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Improved empirical hard rock pillar strength predictions using unconfined compressive strength as a proxy for brittleness
Pillars are a critical component of underground mining systems, and for this reason, pillar mechanics has historically been a major topic of rock mechanics research. In the late 20th century, many empirical studies on hard rock pillar strength were conducted, culminating in the development of a pill...
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Published in: | International journal of rock mechanics and mining sciences (Oxford, England : 1997) England : 1997), 2021-12, Vol.148, p.104934, Article 104934 |
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description | Pillars are a critical component of underground mining systems, and for this reason, pillar mechanics has historically been a major topic of rock mechanics research. In the late 20th century, many empirical studies on hard rock pillar strength were conducted, culminating in the development of a pillar strength formula by Lunder & Pakalnis( Lunder and Pakalnis, 1997) 1 based on a large database of pillar cases with different performance outcomes. In this study, we re-evaluate this database with the benefit of an improved understanding of hard rock pillar mechanics based on recent findings in the literature. Specifically, pillar strength can be governed by spalling-dominated, shear-dominated, or transitional failure mechanisms depending on pillar W/H (and associated confining stress conditions). Based on this, we identify that the W/H ratios at which these transitions in strength trends occur vary as a function of brittleness, which can be approximated using the unconfined compressive strength (UCS). In contrast to existing empirical hard rock pillar strength models, this implies a non-linear relation between pillar strength and UCS. We then develop and compare a series of models that account for this behavior against the empirical database compiled by Lunder & Pakalnis( Lunder and Pakalnis, 1997) .11 Our final model is shown to be both more accurate and more conservative than that of Lunder & Pakalnis( Lunder and Pakalnis, 1997) ,11 while still requiring the same basic input parameters (UCS and W/H); specifically, our model accurately classifies 98.4% of “Stable” and “Failed” cases within the database, as compared to 90.6% for the Lunder & Pakalnis( Lunder and Pakalnis, 1997) 1 model. |
doi_str_mv | 10.1016/j.ijrmms.2021.104934 |
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In the late 20th century, many empirical studies on hard rock pillar strength were conducted, culminating in the development of a pillar strength formula by Lunder & Pakalnis( Lunder and Pakalnis, 1997) 1 based on a large database of pillar cases with different performance outcomes. In this study, we re-evaluate this database with the benefit of an improved understanding of hard rock pillar mechanics based on recent findings in the literature. Specifically, pillar strength can be governed by spalling-dominated, shear-dominated, or transitional failure mechanisms depending on pillar W/H (and associated confining stress conditions). Based on this, we identify that the W/H ratios at which these transitions in strength trends occur vary as a function of brittleness, which can be approximated using the unconfined compressive strength (UCS). In contrast to existing empirical hard rock pillar strength models, this implies a non-linear relation between pillar strength and UCS. We then develop and compare a series of models that account for this behavior against the empirical database compiled by Lunder & Pakalnis( Lunder and Pakalnis, 1997) .11 Our final model is shown to be both more accurate and more conservative than that of Lunder & Pakalnis( Lunder and Pakalnis, 1997) ,11 while still requiring the same basic input parameters (UCS and W/H); specifically, our model accurately classifies 98.4% of “Stable” and “Failed” cases within the database, as compared to 90.6% for the Lunder & Pakalnis( Lunder and Pakalnis, 1997) 1 model.</description><identifier>ISSN: 1365-1609</identifier><identifier>EISSN: 1873-4545</identifier><identifier>DOI: 10.1016/j.ijrmms.2021.104934</identifier><language>eng</language><publisher>Berlin: Elsevier Ltd</publisher><subject>Brittleness ; Compressive strength ; Critical components ; Ductile-brittle transition ; Empirical database ; Failure mechanisms ; Hard rock ; Mechanics ; Pillar strength ; Rock brittleness ; Rock mechanics ; Rocks ; Spalling ; Underground mining</subject><ispartof>International journal of rock mechanics and mining sciences (Oxford, England : 1997), 2021-12, Vol.148, p.104934, Article 104934</ispartof><rights>2021 Elsevier Ltd</rights><rights>Copyright Elsevier BV Dec 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a357t-3fad02ec2271730c3439d12b5497c9bbc9c8463250c03fd43f661e130958fcdc3</citedby><cites>FETCH-LOGICAL-a357t-3fad02ec2271730c3439d12b5497c9bbc9c8463250c03fd43f661e130958fcdc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Walton, G.</creatorcontrib><creatorcontrib>Sinha, S.</creatorcontrib><title>Improved empirical hard rock pillar strength predictions using unconfined compressive strength as a proxy for brittleness</title><title>International journal of rock mechanics and mining sciences (Oxford, England : 1997)</title><description>Pillars are a critical component of underground mining systems, and for this reason, pillar mechanics has historically been a major topic of rock mechanics research. In the late 20th century, many empirical studies on hard rock pillar strength were conducted, culminating in the development of a pillar strength formula by Lunder & Pakalnis( Lunder and Pakalnis, 1997) 1 based on a large database of pillar cases with different performance outcomes. In this study, we re-evaluate this database with the benefit of an improved understanding of hard rock pillar mechanics based on recent findings in the literature. Specifically, pillar strength can be governed by spalling-dominated, shear-dominated, or transitional