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Enhancing durability and strength of concrete through an innovative abrasion and cement slurry treatment of recycled concrete aggregates 通过对再生混凝土骨料进行创新性磨蚀和水泥浆处理,提高混凝土的耐久性和强度
IF 4.8 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2024-11-17 DOI: 10.1016/j.mineng.2024.109109
Harish Panghal, Awadhesh Kumar
The increasing demand for sustainable construction materials has driven significant interest in utilizing recycled concrete aggregates (RCA). However, the mechanical performance and durability of RCA are often compromised due to the presence of residual mortar. This study explores an innovative surface treatment approach combining abrasion and cement slurry coating to improve the properties of RCA and enhance the performance of recycled aggregate concrete (RAC). Recycled concrete aggregates were subjected to mechanical abrasion, followed by a cement slurry coating, resulting in the production of Surface-Treated Recycled Concrete Aggregates (STRCA). The study evaluates the impact of STRCA on the compressive strength, drying shrinkage, electrical resistivity, and chloride ion penetration resistance of concrete mixes with varying replacement ratios (25 %, 50 %, 75 %, and 100 %). Results revealed that the water absorption of RCA was significantly reduced from 5.35 % to 2.61 % following the treatment. STRCA 25 and STRCA 50 mixtures exhibited compressive strength increases of 30.16 % and 18.99 % at 7 days, and 29.37 % and 17.13 % at 28 days, respectively. Higher replacement levels (STRCA 75 and STRCA 100) resulted in strength reductions, with 3.91 % and 16.64 % decreases at 7 days. Drying shrinkage increased progressively with higher RCA content, showing 1.72 %, 10.91 %, 25.86 %, and 38.79 % increases at 28 days for STRCA 25, STRCA 50, STRCA 75, and STRCA 100, respectively. Electrical resistivity improved for lower replacement levels, with STRCA 25 showing a 3.41 % increase at 28 days, while STRCA 100 exhibited a 26.25 % reduction. The rapid chloride penetration test results showed that STRCA 100 had the highest resistance to chloride ion penetration, with a 22.72 % and 28.69 % increase in passed charge at 28 and 56 days, respectively, compared to the reference concrete. The findings indicate that surface-treated RCA can enhance the mechanical and durability properties of concrete, especially at lower replacement levels, making it a viable option for sustainable construction.
由于对可持续建筑材料的需求日益增长,人们对利用再生混凝土集料(RCA)产生了浓厚的兴趣。然而,由于残留砂浆的存在,RCA 的机械性能和耐久性往往受到影响。本研究探索了一种结合磨损和水泥浆涂层的创新表面处理方法,以改善 RCA 的性能并提高再生骨料混凝土 (RAC) 的性能。对再生混凝土骨料进行机械磨损,然后涂上水泥浆,最后生产出表面处理再生混凝土骨料(STRCA)。该研究评估了 STRCA 对不同替代率(25%、50%、75% 和 100%)混凝土拌合物的抗压强度、干燥收缩、电阻率和抗氯离子渗透性的影响。结果显示,RCA 的吸水率在处理后从 5.35% 显著降低到 2.61%。STRCA 25 和 STRCA 50 混合物的抗压强度在 7 天时分别提高了 30.16 % 和 18.99 %,在 28 天时分别提高了 29.37 % 和 17.13 %。更高的替代水平(STRCA 75 和 STRCA 100)会导致强度降低,7 天时分别降低 3.91 % 和 16.64 %。干燥收缩率随着 RCA 含量的增加而逐渐增加,在 28 天时,STRCA 25、STRCA 50、STRCA 75 和 STRCA 100 的干燥收缩率分别增加了 1.72 %、10.91 %、25.86 % 和 38.79 %。电阻率随着替代等级的降低而提高,STRCA 25 在 28 天时提高了 3.41%,而 STRCA 100 则降低了 26.25%。快速氯离子渗透测试结果表明,STRCA 100 的抗氯离子渗透能力最强,与基准混凝土相比,28 天和 56 天时通过的电荷分别增加了 22.72% 和 28.69%。研究结果表明,经过表面处理的 RCA 可以提高混凝土的机械性能和耐久性能,尤其是在较低的替代水平下,使其成为可持续建筑的可行选择。
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引用次数: 0
Investigating the floatability of sperrylite and its interactions with selected standard and novel collectors 研究螺旋藻的可浮性及其与选定的标准和新型采集器的相互作用
IF 4.8 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2024-11-16 DOI: 10.1016/j.mineng.2024.109105
S. Pikinini, B. McFadzean, CT O’Connor, X. Zhang
