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首页> 外文期刊>International journal of geotechnical earthquake engineering >A Re-Look Into Modified Scaled Distance Regression for Prediction of Blast-Induced Ground Vibration
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A Re-Look Into Modified Scaled Distance Regression for Prediction of Blast-Induced Ground Vibration

机译:重新研究改进的缩放距离回归,以预测爆炸诱导的地面振动

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摘要

Underground blasts are conducted for deep excavations, tunneling, or mining activities. Scaled distance regression analysis is performed in industry to estimate peak particle velocity from charge weight and distance. For addressing the uncertainties in estimating safe charge weight for controlled blasting, 95% confidence expression is generally used. For addressing inaccuracies arising from superimposition of blast waves in multi-hole blasting when using attenuation equation developed from single-hole blast data, a modified approach was proposed in literature. This article presents comparisons to establish that industrial practice of scaled distance regression would be as satisfactory as the proposed modified approach, when various performance measures (including parsimony) are considered together. Furthermore, industrial practice of using 95% confidence expression generated from sufficient data (say, 40 numbers) would result in safe charge weight estimation, whereas modified scaled distance approach (mean expression) could still result in few non-conservative values.
机译:地下爆炸是为深挖挖掘,隧道或采矿活动进行的。缩放距离回归分析在工业中进行,以估计电荷重量和距离的峰值粒子速度。为了解决估计控制喷砂的安全电荷重量的不确定性,通常使用95%的置信表达。为了解决从单孔BLAST数据开发的衰减方程,在多孔爆破中叠加的爆破中产生的不准确性,在文献中提出了一种改进的方法。本文呈现比较,以确定规模距离回归的工业实践是令人满意的,作为建议的修改方法,当各种绩效措施(包括Parsimony)一起被认为在一起时。此外,使用从充足的数据产生的95%置信表达的工业实践(例如,40个数字)将导致安全的电荷重量估计,而修改的缩放距离方法(平均表达)仍然可以导致少量的非保守值。

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