Qaiwan Company, Sulaimani, Kurdistan Region, Iraq
Research Article
Modeling the Mechanical Properties of Sustainable Mortar Modified with Waste Glass Granular (Particles) Using ANN and Multi-Scale Approaches
Author(s): Soran Abdrahman Ahmad*, Alan Saeed Abdulrahman, Amir Mohammad Ramezanianpour, Serwan Khwrshed Rafiq, Kawa Omar Fqi Mahmood and Frya Shawkat Jafer
Since concrete and mortar production (industry) are the biggest natural resource user, their industry's sustainability are under threat. The environmental and economic concern is the most important challenge that the construction industry is facing. The usage of the waste materials in recent years become interested subject for researchers, one of these waste materials is waste glass usage as sand replacement. This article, dealt with proposing models to predict compressive strength of mortar which modified with waste glass granular, showing its effect on the compressive strength. In this paper, 134 data are collected from previous paper with different parameter and statically analyzed, and represented in four models (Linear Regression Model (LRM) and Non-Linear Regression model (NLR), Multi Logistic Regression model (MLR) and ANN model) for predicted compressive strength. In the p.. View more»