首页 > 最新文献

Journal of The South African Institute of Mining and Metallurgy最新文献

英文 中文
Spontaneous combustion of carbonaceous shale at an iron ore mine, South Africa 南非铁矿的碳质页岩自燃
IF 0.9 4区 材料科学 Q3 Materials Science Pub Date : 2023-01-01 DOI: 10.17159/2411-9717/2806/2023
C. Gous, B. Genc
Spontaneous combustion during coal mining operations is a major problem that affects the health and safety of workers and causes environmental problems. The phenomenon is associated with the presence of coal, coal shale, and pyrite. In 2020, a premature detonation incident occurred at an iron ore mine where the waste material contains black carbonaceous shale units known to be associated with pyrite. The spontaneous combustion propensity and properties of samples of the black carbonaceous shales from the mine were examined and compared with samples from the Witbank Coalfield. The spontaneous combustion liability indexes of these samples were correlated with X-ray fluorescence (XRF) and proximate and ultimate analyses using linear regression. The Wits-Ehac Index classification results show that the samples were between medium and high risk. The linear regression analysis showed very poor correlations between the Wits-Ehac Index results and the XRF and proximate and ultimate results. The most valuable relationship found is between the presence of relatively high sulphur (greater than 3%) and ground reactivity with nitrate-bearing explosive emulsion. Keywords: coal, spontaneous combustion, carbonaceous shale, linear regression, premature detonation, iron ore mine.
煤矿开采过程中的自燃是影响工人健康和安全并造成环境问题的主要问题。这种现象与煤、煤页岩和黄铁矿的存在有关。2020年,一个铁矿发生了过早爆炸事件,其中的废料含有已知与黄铁矿有关的黑色碳质页岩单位。研究了该矿黑炭质页岩样品的自燃倾向和性质,并与Witbank煤田样品进行了比较。这些样品的自燃倾向性指数与x射线荧光(XRF)和近似和最终线性回归分析相关。Wits-Ehac指数分类结果表明,样本处于中高风险之间。线性回归分析显示,Wits-Ehac指数结果与XRF、近似值和最终值之间的相关性非常差。发现的最有价值的关系是相对高硫(大于3%)的存在与含硝酸盐炸药乳剂的地面反应性之间的关系。关键词:煤,自燃,碳质页岩,线性回归,早爆震,铁矿
{"title":"Spontaneous combustion of carbonaceous shale at an iron ore mine, South Africa","authors":"C. Gous, B. Genc","doi":"10.17159/2411-9717/2806/2023","DOIUrl":"https://doi.org/10.17159/2411-9717/2806/2023","url":null,"abstract":"Spontaneous combustion during coal mining operations is a major problem that affects the health and safety of workers and causes environmental problems. The phenomenon is associated with the presence of coal, coal shale, and pyrite. In 2020, a premature detonation incident occurred at an iron ore mine where the waste material contains black carbonaceous shale units known to be associated with pyrite. The spontaneous combustion propensity and properties of samples of the black carbonaceous shales from the mine were examined and compared with samples from the Witbank Coalfield. The spontaneous combustion liability indexes of these samples were correlated with X-ray fluorescence (XRF) and proximate and ultimate analyses using linear regression. The Wits-Ehac Index classification results show that the samples were between medium and high risk. The linear regression analysis showed very poor correlations between the Wits-Ehac Index results and the XRF and proximate and ultimate results. The most valuable relationship found is between the presence of relatively high sulphur (greater than 3%) and ground reactivity with nitrate-bearing explosive emulsion. Keywords: coal, spontaneous combustion, carbonaceous shale, linear regression, premature detonation, iron ore mine.","PeriodicalId":17492,"journal":{"name":"Journal of The South African Institute of Mining and Metallurgy","volume":"1 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67488248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Managing geotechnical uncertainty and risk in mining 管理采矿中的岩土不确定性和风险
4区 材料科学 Q3 Materials Science Pub Date : 2023-01-01 DOI: 10.17159/2411-9717/v9n2/2023
W.C. Joughin
The science of soil mechanics is 100 years old, and rock mechanics is about 80 years old. While methods of analysis and design have been developed and have evolved over time, these are relatively young sciences. The rapid increases in computing power and new technologies have enabled more sophisticated modelling and monitoring. However, there are still many aspects of soil and rock mechanics that are not well understood. Geotechnical failures, which have major consequences, still occur. These consequences may include environmental damage, major production holdups and associated loss of revenue, damage to infrastructure, and loss of life. High-consequence events, which are rare, are more difficult to anticipate and to design for, because by their nature they involve extraordinary circumstances or conditions, often geological in nature. The risks are usually mitigated by conservative designs and monitoring. Detailed geotechnical investigations help us to understand the natural variability of soil and rock masses and identify unusual or unexpected conditions. Investigating and researching major geotechnical failures is essential to enable these unusual circumstances to be anticipated. In the past, severe unanticipated events may have been treated as natural events or 'acts of God'. However, society now has much greater expectations and it is essential to have policies and procedures in place that enable appropriate management of these rare, high-consequence risks. A good example is the Global Industry Standard on Tailings Management (GISTM), which was introduced after the catastrophic dam collapse at Vale's Corrego de Feijao mine in Brumadinho, Brazil. The address will explain the concepts of uncertainty and variability, and how they should be taken into account in geotechnical design. The challenges facing geotechnical engineers, mine owners, and managers will be discussed. referencing a number of real case studies. Keywords: uncertainty, variability, risk, consequences, environmental, social, production, revenue, damage, geotechnical, soil mechanics, rock mechanics, design, mine layouts, GISTM, tailings dam, pillar, failure, mechanism, model, seismic, rockburst.
