Article(id=1314908144187302496, tenantId=1146029695717560320, journalId=1235980550691926019, issueId=1314908074188562588, articleNumber=null, orderNo=null, doi=10.3969/j.issn.0253-6099.2026.04.005, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1776182400000, receivedDateStr=2026-04-15, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1791428131385, onlineDateStr=2026-10-08, pubDate=null, pubDateStr=null, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1791428131385, onlineIssueDateStr=2026-10-08, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1791428131385, creator=13701087609, updateTime=1791428131385, updator=13701087609, issue=Issue{id=1314908074188562588, tenantId=1146029695717560320, journalId=1235980550691926019, year='2026', volume='46', issue='4', pageStart='1', pageEnd='266', issueExtLink='null', onlineDate='null', pubDate='1785513600000', pubDateStr='2026-08-01', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=1, specialIssue=null, createTime=1791428114697, creator='13701087609', updateTime=1791430419337, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1314917740654191268, tenantId=1146029695717560320, journalId=1235980550691926019, issueId=1314908074188562588, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1314917740654191269, tenantId=1146029695717560320, journalId=1235980550691926019, issueId=1314908074188562588, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=36, endPage=45, ext={EN=ArticleExt(id=1314908146204762722, articleId=1314908144187302496, tenantId=1146029695717560320, journalId=1235980550691926019, language=EN, title=A Credibility Evaluation Method for Rock Mass Quality Classification Integrating Multi-source Information, columnId=1236276106018484431, journalTitle=Mining and Metallurgical Engineering, columnName=MINING, runingTitle=null, highlight=null, articleAbstract=

Aiming at the inconsistency of grading results and difficulty in determining credibility for rock mass quality classification methods such as the RMR method, Q-system method and BQ method, a credibility evaluation method for rock mass quality classification based on analytic hierarchy process (AHP), fuzzy comprehensive evaluation (FCE) and D-S evidence theory is proposed. Firstly, the evaluation vector of rock mass quality grade is obtained via the AHP-FCE model. The evaluation vectors obtained by the three classification methods are taken as independent bodies of evidence. The D-S evidence theory and credibility weighting model are introduced to fuse and revise multi-source evidence, so as to obtain an optimal rock mass quality classification result integrating multi-source information. On this basis, a calculation platform for the credibility of rock mass quality classification is established with MATLAB GUIDE. Verification with 16 groups of measured data from No.2 Ping'an Phosphate Mine shows that the evaluation results obtained by the proposed method are more consistent with engineering practice than those from any single classification method. After revision by the credibility weighting model, the conflict coefficients of 16 groups of original evidence decrease from 0.60-0.82 to less than 0.01. The conflict problem of multi-source evidence is effectively solved, and the credibility of rock mass quality classification results is improved.

, authors=Jing XU1, Chengyu JIANG1, Zi'an ZHAO2, Shenglun CHEN3, Liming ZHANG1, Chen WANG1, Jianhua JI4, authorsList=Jing XU, Chengyu JIANG, Zi'an ZHAO, Shenglun CHEN, Liming ZHANG, Chen WANG, Jianhua JI, authorCompany=null, correspAuthors=Chengyu JIANG, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1314908147429499492, articleId=1314908144187302496, tenantId=1146029695717560320, journalId=1235980550691926019, language=CN, title=融合多源信息的岩体质量分级可信度评估方法, columnId=1236276106219811026, journalTitle=矿冶工程杂志, columnName=采矿, runingTitle=null, highlight=null, articleAbstract=

