Article(id=1236327864723894332, tenantId=1146029695717560320, journalId=1235980550691926019, issueId=1236327863171993957, articleNumber=null, orderNo=null, doi=10.3969/j.issn.0253-6099.2023.02.004, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1665504000000, receivedDateStr=2022-10-12, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1772693132810, onlineDateStr=2026-03-05, pubDate=1680278400000, pubDateStr=2023-04-01, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1772693132810, onlineIssueDateStr=2026-03-05, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1772693132810, creator=13701087609, updateTime=1772693132810, updator=13701087609, issue=Issue{id=1236327863171993957, tenantId=1146029695717560320, journalId=1235980550691926019, year='2023', volume='43', issue='2', pageStart='1', pageEnd='170', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1772693132441, creator=13701087609, updateTime=1772693403732, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1236329001107640372, tenantId=1146029695717560320, journalId=1235980550691926019, issueId=1236327863171993957, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1236329001107640373, tenantId=1146029695717560320, journalId=1235980550691926019, issueId=1236327863171993957, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=16, endPage=20, ext={EN=ArticleExt(id=1236327864992329801, articleId=1236327864723894332, tenantId=1146029695717560320, journalId=1235980550691926019, language=EN, title=Parameter Optimization for Shaft Support Based on Combined Weighting and Response Surface Methodology, columnId=1236276106018484431, journalTitle=Mining and Metallurgical Engineering, columnName=MINING, runingTitle=null, highlight=null, articleAbstract=

For determining support parameters in an advancement project of the secondary shaft of Comica Mining's Kamoya copper-cobalt mine in the DRC, 25 sets of testing schemes were designed by using Box-Behnken based on the engineering geological conditions. After numerical analysis with FLAC3D, the mechanical response characteristics under various support conditions were obtained. In combination with technical and economic requirement, analysis hierarchy process and principal component analysis were adopted for the combined weighting of nine selected indices, including advancement cost, maximum tensile stress among others, and then a comprehensive evaluating model was established for the parameters of shaft support. A multivariate second-order regression prediction equation was then obtained with the comprehensive scores as response indicators, and shaft support parameters as the variables. It is found that shaft is supported with 35 anchor bolts with thread length of 2.5 m arranged in horizontal direction, with spacing of 1 m in vertical direction, as well as the concrete lining with strength grade of C35, and the best comprehensive benefits can be obtained.

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针对刚果(金)科米卡矿业卡莫亚铜钴矿副井开拓建设工程中支护参数优选问题,结合工程地质条件,采用Box-Behnken方法设计了25组试验方案。应用FLAC3D进行数值分析,获得了不同支护参数条件下的力学响应特征,结合技术经济要求,选取开拓成本、最大拉应力等9个指标,利用层次分析法及主成分分析法组合赋权各评价指标,提出了竖井支护参数综合评价模型。以规范化综合评分为响应指标、竖井支护参数为变量,构建了多元二阶回归预测方程。结果表明,竖井支护优化参数为:水平方向锚杆根数35、锚杆竖直方向间距1 m、锚杆长度2.5 m、衬砌混凝土强度等级C35,此时综合效益最大。

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刘超(1986—),男,山东菏泽人,博士,高级工程师,主要从事地下矿山开采和充填相关工作。

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刘超(1986—),男,山东菏泽人,博士,高级工程师,主要从事地下矿山开采和充填相关工作。

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刘超(1986—),男,山东菏泽人,博士,高级工程师,主要从事地下矿山开采和充填相关工作。

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基于组合赋权法和响应面法的竖井支护参数优化研究
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刘超 1 , 祁赟朴 1 , 宋章伦 1 , 王亮 1 , 曹定洋 2 , 陈大鹏 2
矿冶工程杂志 | 采矿 2023,43(2): 16-20
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矿冶工程杂志 | 采矿 2023, 43(2): 16-20
基于组合赋权法和响应面法的竖井支护参数优化研究
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刘超1, 祁赟朴1, 宋章伦1, 王亮1, 曹定洋2, 陈大鹏2
作者信息
  • 1.北方矿业有限责任公司,北京 100053
  • 2.北京科技大学 土木与资源工程学院,北京 100083
  • 刘超(1986—),男,山东菏泽人,博士,高级工程师,主要从事地下矿山开采和充填相关工作。