土力学已有100年的历史,岩石力学也有大约80年的历史。虽然分析和设计的方法已经发展并随着时间的推移而演变,但这些都是相对年轻的科学。计算能力和新技术的快速增长使更复杂的建模和监测成为可能。然而,岩土力学的许多方面仍未得到很好的理解。造成重大后果的岩土工程失效仍然时有发生。这些后果可能包括环境破坏、主要生产停顿和相关的收入损失、基础设施破坏和生命损失。罕见的高后果事件更难以预测和设计,因为它们本质上涉及特殊的环境或条件,通常是地质性质的。风险通常通过保守的设计和监控来减轻。详细的岩土工程调查有助于我们了解土壤和岩体的自然变异性,并识别不寻常或意外的情况。调查和研究主要岩土工程故障对于预测这些异常情况至关重要。在过去,严重的意外事件可能被视为自然事件或“上帝的行为”。然而,社会现在有了更高的期望,必须制定政策和程序,以便对这些罕见的、后果严重的风险进行适当的管理。全球尾矿管理行业标准(GISTM)就是一个很好的例子,该标准是在巴西布鲁马迪尼奥淡水河谷Corrego de Feijao矿山发生灾难性大坝坍塌后引入的。演讲将解释不确定性和可变性的概念,以及如何在岩土工程设计中考虑到它们。岩土工程师、矿主和管理者面临的挑战将被讨论。引用了一些真实案例研究。关键词:不确定性、变异性、风险、后果、环境、社会、生产、收益、损害、岩土、土力学、岩石力学、设计、矿山布局、gis、尾矿坝、矿柱、破坏、机制、模型、地震、岩爆。
{"title":"Managing geotechnical uncertainty and risk in mining","authors":"W.C. Joughin","doi":"10.17159/2411-9717/v9n2/2023","DOIUrl":"https://doi.org/10.17159/2411-9717/v9n2/2023","url":null,"abstract":"The science of soil mechanics is 100 years old, and rock mechanics is about 80 years old. While methods of analysis and design have been developed and have evolved over time, these are relatively young sciences. The rapid increases in computing power and new technologies have enabled more sophisticated modelling and monitoring. However, there are still many aspects of soil and rock mechanics that are not well understood. Geotechnical failures, which have major consequences, still occur. These consequences may include environmental damage, major production holdups and associated loss of revenue, damage to infrastructure, and loss of life. High-consequence events, which are rare, are more difficult to anticipate and to design for, because by their nature they involve extraordinary circumstances or conditions, often geological in nature. The risks are usually mitigated by conservative designs and monitoring. Detailed geotechnical investigations help us to understand the natural variability of soil and rock masses and identify unusual or unexpected conditions. Investigating and researching major geotechnical failures is essential to enable these unusual circumstances to be anticipated. In the past, severe unanticipated events may have been treated as natural events or 'acts of God'. However, society now has much greater expectations and it is essential to have policies and procedures in place that enable appropriate management of these rare, high-consequence risks. A good example is the Global Industry Standard on Tailings Management (GISTM), which was introduced after the catastrophic dam collapse at Vale's Corrego de Feijao mine in Brumadinho, Brazil. The address will explain the concepts of uncertainty and variability, and how they should be taken into account in geotechnical design. The challenges facing geotechnical engineers, mine owners, and managers will be discussed. referencing a number of real case studies. Keywords: uncertainty, variability, risk, consequences, environmental, social, production, revenue, damage, geotechnical, soil mechanics, rock mechanics, design, mine layouts, GISTM, tailings dam, pillar, failure, mechanism, model, seismic, rockburst.","PeriodicalId":17492,"journal":{"name":"Journal of The South African Institute of Mining and Metallurgy","volume":"139 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135710034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing coal mine closures and mining community profiles for the just transition' in South Africa 评估南非煤矿关闭和矿业社区的“公正过渡”概况
IF 0.9 4区 材料科学 Q3 Materials Science Pub Date : 2023-01-01 DOI: 10.17159/2411-9717/2689/2023
MJ Cole, M. Mthenjane, AT van ZyP
Growing global concern over the impacts of climate change, attributable largely to fossil fuel energy sources, has led to the widely shared goal for a 'just transition' to cleaner energy and reduced dependence on carbon-based fuels. As the world's 14th biggest CO2 emitter and being particularly vulnerable to the impacts of climate change, South Africa must embark on a just transition pathway. This paper reviews expected coal mine closures and associated community vulnerabilities and local governance challenges in South Africa. Decommissioning schedules for all coal-fired power stations and operating coal mines are plotted, and 69 mining host communities and 21 municipalities are mapped, classified, and described. Community socio-economic profiles are measured using a set of SDG indicators and census data and municipalities assessed through financial audits. Our research shows that five coal-fired power plants (8.9 GW) and 15 coal mines (29.5 Mt/a) willprobably close by 2030, and a further four plants (14 GW) and 23 mines (106 Mt/a) by 2040. Thus, the shift to cleaner energy will likely occur without the premature closures implied by the just transition. The impact of mine closure on the 2.5 million residents of host communities will be significant, particularly as levels of income, employment, and education are already very low and many municipalities are in financial distress. The South African approach to the just transition needs to take local realities into account and the narrative must support an effective transition that does not undermine energy security and economic growth. Keywords: just transition, South Africa, coal mining, mining communities, energy, mine closure
