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Reinforcement learning control of a SAG mill grinding circuit: first impressions and implications for process control, F. Reyes, M. Hilden, M. Yahyaei, and G. ForbesBy F. Reyes, M. Hilden, G. Forbes, M. Yahyaei
Since AlphaGo defeated the best human player in the game of Go in 2016 - something thought to be an impossible achievement - machine learning, deep learning and reinforcement learning have caught the
Jan 1, 2020
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Onlangse Produktiwiteitsverbeteringe op Blinkpan Koolmyne BeperkBy A. C. Coetzee
Blinkpan Koolmyne is as ten voile gemeganiseerde steenkoolvoorsiener aan die 1 000 MW Evkom-kragsentrale in die Oos-Transvaal, onderhewig aan groat seisoenale produksieskommelinge. Die aanwending van
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Consolidated Backfill At O'Okiep Copper CompanyBy J .. F. Brownrigg
In the mining method used at O'Okiep Copper Company (OCC), vertical crater retreat, the prime requirement for the fill is that it should be sufficiently strong to be free-standing to a height of
Jan 1, 1988
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Ventilation Strategies To Meet Future Needs Of The South African Platinum IndustryBy D. Pienaar, D. Stanton
This paper provides an overview of possible approaches for structuring the ventilation systems for mines that will become operational within the next decade. Features addressed in the paper include: a
Jan 1, 2006
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Comparison of the mechanical properties of Grade 5 and Grade 23 Ti6Al4V for wire-arc additive manufacturingBy H. Möller, L. Mashigo, C. Gassmann
Wire-arc additive manufacturing (WAAM) is a directed-energy deposition technology that uses arc welding procedures to produce computer-aided designed parts, such as three-dimensional printed metal com
Jul 1, 2021
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The same-level arrangement technology of flotation plant: Fundamentals and practice, M. Zhang, S. Shi, X. Xia, Z. Shen, and Y. YangBy Y. Yang, M. Zhang, X. Xia, S Shi, Z. Shen
A stepwise arrangement of flotation cells is the most common layout of a flotation circuit in the mineral processing industry. In such a design, slurry flows from upstream to downstream by means of gr
Jan 1, 2020
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Effect of surface dissolution on magnesite and dolomite flotation separation and its new solution: using the combination of SHMP and EDTA, J. Tian, X. Zhang, H. Han, W. Sun, Z. Yu, J. Xie, Y. Xiao, K. Hong, and E. LiBy X. Zhang, E. Li, Y. Xiao, Z. Yu, H. Han, J. Xie, J. Tian, W. Sun, K. Hong
In a pulp environment, the surface properties of magnesite and dolomite tend to be similar, due to the re-adsorption of dissolved calcium species, which makes the flotation separation difficult. In th
Jan 1, 2020
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Industrial experimental study on desulfurization of high-sulfur bauxite, Jianqiang Zhang, Junwei Ma, Zhongyuan Liu and Huanhuan SuBy Huanhuan SU, Jianqiang Zhang, Zhongyuan Liu, Junwei Ma
The high-sulfur bauxite in Henan Province was used as raw material. The grinding fineness, pH value and collector dosage on its desulfurization performance, and industrial flotation desulfurization pr
Jan 1, 2020
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Investigation of HPGR grinding effects in iron ore beneficiation circuit compared to conventional crushing system, M. Zare, M.R. Sheikhzadeh, A. Haratian, and V. SheikhzadehBy V. Sheikhzadeh, M. R. Sheikhzadeh, A. Haratian, M. Zare
High Pressure Grinding Roll (HPGR) as an efficient grinding technology plays a major role in mineral processing plants. Investigating the effects of this technology on different parts of mineral proce
Jan 1, 2020
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DBSCAN for improved oscillations diagnosis in mineral processing plants, E.C. Nienaber, B.S. Lindner, L. Auret, and J.W.D. GroenewaldBy J. W. D. Groenewald, L. Auret, B. S. Lindner, E. C. Nienaber
