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抛掷爆破爆堆形态的标准化分析处理方法研究
引用本文:王帷先,孙健东,张瑞新,狐为民,张曌,刘嵘.抛掷爆破爆堆形态的标准化分析处理方法研究[J].煤炭工程,2020,52(10):109-115.
作者姓名:王帷先  孙健东  张瑞新  狐为民  张曌  刘嵘
作者单位:华北科技学院
基金项目:国家重点研发计划;工程技术研究中心项目;中央高校基本科研业务费专项;中央高校基本科研业务费专项
摘    要:抛掷爆破爆堆的形态对于倒堆系统总作业量与成本、后续倒堆环节的工作面参数设计工作等有着至关重要的影响,针对当前爆堆形态样本量不足、错误数据影响预测效果等问题,提出了爆堆形态的标准化分析-处理方法,具体包括数据库的构建、基于工作面形态特征的样本筛选及分类、基于爆堆形态特征的样本筛选与分类,实现了海量爆堆数据的快速处理,提高了样本的有效性。利用局部加权线性回归对样本集合进行回归分析,最终获得了三组具有普遍解释意义的典型爆堆曲线,研究提出的处理方法具有快速、高效、便捷等特点,为现场抛掷爆破-拉斗铲倒堆工艺的设计提供了准确的依据。

关 键 词:抛掷爆破  爆堆形态  数据筛选  局部加权回归  
收稿时间:2020-02-04
修稿时间:2020-05-18

Research on methods about standardized with analysis,processing and regression in Muck-pile shape of Throwing and Blasting
Abstract:The shape of throw-blasting has an important influence on the total work quantity and cost of the stacking system, the parameter of the work-face design of the subsequent casting link, etc. Aiming at the current problems of insufficient sample size of the muck-pile shape and of the influence of incorrect data on the prediction effect, a standardized analysis and treatment method of muck-pile shape are put forward. The methods include the construction of muck-pile’s database, the selection and classification of the work-face shape characteristics, and the selection and classification of the muck-pile shape characteristics. It realizes the fast processing of massive muck-pile shape data. And it improves the effectiveness of samples. Finally, three groups of typical muck-pile shape curves with general interpretation significance are obtained by Lowess. The methods are fast, efficient and convenient, which provides an accurate basis for the design of the technology of throwing blasting and dragline casting in the open-mining.
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