全球对主要由化石燃料能源引起的气候变化影响的日益关注,导致了向清洁能源的“公正过渡”和减少对碳基燃料的依赖这一广泛共享的目标。作为世界第14大二氧化碳排放国,南非特别容易受到气候变化的影响,必须走上一条公正的过渡道路。本文回顾了南非预期的煤矿关闭以及相关的社区脆弱性和地方治理挑战。绘制了所有燃煤发电站和正在运营的煤矿的退役时间表,并绘制了69个采矿东道社区和21个市镇的地图、分类和描述。社区社会经济状况是通过一套可持续发展目标指标和人口普查数据来衡量的,通过财务审计对城市进行评估。我们的研究表明,到2030年,5座燃煤电厂(8.9吉瓦)和15座煤矿(2950万吨/年)可能会关闭,到2040年,还有4座电厂(14吉瓦)和23座煤矿(1.06亿吨/年)将关闭。因此,向清洁能源的转变很可能会发生,而不会出现过渡所暗示的过早关闭。矿山关闭对东道社区250万居民的影响将是巨大的,特别是在收入、就业和教育水平已经很低,许多市政当局处于财政困境的情况下。南非对公正过渡的做法需要考虑到当地的现实,叙述必须支持一种不破坏能源安全和经济增长的有效过渡。关键词:刚刚转型,南非,煤矿开采,矿业社区,能源,煤矿关闭
{"title":"Assessing coal mine closures and mining community profiles for the just transition' in South Africa","authors":"MJ Cole, M. Mthenjane, AT van ZyP","doi":"10.17159/2411-9717/2689/2023","DOIUrl":"https://doi.org/10.17159/2411-9717/2689/2023","url":null,"abstract":"Growing global concern over the impacts of climate change, attributable largely to fossil fuel energy sources, has led to the widely shared goal for a 'just transition' to cleaner energy and reduced dependence on carbon-based fuels. As the world's 14th biggest CO2 emitter and being particularly vulnerable to the impacts of climate change, South Africa must embark on a just transition pathway. This paper reviews expected coal mine closures and associated community vulnerabilities and local governance challenges in South Africa. Decommissioning schedules for all coal-fired power stations and operating coal mines are plotted, and 69 mining host communities and 21 municipalities are mapped, classified, and described. Community socio-economic profiles are measured using a set of SDG indicators and census data and municipalities assessed through financial audits. Our research shows that five coal-fired power plants (8.9 GW) and 15 coal mines (29.5 Mt/a) willprobably close by 2030, and a further four plants (14 GW) and 23 mines (106 Mt/a) by 2040. Thus, the shift to cleaner energy will likely occur without the premature closures implied by the just transition. The impact of mine closure on the 2.5 million residents of host communities will be significant, particularly as levels of income, employment, and education are already very low and many municipalities are in financial distress. The South African approach to the just transition needs to take local realities into account and the narrative must support an effective transition that does not undermine energy security and economic growth. Keywords: just transition, South Africa, coal mining, mining communities, energy, mine closure","PeriodicalId":17492,"journal":{"name":"Journal of The South African Institute of Mining and Metallurgy","volume":"1 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67488190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Predicting open stope performance at an octree resolution using multivariate models 利用多变量模型以八叉树分辨率预测空场性能
IF 0.9 4区 材料科学 Q3 Materials Science Pub Date : 2023-01-01 DOI: 10.17159/2411-9717/2770/2023
B. McFadyen, M. Grenon, K. Woodward, Y. Potvin
Open stoping has become a popular mining method in hard rock mines, not only due to the safety of the method as a non-entry approach, but also because of the high extraction rate and low costs. At mine sites, stope performance is evaluated by calculating stope overbreak using the stability chart. However, limitations of the stability chart regarding the precision of the predictions, non-consideration of factors such as the influence of blasting, and the exclusion of underbreak have led to non-optimal designs. The capabilities of today's computers have increased the amount of data being collected and the power of models being built. This article presents a step towards a new stope design approach where stope overbreak and underbreak are measured and georeferenced using octrees at an approximately cubic metre resolution and predicted using multivariate statistical models (partial least square, linear discriminant analysis, and random forest). Results show that overbreak and underbreak location along the design surface and their magnitude are predicted with good precision using a random forest model. These predictions are used to build the expected geometry of the open stope. The resolution of the data and the use of multivariate analysis has enabled the prediction of variation in stope performance along the design surface, going well beyond the simple qualitative per stope face prediction provided by a traditional stability chart approach. Keywords: stope design, stope reconciliation, overbreak, underbreak, multivariate, prediction, random forest.