针对RMR法、Q系统法与BQ法等岩体质量分级方法的分级结果存在差异、可信度难确定的问题,提出一种基于层次分析法(AHP)、模糊综合评价(FCE)与D-S证据理论的岩体质量分级可信度评估方法。首先通过AHP-FCE模型得到岩体质量等级的评估向量,将3种分级方法的评估向量作为独立证据体,引入D-S证据理论与可信度加权模型融合修正多源证据,从而获得一个综合多源信息的最优岩体质量分级结果。在此基础上,利用MATLAB GUIDE创建岩体质量分级可信度计算平台。以平安磷矿二矿16组实测数据进行验证,结果表明,该方法所得评估结果较任一单一分级方法更符合工程实际;经可信度加权模型修正后,16组原始证据的冲突系数由0.60~0.82降至0.01以下,有效解决了多源证据冲突问题,提升了岩体质量分级结果的可信度。

, authors=徐晶1, 江成玉1, 赵梓安2, 陈胜伦3, 张黎明1, 王沉1, 吉建华4, authorsList=徐晶, 江成玉, 赵梓安, 陈胜伦, 张黎明, 王沉, 吉建华, authorCompany=null, correspAuthors=江成玉, authorNote=

徐晶(2001—),女,贵州福泉人,硕士研究生,主要从事顶板岩体质量分级管理方面的研究。E-mail:

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江成玉(1980—),男,贵州贵阳人,硕士,副教授,硕士研究生导师,主要从事巷道围岩控制方面的研究。E-mail:
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徐晶(2001—),女,贵州福泉人,硕士研究生,主要从事顶板岩体质量分级管理方面的研究。E-mail:

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徐晶(2001—),女,贵州福泉人,硕士研究生,主要从事顶板岩体质量分级管理方面的研究。E-mail:

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融合多源信息的岩体质量分级可信度评估方法
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徐晶 1 , 江成玉 1 , 赵梓安 2 , 陈胜伦 3 , 张黎明 1 , 王沉 1 , 吉建华 4
矿冶工程杂志 | 采矿 2026,46(4): 36-45
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矿冶工程杂志 |采矿 2026 , 46 (4) : 36 -45
融合多源信息的岩体质量分级可信度评估方法
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徐晶1 , 江成玉1 , 赵梓安2, 陈胜伦3, 张黎明1, 王沉1, 吉建华4
作者信息
  • 1.贵州大学 矿业学院,贵州 贵阳 550025
  • 2.贵州省政立矿业有限公司,贵州 贵阳 550300
  • 3.瓮福(集团)有限责任公司,贵州 贵阳 550002
  • 4.贵阳信息科技学院,贵州 贵阳 550025
通讯作者:
江成玉(1980—),男,贵州贵阳人,硕士,副教授,硕士研究生导师,主要从事巷道围岩控制方面的研究。E-mail:
作者简介:

徐晶(2001—),女,贵州福泉人,硕士研究生,主要从事顶板岩体质量分级管理方面的研究。E-mail:

A Credibility Evaluation Method for Rock Mass Quality Classification Integrating Multi-source Information
Jing XU1 , Chengyu JIANG1 , Zi'an ZHAO2, Shenglun CHEN3, Liming ZHANG1, Chen WANG1, Jianhua JI4
Affiliations
  • 1.School of Mining Engineering, Guizhou University, Guiyang 550025, Guizhou, China
  • 2.Guizhou Zhengli Mining Co., Ltd., Guiyang 550300, Guizhou, China
  • 3.Wengfu (Group) Co., Ltd., Guiyang 550002, Guizhou, China
  • 4.Guiyang Institute of Information Science and Technology, Guiyang 550025, Guizhou, China
doi: 10.3969/j.issn.0253-6099.2026.04.005
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针对RMR法、Q系统法与BQ法等岩体质量分级方法的分级结果存在差异、可信度难确定的问题,提出一种基于层次分析法(AHP)、模糊综合评价(FCE)与D-S证据理论的岩体质量分级可信度评估方法。首先通过AHP-FCE模型得到岩体质量等级的评估向量,将3种分级方法的评估向量作为独立证据体,引入D-S证据理论与可信度加权模型融合修正多源证据,从而获得一个综合多源信息的最优岩体质量分级结果。在此基础上,利用MATLAB GUIDE创建岩体质量分级可信度计算平台。以平安磷矿二矿16组实测数据进行验证,结果表明,该方法所得评估结果较任一单一分级方法更符合工程实际;经可信度加权模型修正后,16组原始证据的冲突系数由0.60~0.82降至0.01以下,有效解决了多源证据冲突问题,提升了岩体质量分级结果的可信度。