Mineral processing plants have complicated control strategies, with different control layers, multiple interacting loops, and feedforward disturbance rejection. The complicated control strategies mean
Jan 1, 2020
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Witbank/Middelburg Branch (5aff462a-11ff-44e7-b75c-8b78ca9e85a3)PRESENT Minutes of the Annual General Meeting, held on Friday the 20th August, 1971, at 7.45 p.m. in the Boulevard Hotel, Witbank. Mr J. Meintjies in the Chair, 15 Fellows, 7 Members, 2 Associate
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Increased liberation and flotation performance of bulk copper flotation concentrate following its regrinding in a stirred media mill, A. Stefanov, K. Grossman, V. Stoilov, A. Angelov, U. Peuker, and S. GaydardzhievBy A. Angelov, U. Peukerd, S. Gaydardzhieve, A. Stefanov, K. Grossman, V. Stoilov
Flotation concentrate originating from the Asarel-Medet porphyry copper mining and processing complex in Bulgaria has been subjected to regrinding using a Ro-Star mill; the effects of which on the dow
Jan 1, 2020
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Random Kriging - 11.1 DefinitionIn many practical situations, the samples available to estimate a block of ore are not located on a regular grid. The sample sizes and orientations are not constant, and the number and relative positi
Jan 1, 1978
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SmartFloat™: Bringing Artificial Intelligence to the Flotation Reagent WorldBy J. P. Garnier, T. Bhambhani, J. A. Garcia, N. Renaud
Most flotation plants use a static reagent scheme, i.e., a set combination of collectors, frothers, and modifiers. This scheme is usually developed and refined over time to deliver optimal (not necess
Jan 1, 2023
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Corrosion Characteristics of Mild Steel Storage Tanks in Fluorine-Containing AcidBy L. A. Cornish, J. W. van der Merwe
"The hydrofluoric acid (HF) industry in South Africa uses normalized mild steel (SA 516 Gr 70) for the storage and distribution of its technical-grade product (70% HF). The technical-grade acid is spl
Jan 1, 2016
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Flotation flowsheet development for a refractory Cu-Pb-Zn complex polymetallic ore in China, Z.G. Song, Q. Cui, B.Z. Zhou, G.B. Zheng, and Y.G. ZhuBy Q. Cui, B. Z. Zhou, Z. G. Song, Y. G. Zhu, G. B. Zheng
The complex refractory Cu-Pb-Zn polymetallic ore in Xinjiang, China is a massive sulphide ore with complex mineral components. In the past two years, the ore mineralogy has changed, resulting in a dec
Jan 1, 2020
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Mineralogical analysis of different components in waste printed circuit boards, Xiang-nan Zhua, Chun-chen Nie, Hao Zhang, Yue-xian Yu, Jun Qiu, Lin Li a, and Xian-jun LyuaBy Xiang-nan Zhu, Hao Zhang, Lin Li, Jun Qiu, Yue-xian Yu, Chun-chen Nie, Xian-jun Lyua
Waste printed circuit boards (WPCBs) are excellent metal resources. Mineralogical characteristics of different components in WPCBs were analysed in this study. Organic-enriched particles, fibreglass-e
Jan 1, 2020
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Self-learning infill drilling for strategic mine planning: Simultaneously optimising the value of additional information in a mining complex under grade uncertainty APCOM 2021By Z. Levinson, R. Dimitrakopoulos
A mining complex is an engineering system where raw materials are extracted from several mines, processed, transported, and sold to the market. The uncertainty and local variability of material grades
Sep 1, 2021
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Determination of in situdeformation modulus for cemented rockfillBy D. R. Tesarik, F. M. Jones, J. B. Seymour
As part of safety and stability studies at three underground mines in the United States, researchers installed earth pressure cells and embedment strain gauges in cemented rockfill to measure stress a
Jan 1, 2003
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Notices South African Council of Professional EngineersThe Registrar has requested us to publish the following notices: COUNCIL'S POLICY REGARDING LATE APPLICATIONS IN TERMS OF SECTION 18(4) (b) OF THE PROFESSIONAL ENGINEERS' ACT, 1968 (ACT N