空场采矿已成为硬岩矿山的一种流行的采矿方法,不仅因为该方法作为一种非进场方法的安全性,而且还因为提取率高,成本低。在矿山现场,利用稳定性图计算采场超冲来评价采场性能。然而,稳定性图在预测精度方面的局限性,以及未考虑爆破影响等因素,以及未考虑底溃等因素,导致了非最优设计。当今计算机的功能增加了收集的数据量和建立模型的能力。本文提出了一种新的采场设计方法,使用八叉树以大约立方米的分辨率测量采场的上落和下落,并使用多元统计模型(偏最小二乘法、线性判别分析和随机森林)进行预测。结果表明,利用随机森林模型可以较好地预测设计面上的过断和下断位置及其大小。这些预测用于建立露天采场的预期几何形状。数据的分辨率和多变量分析的使用使得沿着设计面预测采场性能的变化成为可能,远远超出了传统稳定性图方法提供的简单的每个采场面定性预测。关键词:采场设计,采场协调,上冲,下冲,多元,预测,随机森林。
{"title":"Predicting open stope performance at an octree resolution using multivariate models","authors":"B. McFadyen, M. Grenon, K. Woodward, Y. Potvin","doi":"10.17159/2411-9717/2770/2023","DOIUrl":"https://doi.org/10.17159/2411-9717/2770/2023","url":null,"abstract":"Open stoping has become a popular mining method in hard rock mines, not only due to the safety of the method as a non-entry approach, but also because of the high extraction rate and low costs. At mine sites, stope performance is evaluated by calculating stope overbreak using the stability chart. However, limitations of the stability chart regarding the precision of the predictions, non-consideration of factors such as the influence of blasting, and the exclusion of underbreak have led to non-optimal designs. The capabilities of today's computers have increased the amount of data being collected and the power of models being built. This article presents a step towards a new stope design approach where stope overbreak and underbreak are measured and georeferenced using octrees at an approximately cubic metre resolution and predicted using multivariate statistical models (partial least square, linear discriminant analysis, and random forest). Results show that overbreak and underbreak location along the design surface and their magnitude are predicted with good precision using a random forest model. These predictions are used to build the expected geometry of the open stope. The resolution of the data and the use of multivariate analysis has enabled the prediction of variation in stope performance along the design surface, going well beyond the simple qualitative per stope face prediction provided by a traditional stability chart approach. Keywords: stope design, stope reconciliation, overbreak, underbreak, multivariate, prediction, random forest.","PeriodicalId":17492,"journal":{"name":"Journal of The South African Institute of Mining and Metallurgy","volume":"1 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67488209","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dependence of solar reflector soiling on location relative to a ferromanganese smelter 某锰铁冶炼厂太阳反射面污染与位置的关系
IF 0.9 4区 材料科学 Q3 Materials Science Pub Date : 2023-01-01 DOI: 10.17159/2411-9717/2021/2023
M. A. Swart1, L. Hockaday3, Q. G. Reynolds1, K. J. Craig2, M. A. Swart, 0000-0002-5145-6273L. Hockaday
A solar reflector soiling study was carried out at a ferromanganese smelter in South Africa to assess the soiling rates at different locations around the plant. Several meteorological parameters were monitored to give insight into the conditions that lead to increased soiling. Mineralogical characterization of dust samples collected from the reflectors and the atmosphere revealed that only a certain size fraction is of importance with regard to soiling, and that the dust can be attributed to both raw materials and smelter products. Proximity to the dust source was the primary driver for increased soiling. The site that experienced the most soiling was very close to raw material heaps; this was deemed an outlier and was excluded from the summary statistics. The secondary driver for increased soiling was location relative to the smelter dust sources and the wind's direction and speed. The reflector set at the best location experienced 13.1% less soiling than the set at the 'worst' (but still feasible) location, represented by an averaged mean daily reflectance loss of 0.0186. The study revealed that while there are periods of intense soiling at this particular site, proper planning of reflector location in relation to the smelter dust sources can significantly mitigate the soiling rate. Keywords: Heliostat soiling, energy-intensive industry (EII), solar thermal process heat, concentrating solar thermal (CST).
