Feed-forward neural network prediction of the mechanical properties of sandcrete materials

PG Asteris, PC Roussis, MG Douvika - Sensors, 2017 - mdpi.com
This work presents a soft-sensor approach for estimating critical mechanical properties of
sandcrete materials. Feed-forward (FF) artificial neural network (ANN) models are employed …

Determination of Young's modulus of jet grouted coalcretes using an intelligent model

Y Sun, J Zhang, G Li, G Ma, Y Huang, J Sun, Y Wang… - Engineering …, 2019 - Elsevier
The coalcrete, a new supporting material produced by jet grouting (JG) technique was firstly
studied for improving soft coal mass to support roadways in Guobei coal mine, China …

Prediction of the compressive strength for cement-based materials with metakaolin based on the hybrid machine learning method

J Huang, M Zhou, H Yuan, MMS Sabri, X Li - Materials, 2022 - mdpi.com
Cement-based materials are widely used in construction engineering because of their
excellent properties. With the continuous improvement of the functional requirements of …

Experimental and numerical investigation on a novel support system for controlling roadway deformation in underground coal mines

Y Sun, G Li, J Zhang, D Qian - Energy Science & Engineering, 2020 - Wiley Online Library
Roadway stability in extremely soft coal mass is a typical challenge in deep underground
mines, as the most widely adopted support structure such as rock bolting, compound support …

Comparative analysis of various machine learning algorithms to predict 28-day compressive strength of Self-compacting concrete

WB Inqiad, MS Siddique, SS Alarifi, MJ Butt, T Najeh… - Heliyon, 2023 - cell.com
Construction industry is indirectly the largest source of CO 2 emissions in the atmosphere,
due to the use of cement in concrete. These emissions can be reduced by using industrial …

Simulation of the compressive strength of cemented tailing backfill through the use of firefly algorithm and random forest model

QA Wang, J Zhang, J Huang - Shock and Vibration, 2021 - Wiley Online Library
Cemented tailings backfill is widely used in worldwide mining areas, and its development
trend is increasing due to the technical and economic benefits. However, there is no reliable …

Compaction and shear behaviors of sandy soil treated with lime and metakaolin

G Alhakim, O Baalbaki, L Jaber - Geotechnical and Geological …, 2024 - Springer
With civilization and urbanization growth, appropriate construction sites with satisfactory
geotechnical conditions become less available. Hence, the chemical stabilization of soil has …

Process parameters optimization for eco-friendly high strength sandcrete block using Taguchi method

CC Ikeagwuani, DC Nwonu, CK Ugwu, CC Agu - Heliyon, 2020 - cell.com
The need for develo** sustainable cement-based materials is crucial for the prevention of
environmental degradation and promotion of sustainable technologies. In the present study …

Prediction models for evaluating the strength of cemented paste backfill: a comparative study

J Liu, G Li, S Yang, J Huang - Minerals, 2020 - mdpi.com
Cemented paste backfill (CPB) is widely used in underground mining, and attracts more
attention these years as it can reduce mining waste and avoid environmental pollution …

An experimental study on the influence of metakaolin on mechanical properties of a clayey sand

AM Rajabi, Z Hamrahi - Bulletin of Engineering Geology and the …, 2021 - Springer
The aim of this research is to investigate the effect of the additive metakaolin on the strength
parameters of clayey sand soil. For this purpose, in addition to identification tests, a set of …