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Machine Learning and Deep Learning Methods in Mining Operations: a Data-Driven SAG Mill Energy Consumption Prediction Application "Mining, Metallurgy & Exploration (2020)"By Sebastian Avalos, Julian M. Ortiz, Willy Kracht
Semi-autogenous grinding mills play a critical role in the processing stage of many mining operations. They are also one of the most intensive energy consumers of the entire process. Current forecasti
Jun 16, 2020
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Proceedings of Local Sections and AffiliationsBy MAURICE ALTMAYER
M Y DUTIES, as a member of the Department of Franco-American War Cooperation of the French High Commission were to study the copper and brass industries of America from the mining of the various non-f
Jan 1, 1920
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The Experience and Management of Fatigue: A Study of Mine Haulage Operators "Mining, Metallurgy & Exploration (2020)"By SHANTAE LEE, ELAHEH TALEBI, Frank A. Drews, W. Pratt Rogers
Fatigue in mining operations is a serious issue and a significant contributor to incidents and accidents. While mine operators are using or introducing new technology to monitor operator fatigue, ther
Jun 17, 2020
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Appointment of women to mining boards – Evidence of tokenismBy N. V. Moraka
Mining companies are required by law to improve representation of women on their boards. However, progress in this regard has been slow. Boards of directors play an important role in formulating corpo
Dec 13, 2023
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Gaining Insights into Working within the Mining SectorBy Jeanie Wills, Theresa Nyabeze, Samantha Espley, Donna Beneteau
This presentation reports survey findings that aim to modernize the definition and understanding of the term 'mining.' The survey, conducted via LinkedIn in Winter 2024, garnered responses from a dive
Oct 1, 2024
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Retrofitting and re-powering as a control strategies for curtailment of exposure of underground miners to diesel aerosols Mining, Metallurgy and ExplorationBy Jon A. Hummer, Aleksandar D. Bugarski, Shawn Vanderslice, Teresa Barone
A study was conducted to examine the potential of diesel emissions control strategies based on retrofitting existing power packages with exhaust aftertreatment devices and repowering with advanced pow
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Selective Leaching of Arsenic from High-Arsenic Dust in the Alkaline System and its Prediction Model Using Artificial Neural Network - Mining, Metallurgy & Exploration (2021)By Yun-tao Xin, Yu Yi, Kang Yan, Gang Li, Xiao-dong Lv
This study investigated the selective removal of arsenic from high-arsenic dust in alkaline systems and the effects of different leaching conditions. The results indicated that the liquid–solid ratio,
Jul 29, 2021
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Resource estimation of a placer gold deposit with uncertainty: applying the Bayesian neural network model - SME Transactions 2011By S. Chatterjee, S. Bandopadhyay
A spatial modeling technique based on the Bayesian neural network (BNN) is proposed. Incorporation of the Bayesian method for posterior probability of the output parameter helps calculate the uncertai
Jan 1, 2011
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Weighted ensembles of artificial neural networks based on Gaussian mixture modeling for truck productivity prediction at open‑pit mines - Mining, Metallurgy & Exploration (2023)By Wei Victor Liu, Na Zhang, Chengkai Fan, Bei Jiang
The truck haulage data from open-pit mine sites are usually massive and multidimensional with multi-peak Gaussian distributions. Artificial neural networks (ANNs) are well-known machine learning algor
Mar 2, 2023
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The Horne Mine: Geology, History, Influence on Genetic Models, and a Comparison to the Kidd Creek MineBy Sergio Cattalani, David J. Kerr, Harold L. Gibson
Abstract - The Horne mine was truly a world class Cu and Au deposit. Between 1927 and 1989, it produced some 260 t of Au and 1.13 Mt of Cu from 53.7 Mt of ore that averaged 2.22% Cu, 6.1 g/t Au and 13
Jan 1, 2000
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Uranium Solvent Extraction From Acid Sulfate Leach Solutions Using Tertiary AminesBy G. Kordosky, A. Feather, M. Virnig, P. Crane
Introduction The post World War II nuclear arms race and interest in nuclear power generation resulted in a significant demand for uranium in the 1950’s. This led to the development of uranium solve
Jan 1, 2007
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Electrical And Mechanical Hazards And Falls Of Persons At Metal And Nonmetallic Mines - Metal- and Nonmetallic-Mine Accident-Prevention Course - Section 6 - Purpose And ScopeThe first metal-mine accident-prevention course was prepared and published 1942-45 as a series of seven miners' circulars (Nos. 51-57). The course has been broadened, revised, and brought up to d
Jan 1, 1957
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Degasification system selection for US longwall mines using an expert classification systemBy C. Özgen Karacan
Methane emissions from the active face areas and from the fractured formations overlying the mined coalbed can affect safety and productivity in longwall mines. Since ventilation alone may not be suff
Jan 1, 2009
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Exploration Value Drivers and MethodologiesBy P Guj, J A. Bell
The valuation of early-stage exploration projects requires a valuer to take into account a large number of uncertain value drivers, the interplay among which may be non-linear. This paper examines som
May 24, 2012
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On Increasing Reliance on Numerical Modelling and Synthetic Data in Rock EngineeringBy T. G. Carter
"Tremendous progress has been made in recent years towards developing computational tools that allow ready solution of most common rock engineering problems, with amongst the most advanced of the tool
Jan 1, 2015
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Extractive Industry - Sustainability Information SystemsAs the title indicates the central themes discussed in this contribution are sustainable development, information systems, and extractive industry. More specifically, the objective is to present a pro
Jan 1, 2009
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Biographical Notices of 1905By Bruno KERL
THE list of deaths reported during the year 1905 comprises the following names (the figures in parentheses indicating the year in which the persons named were elected to membership:- Honorary Member.
May 1, 1906
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Problems Fundamental to Mining Enterprise In the Far EastBy H. Foster Bain
Steel for any large structure must be imported, the Hanyang works being entirely unable to supply local demand. The United States Steel Products Co. has warehouses and small stocks at Shanghai and at
Jan 1, 1921
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Minerals Beneficiation - Two Years' Milling at Bicroft Uranium Mines LtdBy I. C. Edwards, W. J. Dengler, D. F. Lillie
By 1959 the milling plant of Bicr oft Uranium Mines Ltd. had been in operation for two years. During this time many changes, both physical and chemical, had been made in an effort to improve plant eff
Jan 1, 1961
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An analysis of roof bolter fatalities and injuries in U.S. mining - SME Transactions 2016By A. Podlesny, E. N. Rubinstein, J. J. Sammarco, B. Demich
Roof bolting typically follows the extraction of a commodity to help keep the roof from collapsing. During 2004 to 2013, roof bolter operators had the highest number of machinery-related injuries, acc
Jan 1, 2016