Improved methods to prevent railway embankment failure and subgrade degradation: A review

MJ Roshan, ASA Rashid, NA Wahab… - Transportation …, 2022 - Elsevier
Railway transportation is one of the most advantageous modes of transportation because of
its high capacity, which obviates the increasing demand for conveying passengers and …

A review of jet grouting practice and development

PGA Njock, J Chen, G Modoni, A Arulrajah… - Arabian Journal of …, 2018 - Springer
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 …

Dynamic prediction of jet grouted column diameter in soft soil using Bi-LSTM deep learning

SL Shen, PG Atangana Njock, A Zhou, HM Lyu - Acta Geotechnica, 2021 - Springer
The bidirectional long short-term memory (Bi-LSTM) network is an innovative computation
paradigm that learns bidirectional long-term dependencies between time steps and …

Enhancing discharge of spoil to mitigate disturbance induced by horizontal jet grouting in clayey soil: theoretical model and application

ZF Wang, SL Shen, G Modoni - Computers and Geotechnics, 2019 - Elsevier
The installation of jet grouting columns in fine-grained soils can cause significant
disturbances to nearby structures, thereby undermining the reliability of this powerful …

[HTML][HTML] Artificial neural network optimized by differential evolution for predicting diameters of jet grouted columns

PGA Njock, SL Shen, A Zhou, G Modoni - Journal of Rock Mechanics and …, 2021 - Elsevier
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 …

Excess pore water pressure caused by the installation of jet grouting columns in clay

ZF Wang, SL Shen, G Modoni, A Zhou - Computers and Geotechnics, 2020 - Elsevier
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 …

[HTML][HTML] A new prediction model of the jet grouting column diameter for three jet grouting systems

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 …

Hybrid machine learning for pullback force forecasting during horizontal directional drilling

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 …

Control of jet grouting process induced ground displacement in clayey soil

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 …

Effects of cement grout characteristics on formation and strength of jet grouting columns

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 …