Browsing by Author "Gaopale, Kesalopa"

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Airblast prediction in a blasting operation using artificial intelligence

Gaopale, Kesalopa; Jamisola, Rodrigo S.; Seitshiro, Itumeleng (Botswana International University of Science and Technology (BIUST), 2019-06)

This paper presents the use of artificial neural network (ANN) to predict airblast that is induced by blasting in a diamond mine. A total of 94 blasting datasets were used to develop and train the ANN models using ...
Application of artificial neural networks to predict blast-induced ground vibration in a diamond mine

Gaopale, Kesalopa; Jamisola, Rodrigo S.; Seitshiro, Itumeleng (Botswana International University of Science and Technology (BIUST), 2019-06)

In this paper, ground vibration that is induced by blasting was predicted using data gathered from a diamond mine. Artificial neural network (ANN) is used to train the model from the 94 blast dataset using Levenberg–Marquardt ...
Prediction of blast-induced airblast, ground vibration and rock fragmentation using machine learning methods in Debswana diamond mine

Gaopale, Kesalopa (Botswana International University of Science and Technology ( BIUST), 2019-03-06)

This work presents machine learning methods, particularly artificial neural networks (ANN) and multivariate regression analysis (MVRA) to create a mathematical model that will be used to predict the blasting effects in a ...

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