在南非的一家锰铁冶炼厂进行了一项太阳能反射器污染研究,以评估工厂周围不同地点的污染率。对几个气象参数进行了监测,以深入了解导致污染增加的条件。从反射器和大气中收集的粉尘样品的矿物学特征表明,只有一定大小的部分对污染有重要影响,粉尘可归因于原材料和冶炼厂产品。靠近粉尘源是导致污染增加的主要原因。污染最严重的地点离原料堆很近;这被认为是一个异常值,被排除在汇总统计之外。第二驱动因素是相对于冶炼厂粉尘源的位置以及风向和风速。最佳位置的反射器组比“最差”(但仍然可行)位置的反射器组少了13.1%的污染,平均每日反射损失为0.0186。研究表明,虽然在这一特定地点有严重污染的时期,但与冶炼厂粉尘源有关的反射器位置的适当规划可以显著减轻污染率。关键词:定日镜污染,能源密集型工业(EII),太阳热过程热,聚光太阳能热(CST)
{"title":"Dependence of solar reflector soiling on location relative to a ferromanganese smelter","authors":"M. A. Swart1, L. Hockaday3, Q. G. Reynolds1, K. J. Craig2, M. A. Swart, 0000-0002-5145-6273L. Hockaday","doi":"10.17159/2411-9717/2021/2023","DOIUrl":"https://doi.org/10.17159/2411-9717/2021/2023","url":null,"abstract":"A solar reflector soiling study was carried out at a ferromanganese smelter in South Africa to assess the soiling rates at different locations around the plant. Several meteorological parameters were monitored to give insight into the conditions that lead to increased soiling. Mineralogical characterization of dust samples collected from the reflectors and the atmosphere revealed that only a certain size fraction is of importance with regard to soiling, and that the dust can be attributed to both raw materials and smelter products. Proximity to the dust source was the primary driver for increased soiling. The site that experienced the most soiling was very close to raw material heaps; this was deemed an outlier and was excluded from the summary statistics. The secondary driver for increased soiling was location relative to the smelter dust sources and the wind's direction and speed. The reflector set at the best location experienced 13.1% less soiling than the set at the 'worst' (but still feasible) location, represented by an averaged mean daily reflectance loss of 0.0186. The study revealed that while there are periods of intense soiling at this particular site, proper planning of reflector location in relation to the smelter dust sources can significantly mitigate the soiling rate. Keywords: Heliostat soiling, energy-intensive industry (EII), solar thermal process heat, concentrating solar thermal (CST).","PeriodicalId":17492,"journal":{"name":"Journal of The South African Institute of Mining and Metallurgy","volume":"1 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67488088","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Stability evaluation of room-and-pillar rock salt mines by using a flat jack technique - A case study 用平顶技术评价室柱岩盐矿山的稳定性——以实例为例
IF 0.9 4区 材料科学 Q3 Materials Science Pub Date : 2023-01-01 DOI: 10.17159/2411-9717/1872/2023
Y. Majeed, N. Abbas, M. Z. Emad
Room-and-pillar mining is commonly employed for the extraction of rock salt in underground mines. Pillar stress is a major concern in these mines as it is directly related to stability and mineral recovery. In this study a flat jack method was used to measure pillar stresses in three underground rock salt mines in Pakistan. The field work included determination of in-situ stress, in-situ elastic modulus, recording of field variables (pillar length and width, height and width of opening, opening width to height ratio, extraction ratio, and overburden height) and collection of salt block samples. The geomechanical properties of rock salt (uniaxial compressive strength, Young's modulus, Brazilian tensile strength, and density) were also determined to estimate overburden stress, pillar strength, and factor of safety (both estimated and actual). It was found that the measured pillar stresses are proportional to the overburden stress values, with their magnitude ranging from 6.05 MPa to 11.97 Mpa, and the pillars were found to be stable. Regression analysis was performed to develop statistical models for in-situ stress and in-situ elastic modulus. Finally a quick guideline chart was developed to determine the suitable length of pillar for a given span and required level of safety. Keywords: flat jack, room-and-pillar mining, in-situ stress, factor of safety, regression analysis.
在地下矿山中,通常采用房柱法开采岩盐。矿柱应力是这些矿山的一个主要问题,因为它直接关系到矿山的稳定性和矿物的回收。本文采用平板千斤顶法对巴基斯坦三个地下岩盐矿的矿柱应力进行了测量。现场工作包括测定地应力、原位弹性模量,记录现场变量(矿柱长度和宽度、开口高度和宽度、开口宽高比、提取比、覆盖层高度),采集盐块样品。岩盐的地质力学特性(单轴抗压强度、杨氏模量、巴西抗拉强度和密度)也被确定,以估计覆盖层应力、矿柱强度和安全系数(估计和实际)。结果表明,实测矿柱应力与覆岩应力值成正比,其大小在6.05 ~ 11.97 MPa之间,矿柱处于稳定状态。通过回归分析建立了地应力和原位弹性模量的统计模型。最后编制了一个快速导向性图,以确定给定跨度和安全水平下的合适柱长。关键词:平板千斤顶,房柱开采,地应力,安全系数,回归分析
{"title":"Stability evaluation of room-and-pillar rock salt mines by using a flat jack technique - A case study","authors":"Y. Majeed, N. Abbas, M. Z. Emad","doi":"10.17159/2411-9717/1872/2023","DOIUrl":"https://doi.org/10.17159/2411-9717/1872/2023","url":null,"abstract":"Room-and-pillar mining is commonly employed for the extraction of rock salt in underground mines. Pillar stress is a major concern in these mines as it is directly related to stability and mineral recovery. In this study a flat jack method was used to measure pillar stresses in three underground rock salt mines in Pakistan. The field work included determination of in-situ stress, in-situ elastic modulus, recording of field variables (pillar length and width, height and width of opening, opening width to height ratio, extraction ratio, and overburden height) and collection of salt block samples. The geomechanical properties of rock salt (uniaxial compressive strength, Young's modulus, Brazilian tensile strength, and density) were also determined to estimate overburden stress, pillar strength, and factor of safety (both estimated and actual). It was found that the measured pillar stresses are proportional to the overburden stress values, with their magnitude ranging from 6.05 MPa to 11.97 Mpa, and the pillars were found to be stable. Regression analysis was performed to develop statistical models for in-situ stress and in-situ elastic modulus. Finally a quick guideline chart was developed to determine the suitable length of pillar for a given span and required level of safety. Keywords: flat jack, room-and-pillar mining, in-situ stress, factor of safety, regression analysis.","PeriodicalId":17492,"journal":{"name":"Journal of The South African Institute of Mining and Metallurgy","volume":"1 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67487634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
An improved pillar design methodology 一种改进的支柱设计方法
IF 0.9 4区 材料科学 Q3 Materials Science Pub Date : 2022-11-04 DOI: 10.17159/2411-9717/1983/2022
K. Jessu, A. Spearing, M. Sharifzadeh
Empirical pillar design methods are commonly used in the mining industry. The parameters within which these methods are valid are frequently unknown to the user or ignored. In addition, empirical design may not consider essential parameters such as blasting effects, orebody dip and the presence of geological structures, which all adversely affect the stability of the pillars. This can result in potentially serious pillar design strength over-estimates. Although the commonly based tributary area method is generally conservative, as the spans are seldom that large relative to the depth, failing to consider other relevant parameters can result in errors. Problems associated with an under-designed pillar can range from a local pillar collapse to a catastrophic chain reaction collapse (or run). Over-designed pillars are generally safe but reduce the extraction of the orebody, thus adversely affecting the profitability of the mining operation. We used laboratory tests and numerical modelling to understand the effects of pillar orientation, blasting and the presence of discontinuities on pillar strength. Reduction factors were developed with these models to be implemented in conjunction with the existing empirical pillar design methods. For any pillar or mine design, once it is implemented, the actual performance of the system must be checked regularly by observation and monitoring and adjusted if needed. The pillar design approach outlined in this paper can better optimize the pillar mining method by considering other generally ignored but important parameters, thus improving safety, productivity, and economic aspects.