failure mechanisms depending on pillar W/H (and associated confining stress conditions). Based on this, we identify that the W/H ratios at which these transitions in strength trends occur vary as a function of brittleness, which can be approximated using the unconfined compressive strength (UCS). In contrast to existing empirical hard rock pillar strength models, this implies a non-linear relation between pillar strength and UCS. We then develop and compare a series of models that account for this behavior against the empirical database compiled by Lunder & Pakalnis( Lunder and Pakalnis, 1997) .11 Our final model is shown to be both more accurate and more conservative than that of Lunder & Pakalnis( Lunder and Pakalnis, 1997) ,11 while still requiring the same basic input parameters (UCS and W/H); specifically, our model accurately classifies 98.4% of “Stable” and “Failed” cases within the database, as compared to 90.6% for the Lunder & Pakalnis( Lunder and Pakalnis, 1997) 1 model.</description><subject>Brittleness</subject><subject>Compressive strength</subject><subject>Critical components</subject><subject>Ductile-brittle transition</subject><subject>Empirical database</subject><subject>Failure mechanisms</subject><subject>Hard rock</subject><subject>Mechanics</subject><subject>Pillar strength</subject><subject>Rock brittleness</subject><subject>Rock mechanics</subject><subject>Rocks</subject><subject>Spalling</subject><subject>Underground mining</subject><issn>1365-1609</issn><issn>1873-4545</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kE1Lw0AQhoMoWD_-gYcFz6n7lU1zEaT4USh40fOynWzajclunE2L_feuRPDmaYbhfd-ZebLshtE5o0zdtXPXYt_HOaecpZGshDzJZmxRilwWsjhNvVBFzhStzrOLGFtKqeKqnGXHVT9gONia2H5w6MB0ZGewJhjggwyu6wySOKL123FHBrS1g9EFH8k-Or8lew_BN86nAAgpysboDvbPYSIxyRa-jqQJSDboxrGzPsmusrPGdNFe_9bL7P3p8W35kq9fn1fLh3VuRFGOuWhMTbkFzktWCgpCiqpmfFPIqoRqs4EKFlIJXlCgoqmlaJRilglaFYsGahCX2e2Um6743Ns46jbs0aeVmisuZMErRpNKTirAECPaRg_oeoNHzaj-gaxbPUHWP5D1BDnZ7iebTR8cnEUdwVkPCRNaGHUd3P8B38FiifM</recordid><startdate>202112</startdate><enddate>202112</enddate><creator>Walton, G.</creator><creator>Sinha, S.</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>KR7</scope></search><sort><creationdate>202112</creationdate><title>Improved empirical hard rock pillar strength predictions using unconfined compressive strength as a proxy for brittleness</title><author>Walton, G. ; Sinha, S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a357t-3fad02ec2271730c3439d12b5497c9bbc9c8463250c03fd43f661e130958fcdc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Brittleness</topic><topic>Compressive strength</topic><topic>Critical components</topic><topic>Ductile-brittle transition</topic><topic>Empirical database</topic><topic>Failure mechanisms</topic><topic>Hard rock</topic><topic>Mechanics</topic><topic>Pillar strength</topic><topic>Rock brittleness</topic><topic>Rock mechanics</topic><topic>Rocks</topic><topic>Spalling</topic><topic>Underground mining</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Walton, G.</creatorcontrib><creatorcontrib>Sinha, S.</creatorcontrib><collection>CrossRef</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><jtitle>International journal of rock mechanics and mining sciences (Oxford, England : 1997)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Walton, G.</au><au>Sinha, S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Improved empirical hard rock pillar strength predictions using unconfined compressive strength as a proxy for brittleness</atitle><jtitle>International journal of rock mechanics and mining sciences (Oxford, England : 1997)</jtitle><date>2021-12</date><risdate>2021</risdate><volume>148</volume><spage>104934</spage><pages>104934-</pages><artnum>104934</artnum><issn>1365-1609</issn><eissn>1873-4545</eissn><abstract>Pillars are a critical component of underground mining systems, and for this reason, pillar mechanics has historically been a major topic of rock mechanics research. In the late 20th century, many empirical studies on hard rock pillar strength were conducted, culminating in the development of a pillar strength formula by Lunder & Pakalnis( Lunder and Pakalnis, 1997) 1 based on a large database of pillar cases with different performance outcomes. In this study, we re-evaluate this database with the benefit of an improved understanding of hard rock pillar mechanics based on recent findings in the literature. Specifically, pillar strength can be governed by spalling-dominated, shear-dominated, or transitional failure mechanisms depending on pillar W/H (and associated confining stress conditions). Based on this, we identify that the W/H ratios at which these transitions in strength trends occur vary as a function of brittleness, which can be approximated using the unconfined compressive strength (UCS). In contrast to existing empirical hard rock pillar strength models, this implies a non-linear relation between pillar strength and UCS. We then develop and compare a series of models that account for this behavior against the empirical database compiled by Lunder & Pakalnis( Lunder and Pakalnis, 1997) .11 Our final model is shown to be both more accurate and more conservative than that of Lunder & Pakalnis( Lunder and Pakalnis, 1997) ,11 while still requiring the same basic input parameters (UCS and W/H); specifically, our model accurately classifies 98.4% of “Stable” and “Failed” cases within the database, as compared to 90.6% for the Lunder & Pakalnis( Lunder and Pakalnis, 1997) 1 model.</abstract><cop>Berlin</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.ijrmms.2021.104934</doi></addata></record> |
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subjects | Brittleness Compressive strength Critical components Ductile-brittle transition Empirical database Failure mechanisms Hard rock Mechanics Pillar strength Rock brittleness Rock mechanics Rocks Spalling Underground mining |
title | Improved empirical hard rock pillar strength predictions using unconfined compressive strength as a proxy for brittleness |
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