岩体质量分级  /  层次分析法(AHP)  /  模糊综合评价(FCE)  /  D-S证据理论  /  可信度评估  /  AHP-FCE模型  /  多源信息  /  冲突系数  /  可信度加权模型

Aiming at the inconsistency of grading results and difficulty in determining credibility for rock mass quality classification methods such as the RMR method, Q-system method and BQ method, a credibility evaluation method for rock mass quality classification based on analytic hierarchy process (AHP), fuzzy comprehensive evaluation (FCE) and D-S evidence theory is proposed. Firstly, the evaluation vector of rock mass quality grade is obtained via the AHP-FCE model. The evaluation vectors obtained by the three classification methods are taken as independent bodies of evidence. The D-S evidence theory and credibility weighting model are introduced to fuse and revise multi-source evidence, so as to obtain an optimal rock mass quality classification result integrating multi-source information. On this basis, a calculation platform for the credibility of rock mass quality classification is established with MATLAB GUIDE. Verification with 16 groups of measured data from No.2 Ping'an Phosphate Mine shows that the evaluation results obtained by the proposed method are more consistent with engineering practice than those from any single classification method. After revision by the credibility weighting model, the conflict coefficients of 16 groups of original evidence decrease from 0.60-0.82 to less than 0.01. The conflict problem of multi-source evidence is effectively solved, and the credibility of rock mass quality classification results is improved.

rock mass quality classification  /  analytic hierarchy process (AHP)  /  fuzzy comprehensive evaluation (FCE)  /  D-S evidence theory  /  credibility evaluation  /  AHP-FCE model  /  multi-source information  /  conflict coefficient  /  credibility weighting model
徐晶, 江成玉, 赵梓安, 陈胜伦, 张黎明, 王沉, 吉建华. 融合多源信息的岩体质量分级可信度评估方法. 矿冶工程杂志, 2026 , 46 (4) : 36 -45 . DOI: 10.3969/j.issn.0253-6099.2026.04.005
Jing XU, Chengyu JIANG, Zi'an ZHAO, Shenglun CHEN, Liming ZHANG, Chen WANG, Jianhua JI. A Credibility Evaluation Method for Rock Mass Quality Classification Integrating Multi-source Information[J]. Mining and Metallurgical Engineering, 2026 , 46 (4) : 36 -45 . DOI: 10.3969/j.issn.0253-6099.2026.04.005
  • 国家自然科学基金(52364010)
  • 贵州省科技厅创新人才团队建设项目(黔科合人才CXTD〔2025〕011)
  • 贵州省科技支撑计划项目(黔科合支撑〔2025〕一般069)
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doi: 10.3969/j.issn.0253-6099.2026.04.005
  • 接收时间:2026-04-15
  • 首发时间:2026-10-08
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  • 收稿日期:2026-04-15
基金
国家自然科学基金(52364010)
贵州省科技厅创新人才团队建设项目(黔科合人才CXTD〔2025〕011)
贵州省科技支撑计划项目(黔科合支撑〔2025〕一般069)
作者信息
    1.贵州大学 矿业学院,贵州 贵阳 550025
    2.贵州省政立矿业有限公司,贵州 贵阳 550300
    3.瓮福(集团)有限责任公司,贵州 贵阳 550002
    4.贵阳信息科技学院,贵州 贵阳 550025

通讯作者:

江成玉(1980—),男,贵州贵阳人,硕士,副教授,硕士研究生导师,主要从事巷道围岩控制方面的研究。E-mail:
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Number of
species
占总种数比例
Percentage of
total species (%)
属
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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