经验矿柱设计方法在采矿业中常用。用户经常不知道或忽略这些方法有效的参数。此外,经验设计可能没有考虑爆破效果、矿体倾角和地质结构的存在等基本参数,这些参数都会对矿柱的稳定性产生不利影响。这可能导致潜在的严重支柱设计强度超出估计值。尽管常用的支流面积法通常是保守的,因为跨度相对于深度很少那么大,但如果不考虑其他相关参数,可能会导致误差。与设计不足的支柱相关的问题可能从局部支柱坍塌到灾难性连锁反应坍塌(或运行)。过度设计的矿柱通常是安全的,但会减少矿体的开采,从而对采矿作业的盈利能力产生不利影响。我们使用实验室测试和数值模拟来了解矿柱方向、爆破和不连续性对矿柱强度的影响。折减系数是用这些模型制定的,将与现有的经验支柱设计方法结合使用。对于任何矿柱或矿山设计,一旦实施,必须通过观察和监测定期检查系统的实际性能,并在需要时进行调整。本文概述的矿柱设计方法可以通过考虑其他通常被忽视但重要的参数来更好地优化矿柱开采方法,从而提高安全性、生产力和经济性。
{"title":"An improved pillar design methodology","authors":"K. Jessu, A. Spearing, M. Sharifzadeh","doi":"10.17159/2411-9717/1983/2022","DOIUrl":"https://doi.org/10.17159/2411-9717/1983/2022","url":null,"abstract":"Empirical pillar design methods are commonly used in the mining industry. The parameters within which these methods are valid are frequently unknown to the user or ignored. In addition, empirical design may not consider essential parameters such as blasting effects, orebody dip and the presence of geological structures, which all adversely affect the stability of the pillars. This can result in potentially serious pillar design strength over-estimates. Although the commonly based tributary area method is generally conservative, as the spans are seldom that large relative to the depth, failing to consider other relevant parameters can result in errors. Problems associated with an under-designed pillar can range from a local pillar collapse to a catastrophic chain reaction collapse (or run). Over-designed pillars are generally safe but reduce the extraction of the orebody, thus adversely affecting the profitability of the mining operation. We used laboratory tests and numerical modelling to understand the effects of pillar orientation, blasting and the presence of discontinuities on pillar strength. Reduction factors were developed with these models to be implemented in conjunction with the existing empirical pillar design methods. For any pillar or mine design, once it is implemented, the actual performance of the system must be checked regularly by observation and monitoring and adjusted if needed. The pillar design approach outlined in this paper can better optimize the pillar mining method by considering other generally ignored but important parameters, thus improving safety, productivity, and economic aspects.","PeriodicalId":17492,"journal":{"name":"Journal of The South African Institute of Mining and Metallurgy","volume":" ","pages":""},"PeriodicalIF":0.9,"publicationDate":"2022-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46483011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Heat-constrained modelling of calcium sulphate reduction 硫酸钙还原的热约束模型
IF 0.9 4区 材料科学 Q3 Materials Science Pub Date : 2022-11-04 DOI: 10.17159/2411-9717/1530/2022
L. A. Jordan, D. van Vuuren
A two-dimensional finite difference model has been developed to describe the reduction of kilogram quantities of dehydrated phosphogypsum. The model's scope has been limited to focus on the heat transfer and reactions that occur within a mass of material contained in a vessel inside a furnace rather than also including the effects of heat transfer to the vessel. Changes in the heat transfer properties (k, p, and Cp) are incorporated as the composition of the mass changes as the chemical reactions progress. The model is validated against experimental data, with samples heated to iooo°C at 3°C min-1 while purging with nitrogen gas. A sensitivity analysis of model predictions to the pre-exponential factor of the reaction rate constant of the main chemical reaction and the thermal conductivity of the powder bed indicated that, at the envisaged process conditions, the behaviour of the system depends much more on the rate of heat transfer than on the rate of the chemical reaction. The model demonstrated a significant increase in accuracy when the thermal conductivity was modelled to increase linearly with temperature compared to assuming a constant value.