Parameter Optimization for Shaft Support Based on Combined Weighting and Response Surface Methodology
Chao LIU1, Yunpu QI1, Zhanglun SONG1, Liang WANG1, Dingyang CAO2, Dapeng CHEN2
Affiliations
  • 1.North Mining Co Ltd, Beijing 100053, China
  • 2.School of Civil and Resources Engineering, University of Science and Technology Beijing, Beijing 100083, China
出版时间: 2023-04-01 doi: 10.3969/j.issn.0253-6099.2023.02.004
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针对刚果(金)科米卡矿业卡莫亚铜钴矿副井开拓建设工程中支护参数优选问题,结合工程地质条件,采用Box-Behnken方法设计了25组试验方案。应用FLAC3D进行数值分析,获得了不同支护参数条件下的力学响应特征,结合技术经济要求,选取开拓成本、最大拉应力等9个指标,利用层次分析法及主成分分析法组合赋权各评价指标,提出了竖井支护参数综合评价模型。以规范化综合评分为响应指标、竖井支护参数为变量,构建了多元二阶回归预测方程。结果表明,竖井支护优化参数为:水平方向锚杆根数35、锚杆竖直方向间距1 m、锚杆长度2.5 m、衬砌混凝土强度等级C35,此时综合效益最大。

响应面法  /  层次分析法  /  主成分分析法  /  竖井  /  支护  /  优化

For determining support parameters in an advancement project of the secondary shaft of Comica Mining's Kamoya copper-cobalt mine in the DRC, 25 sets of testing schemes were designed by using Box-Behnken based on the engineering geological conditions. After numerical analysis with FLAC3D, the mechanical response characteristics under various support conditions were obtained. In combination with technical and economic requirement, analysis hierarchy process and principal component analysis were adopted for the combined weighting of nine selected indices, including advancement cost, maximum tensile stress among others, and then a comprehensive evaluating model was established for the parameters of shaft support. A multivariate second-order regression prediction equation was then obtained with the comprehensive scores as response indicators, and shaft support parameters as the variables. It is found that shaft is supported with 35 anchor bolts with thread length of 2.5 m arranged in horizontal direction, with spacing of 1 m in vertical direction, as well as the concrete lining with strength grade of C35, and the best comprehensive benefits can be obtained.

response surface methodology  /  analysis hierarchy process (AHP)  /  principal component analysis (PCA)  /  shaft  /  support  /  optimization
刘超, 祁赟朴, 宋章伦, 王亮, 曹定洋, 陈大鹏. 基于组合赋权法和响应面法的竖井支护参数优化研究. 矿冶工程杂志, 2023 , 43 (2) : 16 -20 . DOI: 10.3969/j.issn.0253-6099.2023.02.004
Chao LIU, Yunpu QI, Zhanglun SONG, Liang WANG, Dingyang CAO, Dapeng CHEN. Parameter Optimization for Shaft Support Based on Combined Weighting and Response Surface Methodology[J]. Mining and Metallurgical Engineering, 2023 , 43 (2) : 16 -20 . DOI: 10.3969/j.issn.0253-6099.2023.02.004
  • 国家自然科学基金重点项目(52034001)
  • 高等学校学科创新引智计划(B20041)
2023年第43卷第2期
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doi: 10.3969/j.issn.0253-6099.2023.02.004
  • 接收时间:2022-10-12
  • 首发时间:2026-03-05
  • 出版时间:2023-04-01
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  • 收稿日期:2022-10-12
基金
国家自然科学基金重点项目(52034001)
高等学校学科创新引智计划(B20041)
作者信息
    1.北方矿业有限责任公司,北京 100053
    2.北京科技大学 土木与资源工程学院,北京 100083
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2种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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