黄金科学技术 ›› 2019, Vol. 27 ›› Issue (3): 417-424.doi: 10.11872/j.issn.1005-2518.2019.03.417
• 采选技术与矿山管理 • 上一篇
Yu CUI(),Xibing LI(),Longjun DONG,Lü BAI
摘要:
微震监测系统的方案优选涉及多个指标,为简化方案优选流程,利用主成分分析法(PCA)构建了微震监测台网综合优化分析模型。首先,基于玲珑金矿大开头矿段微震监测系统构建和运行阶段矿山的实际情况,从经济和技术条件2个方面选取了8个指标构建了综合评价指标体系。在进行模型解算后,用2个新的综合指标(主成分)替代了原始的8个指标,这2个指标包含了原始数据91.9%的信息量。最后以信息贡献率作为新的综合指标的权重系数,计算各方案的综合评价值,优选出方案Ⅲ综合性能最好。
中图分类号:
1 | 李夕兵 .岩石动力学基础与应用[M].北京:科学出版社,2014. |
Li Xibing .Rock Dynamics Fundamentals and Applications [M].Beijing:Science Press,2014. | |
2 | 王运敏 .金属矿采矿工业面临的机遇和挑战及技术对策[J].现代矿业,2011(1):1-14. |
Wang Yunmin .Opportunities and challenges to metal mine mining industry and the technical countermeasures[J].Modern Mining,2011(1):1-14. | |
3 | 李夕兵,周健,王少锋,等 .深部固体资源开采评述与探索[J].中国有色金属学报,2017,27(6):1236-1262. |
Li Xibing , Zhou Jian , Wang Shaofeng ,et al .Review and practice of deep mining for solid mineral resources[J].The Chinese Journal of Nonferrous Metals,2017,27(6):1236-1262. | |
4 | 李夕兵,古德生 .深井坚硬矿岩开采中高应力的灾害控制与破碎诱变[C]//香山第175次科学会议.北京:中国环境科学出版社,2002:101-108. |
Li Xibing , Gu Desheng .The hazard control and cataclastic mutagenesis induced by high stress in hard rock mining at depth[C]//The 175th Xiangshan Science Congress.Beijing:China Environmental Science Press,2002:101-108. | |
5 | 董陇军,李夕兵,唐礼忠,等 .无需预先测速的微震震源定位的数学形式及震源参数确定[J].岩石力学与工程学报,2011,30(10):2057-2067. |
Dong Longjun , Li Xibing , Tang Lizhong ,et al .Mathematical functions and parameters for micro-seismic source location without pre-measuring speed[J].Chinese Journal of Rock Mechanics and Engineering,2011,30(10):2057-2067. | |
6 | 李庶林 .试论微震监测技术在地下工程中的应用[J].地下空间与工程学报,2009,5(1):122-128. |
Li Shulin .Discussion on micro-seismic monitoring technology and its applications to underground projects[J].Chinese Journal of Underground Space and Engineering,2009,5(1):122-128. | |
7 | Yang C X , Luo Z Q , Hu G B ,et al .Application of a microseismic monitoring system in deep mining[J].Journal of University of Science and Technology Beijing,2007,14(1):6-8. |
8 | Bertoncini C A , Hinders M K .Fuzzy classification of roof fall predictors in microseismic monitoring[J].Measurement,2010,43(10):1690-1701. |
9 | 张洪山,宋文志,李秋涛,等 .山东金青顶矿区深部矿体开采诱发微震活动分析[J].黄金科学技术,2016,24(1):76-79. |
Zhang Hongshan , Song Wenzhi , Li Qiutao ,et al .Analysis of micro-seismicity activity induced by deep ore body mining at Jinqingding gold mine,Shandong Province[J].Gold Science and Technology,2016,24(1):76-79. | |
10 | 李庶林,尹贤刚,郑文达,等 .凡口铅锌矿多通道微震监测系统及其应用研究[J].岩石力学与工程学报,2005,24(12):2048-2053. |
Li Shulin , Yin Xiangang , Zheng Wenda ,et al .Research of multi-channel micro-seismic monitoring system and its application to Fankou lead-zinc mine[J].Chinese Journal of Rock Mechanical and Engineering,2005,24(12):2048-2053. | |
11 | Kijko A .An algorithm for the optimum distribution of a regional seismic network —Ⅱ.An analysis of the accuracy of location of local earthquakes depending on the number of seismic stations[J].Pure and Applied Geophysics,1977,115(4):1011-1021. |
