New formula to determine flyrock distance on sedimentary rocks with low strength

IF 1.7 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY
Supandi Supandi
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Abstract

There are many methods that discuss the prediction of flyrock distance in blasting operation, but none of them specifically discusses flyrock distance in sedimentary rock with low strength. The empirical method based on a statistical approach also has no specific research on it. This study aims to obtain a formula for predicting flyrock distance due to blasting on a sedimentary rock with low strength using ammonium nitrate fuel oil. A total of 196 samples were obtained from the blasting that has been operated. The variables included for building the new prediction model of flyrock distance are stemming, blast-hole height, powder factor, and average charge per blast hole. The analysis was carried out using a statistical approach with the concept of regression and correlation. Unlike the previous model that applied a dimensional approach, the new model set each of the predictor variables to have their respective regression coefficients in order to see how they play a role in predicting the flyrock distance. The results show that burden, stemming, blast-hole height, powder factor, and average charge per blast hole significantly affect the flyrock distance. The variance in flyrock distance can be explained uniquely 3.50% by burden, 10.74% by stemming, 2.55% by blast-hole height, 2.32% by powder factor, and 2.76% by average charge per blast hole. The new proposed model of flyrock distance is better than the previous model by looking at the mean absolute percentage error. To predict the flyrock distance of sedimentary rock with low strength, the new model can be used.
确定低强度沉积岩飞石距离的新公式
关于爆破作业中飞石距离预测的方法有很多,但没有一种方法专门讨论低强度沉积岩中的飞石距离。基于统计方法的经验方法也没有专门的研究。本研究的目的是获得使用硝酸铵燃料油的低强度沉积岩爆破飞石距离的预测公式。从已实施的爆破中总共获得了 196 个样本。用于建立新的飞石距离预测模型的变量包括爆破干度、爆破孔高度、火药系数和每个爆破孔的平均装药量。分析采用了回归和相关概念的统计方法。与之前采用维度方法的模型不同,新模型设定了每个预测变量各自的回归系数,以了解它们在预测飞石距离中的作用。结果表明,装药量、茎杆、爆破孔高度、火药系数和每个爆破孔的平均装药量对飞石距离有显著影响。爆石距离的差异可由以下因素唯一解释:装药量 3.50%、爆干 10.74%、爆破孔高度 2.55%、火药系数 2.32%、每个爆破孔平均装药量 2.76%。从平均绝对误差百分比来看,新提出的飞石距离模型优于之前的模型。新模型可用于预测低强度沉积岩的飞石距离。
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来源期刊
Open Geosciences
Open Geosciences GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
3.10
自引率
10.00%
发文量
63
审稿时长
15 weeks
期刊介绍: Open Geosciences (formerly Central European Journal of Geosciences - CEJG) is an open access, peer-reviewed journal publishing original research results from all fields of Earth Sciences such as: Atmospheric Sciences, Geology, Geophysics, Geography, Oceanography and Hydrology, Glaciology, Speleology, Volcanology, Soil Science, Palaeoecology, Geotourism, Geoinformatics, Geostatistics.
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