures. Estimation of the diameter of the jet grouting column is indispensable to the …
H Lu, T Iseley, J Matthews, W Liao - Automation in Construction, 2021 - Elsevier
This paper presents a hybrid machine learning model for predicting the pullback force in horizontal directional drilling (HDD) construction. The model combines the nondominated …
SH Cheng, KC Chao, RKN Wong, I Morris… - Transportation …, 2023 - Elsevier
The plasticity and low flowability of spoil discharge from clay soil often result in the clogging of boreholes during jet grouting, thereby causing harmful ground displacement, which …
A Senkaya, EB Toka, M Olgun - Arabian Journal for Science and …, 2022 - Springer
This paper presents the determination of the rheological properties of cement grouts and the examination of the model jet grouting (JG) columns produced in the laboratory. Fine-grained …