12 | Mendecki A J , Aswegen G V , Mountfort P I .A Guide to Routine Seismic Monitoring in Mines[M]// Jager A J,Ryder J A.A Handbook on Rock Engineering Practice for Tabular Hard Rock Mines.Johannesburg:The Safety in Mines Research Advisory Committee,1999:287-309. |
13 | 巩思园,窦林名,曹安业,等 .煤矿微震监测台网优化布设研究[J].地球物理学报,2010,53(2):457-465. |
Gong Siyuan , Dou Linming , Cao Anye ,et al .Study on optimal configuration of seismological observation network for coal mine[J].Chinese Journal of Geophysics,2010,53(2):457-465. | |
14 | 高永涛,吴庆良,吴顺川,等 .基于D值理论的微震监测台网优化布设[J].北京科技大学学报,2013,35(12):1538-1545. |
Gao Yongtao , Wu Qingliang , Wu Shunchuan ,et al .Optimization of micro-seismic monitoring networks based on the theory of D-optimal design[J].Journal of University of Science and Technology Beijing,2013,35(12):1538-1545. | |
15 | 周勇勇,李夕兵,刘志祥,等 .高精度三维地下微震台网模糊优选方法[J].中国安全生产科学技术,2016,12(7):82-86. |
Zhou Yongyong , Li Xibing , Liu Zhixiang ,et al .Fuzzy optimum approach for three-dimensional underground micro-seismic network with high precision[J].Journal of Safety Science and Technology,2016,12(7):82-86. | |
16 | 卢丹丹,宋文华,张桂钏,等 .基于AHP-熵权法的石化企业承灾体脆弱性评估[J].中国安全生产科学技术,2015,11(12):180-185. |
Lu Dandan , Song Wenhua , Zhang Guichuan ,et al .Evaluation on vulnerability of hazard bearing body in petrochemical enterprises based on AHP-entropy weight method[J].Journal of Safety Science and Technology,2015,11(12):180-185. | |
17 | 李夕兵,朱玮,刘伟军,等 .基于主成分分析法与RBF神经网络的岩体可爆性研究[J].黄金科学技术,2015,23(6):58-63. |
Li Xibing , Zhu Wei , Liu Weijun ,et al .Research on rock mass blastability based on principal component analysis and RBF neural network[J].Gold Science and Technology,2015,23(6):58-63. | |
18 | 刘强,李夕兵,梁伟章 .岩体质量分类的PCA-RF模型及应用[J].黄金科学技术,2018,26(1):49-55. |
Liu Qiang , Li Xibing , Liang Weizhang .PCA-RF model for the classification of rock mass quality and its application[J].Gold Science and Technology,2018,26(1):49-55. | |
19 | 李艳双,曾珍香,张闽,等 .主成分分析法在多指标综合评价方法中的应用[J].河北工业大学学报,1999,28(1):94-97. |
Li Yanshuang , Zeng Zhenxiang , Zhang Min ,et al .Application of primary component analysis in the methods of comprehensive evaluation for many indexes[J].Journal of Hebei University of Technology,1999,28(1):94-97. | |
20 | 白雪梅,赵松山 .对主成分分析综合评价方法若干问题的探讨[J].统计研究,1995,12(6):47-51. |
Bai Xuemei , Zhao Songshan .Discussion on some problems of comprehensive evaluation method of principal component analysis[J].Statistics Research,1995,12(6):47-51. | |
21 | Johnson R A. , Wichern D W .实用多元统计分析[M].4版.北京:清华大学出版社,2001. |
Johnson R A , Wichern D W .Applied Multivariate Statistical Analysis[M].4th Edition.Beijing:Tsinghua University Press,2001. | |
22 | 李夕兵 .用沙坝矿微震实时监测与安全预警系统研究报告[R].长沙:中南大学,2014. |
Li Xibing .Research report of seismic monitoring and safety early warning system in Yongshaba mine [R].Changsha:Central South University,2014. |
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