开发了一个二维有限差分模型来描述脱水磷石膏千克数量的减少。该模型的范围被限制为关注炉内容器中所含物质的热传递和反应,而不包括热传递到容器的影响。传热特性(k、p和Cp)的变化随着化学反应的进行而随着质量组成的变化而被纳入。该模型根据实验数据进行了验证,样品在用氮气吹扫的同时,以3°C min-1的温度加热至iooo°C。模型预测对主要化学反应的反应速率常数和粉末床热导率的指数前因子的敏感性分析表明,在设想的工艺条件下,系统的行为更多地取决于传热速率,而不是化学反应速率。与假设恒定值相比,当热导率建模为随温度线性增加时,该模型的精度显著提高。
{"title":"Heat-constrained modelling of calcium sulphate reduction","authors":"L. A. Jordan, D. van Vuuren","doi":"10.17159/2411-9717/1530/2022","DOIUrl":"https://doi.org/10.17159/2411-9717/1530/2022","url":null,"abstract":"A two-dimensional finite difference model has been developed to describe the reduction of kilogram quantities of dehydrated phosphogypsum. The model's scope has been limited to focus on the heat transfer and reactions that occur within a mass of material contained in a vessel inside a furnace rather than also including the effects of heat transfer to the vessel. Changes in the heat transfer properties (k, p, and Cp) are incorporated as the composition of the mass changes as the chemical reactions progress. The model is validated against experimental data, with samples heated to iooo°C at 3°C min-1 while purging with nitrogen gas. A sensitivity analysis of model predictions to the pre-exponential factor of the reaction rate constant of the main chemical reaction and the thermal conductivity of the powder bed indicated that, at the envisaged process conditions, the behaviour of the system depends much more on the rate of heat transfer than on the rate of the chemical reaction. The model demonstrated a significant increase in accuracy when the thermal conductivity was modelled to increase linearly with temperature compared to assuming a constant value.","PeriodicalId":17492,"journal":{"name":"Journal of The South African Institute of Mining and Metallurgy","volume":" ","pages":""},"PeriodicalIF":0.9,"publicationDate":"2022-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43541498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of pre-treatment methods for gold recovery from refractory calcine tailings 从难熔煅烧尾矿中回收金的预处理方法评价
IF 0.9 4区 材料科学 Q3 Materials Science Pub Date : 2022-11-04 DOI: 10.17159/2411-9717/2070/2022
P. Mutimutema, G. Akdogan, M. Tadie
The South African gold mining industry has a legacy of abundant tailings dams, which have attracted the attention of investors because of their potential as a cheaper secondary gold resource. In this we investigate study gold recovery from a refractory calcine tailings dam. Bulk mineralogy of the tailings indicated silicates and iron oxides to be the most abundant phases. Scanning Electron Microscopy (SEM) showed gold to exist in submicrometre and micrometre sizes, as free gold, and associated with arsenic, sulphur, and silicates e.g. quartz and talc. Gold recovery by direct cyanidation was low at 17.3%. Mechanical (ultra fine grinding P80 -16µm) and chemical (alkaline, NaOH) pre-treatment and microwave roasting and microwave-assisted cyanide leaching were investigated to increase gold recoveries. Ultrafine grinding was the most effective, producing recoveries of 66.5%. NaOH pre-leaching of ultrafine milled material increased recovery to 71.5%. Alkaline pre-leaching overall increased recoveries for non-pre-treated material, making this process the most preferred because it is less costly than ultrafine grinding. Microwave roasting and microwave-assisted leaching did not achieve higher recoveries than alkaline pre-treatment or fine grinding. The investigation highlights and confirms that chemical treatment with NaOH is a powerful tool for gold extraction from refractory tailings.
