{"title":"Dependence of Drillability Parameters on Engineering Properties of Selected Rocks from Pakistan","authors":"M. Z. Abu Bakar, Y. Majeed","doi":"10.1134/s1062739124010101","DOIUrl":null,"url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Abstract</h3><p>In this study, the rock drillability tests, as well as a comprehensive set of physical and mechanical rock property tests were performed on rock units selected from various localities of Pakistan. Petrography of included rock samples was also conducted for the computation of geotechnical wear indices including Schimazek’s F-value, rock abrasivity index and the Vickers hardness number for rocks. Initially univariate regression analysis was performed to check the dependence of drillability parameters on physico-mechanical properties and rock wear indices. Significant correlations of drillability parameters with uniaxial compressive strength were found. Similarly, Sievers’ J-value and drilling rate index showed considerable dependence on Schimazek’s F-value. In the next step, multivariate linear regression models of Sievers’ J-value, brittleness value and drilling rate index, based on physical, mechanical and petrographical rock parameters were developed. Finally, the predictability of proposed multiple regression models was validated by employing the statistical performance indices</p>","PeriodicalId":16358,"journal":{"name":"Journal of Mining Science","volume":"223 1","pages":""},"PeriodicalIF":0.7000,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Mining Science","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1134/s1062739124010101","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MINING & MINERAL PROCESSING","Score":null,"Total":0}
引用次数: 0
Abstract
In this study, the rock drillability tests, as well as a comprehensive set of physical and mechanical rock property tests were performed on rock units selected from various localities of Pakistan. Petrography of included rock samples was also conducted for the computation of geotechnical wear indices including Schimazek’s F-value, rock abrasivity index and the Vickers hardness number for rocks. Initially univariate regression analysis was performed to check the dependence of drillability parameters on physico-mechanical properties and rock wear indices. Significant correlations of drillability parameters with uniaxial compressive strength were found. Similarly, Sievers’ J-value and drilling rate index showed considerable dependence on Schimazek’s F-value. In the next step, multivariate linear regression models of Sievers’ J-value, brittleness value and drilling rate index, based on physical, mechanical and petrographical rock parameters were developed. Finally, the predictability of proposed multiple regression models was validated by employing the statistical performance indices
期刊介绍：
The Journal reflects the current trends of development in fundamental and applied mining sciences. It publishes original articles on geomechanics and geoinformation science, investigation of relationships between global geodynamic processes and man-induced disasters, physical and mathematical modeling of rheological and wave processes in multiphase structural geological media, rock failure, analysis and synthesis of mechanisms, automatic machines, and robots, science of mining machines, creation of resource-saving and ecologically safe technologies of mineral mining, mine aerology and mine thermal physics, coal seam degassing, mechanisms for origination of spontaneous fires and methods for their extinction, mineral dressing, and bowel exploitation.
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