南非金矿业有着丰富的尾矿坝遗产,这些尾矿坝因其作为更便宜的二次黄金资源的潜力而吸引了投资者的注意。在本研究中,我们研究了从耐火煅烧尾矿坝中回收金的方法。尾矿的本体矿物学表明硅酸盐和氧化铁是最丰富的相。扫描电子显微镜(SEM)显示,金以游离金的形式存在于亚微米和微米大小,并与砷、硫和硅酸盐(如石英和滑石)有关。直接氰化的金回收率较低,为17.3%。研究了机械(超细研磨P80-16µm)和化学(碱性,NaOH)预处理以及微波焙烧和微波辅助氰化浸出以提高金回收率。超细研磨最有效,回收率为66.5%。超细研磨材料的NaOH预浸将回收率提高到71.5%。碱性预浸总体上提高了未预处理材料的回收率,使该工艺成为最受欢迎的工艺,因为它比超细研磨成本更低。微波焙烧和微波辅助浸出没有达到比碱性预处理或细磨更高的回收率。研究强调并证实,用NaOH进行化学处理是从难选尾矿中提取金的有力工具。
{"title":"Evaluation of pre-treatment methods for gold recovery from refractory calcine tailings","authors":"P. Mutimutema, G. Akdogan, M. Tadie","doi":"10.17159/2411-9717/2070/2022","DOIUrl":"https://doi.org/10.17159/2411-9717/2070/2022","url":null,"abstract":"The South African gold mining industry has a legacy of abundant tailings dams, which have attracted the attention of investors because of their potential as a cheaper secondary gold resource. In this we investigate study gold recovery from a refractory calcine tailings dam. Bulk mineralogy of the tailings indicated silicates and iron oxides to be the most abundant phases. Scanning Electron Microscopy (SEM) showed gold to exist in submicrometre and micrometre sizes, as free gold, and associated with arsenic, sulphur, and silicates e.g. quartz and talc. Gold recovery by direct cyanidation was low at 17.3%. Mechanical (ultra fine grinding P80 -16µm) and chemical (alkaline, NaOH) pre-treatment and microwave roasting and microwave-assisted cyanide leaching were investigated to increase gold recoveries. Ultrafine grinding was the most effective, producing recoveries of 66.5%. NaOH pre-leaching of ultrafine milled material increased recovery to 71.5%. Alkaline pre-leaching overall increased recoveries for non-pre-treated material, making this process the most preferred because it is less costly than ultrafine grinding. Microwave roasting and microwave-assisted leaching did not achieve higher recoveries than alkaline pre-treatment or fine grinding. The investigation highlights and confirms that chemical treatment with NaOH is a powerful tool for gold extraction from refractory tailings.","PeriodicalId":17492,"journal":{"name":"Journal of The South African Institute of Mining and Metallurgy","volume":" ","pages":""},"PeriodicalIF":0.9,"publicationDate":"2022-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49146058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A discrete event simulation approach for mine development planning at Codelco's New Mine Level Codelco新矿区开发规划的离散事件模拟方法
IF 0.9 4区 材料科学 Q3 Materials Science Pub Date : 2022-11-04 DOI: 10.17159/2411-9717/2045/2022
I. Soto, A. Anani, E. Córdova
The new caving megaprojects that are planned to go into production in the next decade have scheduled horizontal developments at very high rates, which are difficult to achieve. Research has been conducted that seeks to model the construction times for underground developments to determine the feasibility of achieving the planned rates. However, these previous attempts do not consider all the operational aspects that make up the mine development cycle. Here, we present a discrete event simulation (DES) model that individualizes each unit operation of the development cycle to determine the construction rates that new projects will be able to attain. The developed model was applied to the New Mine Level (NML) of the El Teniente Division (DET). The results indicate that it would be impractical to achieve the advance rates scheduled in the original plans if the unit operations of the mine continue to be executed using the status quo. The metres developed after six years in the sections analysed can be significantly improved by changing the maintenance strategy for the equipment (457 metres increase), orepass availability (194 metres increase), and the initial planning sequence (1 598 metres increase). It is recommended that the mine implements a flexible maintenance strategy, defines a strategy to ensure and increase orepass availability to contractors, and makes use of current simulation tools for a more robust development sequence planning.
计划在未来十年投入生产的新崩落大型项目计划以非常高的速度进行水平开发,这很难实现。已经进行了研究,试图模拟地下开发的建设时间,以确定实现计划费率的可行性。但是,以前的这些尝试没有考虑到构成地雷开发周期的所有业务方面。在这里,我们提出了一个离散事件模拟(DES)模型,该模型个性化了开发周期的每个单元操作,以确定新项目将能够达到的建设速度。将所建立的模型应用于El Teniente分部(DET)的新矿位(NML)。结果表明,如果继续使用现状执行该矿的单位作业,要达到原计划中预定的提前率是不切实际的。通过改变设备的维护策略(增加457米)、通道可用性(增加194米)和初始规划顺序(增加1598米),可以显著改善经过六年分析的路段的米数。建议矿山实施灵活的维护策略,制定策略以确保和增加承包商的可用性,并利用当前的模拟工具进行更稳健的开发顺序规划。
{"title":"A discrete event simulation approach for mine development planning at Codelco's New Mine Level","authors":"I. Soto, A. Anani, E. Córdova","doi":"10.17159/2411-9717/2045/2022","DOIUrl":"https://doi.org/10.17159/2411-9717/2045/2022","url":null,"abstract":"The new caving megaprojects that are planned to go into production in the next decade have scheduled horizontal developments at very high rates, which are difficult to achieve. Research has been conducted that seeks to model the construction times for underground developments to determine the feasibility of achieving the planned rates. However, these previous attempts do not consider all the operational aspects that make up the mine development cycle. Here, we present a discrete event simulation (DES) model that individualizes each unit operation of the development cycle to determine the construction rates that new projects will be able to attain. The developed model was applied to the New Mine Level (NML) of the El Teniente Division (DET). The results indicate that it would be impractical to achieve the advance rates scheduled in the original plans if the unit operations of the mine continue to be executed using the status quo. The metres developed after six years in the sections analysed can be significantly improved by changing the maintenance strategy for the equipment (457 metres increase), orepass availability (194 metres increase), and the initial planning sequence (1 598 metres increase). It is recommended that the mine implements a flexible maintenance strategy, defines a strategy to ensure and increase orepass availability to contractors, and makes use of current simulation tools for a more robust development sequence planning.","PeriodicalId":17492,"journal":{"name":"Journal of The South African Institute of Mining and Metallurgy","volume":"98 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2022-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67488135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of The South African Institute of Mining and Metallurgy
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1