The Bushveld Complex in South Africa contains the largest reserves of platinum group elements (PGEs) in the world. It is composed of the Merensky reef, UG2 reef and the Platreef. Unlike the other reefs that have been largely exploited, the Platreef ores have proved to be difficult to process due to their low content of PGE sulphides and the low association of the PGM minerals with the base metal sulphides. Based on their high association with base metal sulphides in other ores in the Bushveld complex, thiol collectors are used to float PGM minerals. However, relatively high amounts of the PGE arsenide and telluride minerals have been found in the tailing streams of the Platreef concentrators despite being fully liberated. One of the major components in the Platreef ores is sperrylite (PtAs2), which has been found to be slow floating compared to the other PGMs. This study aimed at determining the reasons for the poor floatability of sperrylite with a view to improving its recovery. Tests were conducted to determine the interactions of the mineral with a range of standard and novel collectors. These included microflotation tests to determine the hydrophobicity of the minerals before and after the adsorption of collectors, calorimetric experiments to determine the enthalpy and extent of collector adsorption onto sperrylite, and electrochemical tests to examine charge transfer reactions between sperrylite and the selected standard collectors.
南非的布什维尔德矿群(Bushveld Complex)蕴藏着世界上储量最大的铂族元素(PGEs)。它由 Merensky 礁、UG2 礁和 Platreef 礁组成。与其他已被大量开采的礁石不同,Platreef 矿石因其 PGE 硫化物含量低以及 PGM 矿物与贱金属硫化物的关联度低而被证明难以加工。由于在布什维尔德复合矿区的其他矿石中,PGM 矿物与贱金属硫化物的关联度较高,因此使用硫醇捕收剂来浮选 PGM 矿物。然而,在 Platreef 选矿厂的尾矿流中发现了相对较多的 PGE 砷化物和碲化物矿物,尽管它们已被完全释放。Platreef 矿石中的主要成分之一是 Sperrylite(PtAs2),与其他 PGM 相比,它的漂浮速度较慢。本研究旨在确定斯铂莱石可浮性差的原因,以提高其回收率。为了确定该矿物与一系列标准和新型捕收剂的相互作用,进行了一些测试。这些试验包括微浮选试验,以确定矿物在吸附捕收剂之前和之后的疏水性;量热试验,以确定捕收剂在斯佩里岩上的吸附焓和吸附程度;以及电化学试验,以检查斯佩里岩与选定的标准捕收剂之间的电荷转移反应。
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引用次数: 0
Influence of calcination conditions on deep eutectic solvents (DES) leaching efficiency of light rare earth elements in bastnasite ore 煅烧条件对姥山石矿中轻稀土元素深共晶溶剂(DES)浸出效率的影响
IF 4.8 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2024-11-15 DOI: 10.1016/j.mineng.2024.109087
S. Samet Kaplan, Cisem Celik Kurtulan, Sebahattin Gurmen, Gokhan Orhan, M.Seref Sonmez
In this century, our daily life is surrounded by technological devices, and Rare Earth Elements (REE) are at the heart of this technological revolution. They are always listed having the highest supply risk in critical minerals published by different countries. From that point of view, their extraction, and creating a secured supply chain is always crucial. In this research, the influence of calcination conditions on REE extraction from bastnasite ore was studied. Identical leaching in Ethylene Glycol (EG)-FeCl3 media which is one of the Deep Eutectic Solvents (DES) was applied to different calcines to understand calcination parameters on leaching efficiency. After conducting experiments created by Box-Behnken approach with different parameters of temperature, duration, and particles size, the highest Light Rare Earth Elements (LREE) extraction efficiency of 67.22 wt% was achieved at 900° C. However, while conducting control experiments, the highest extraction efficiency was found to be 75.986 wt% as a median of the experiments conducted at 500 °C during 180 min, and with particles finer than 25 µm. This efficiency increase with decreasing temperature is explained by Ce phase transformation from Ce2O3 to CeO2 as proved by XRD analysis. In addition to temperature, particle size was also found highly effective in extraction efficiency especially in Ce extraction. At the experiments conducted at 900 °C, and 270 min but with particles at different size ranges, Ce extraction dramatically dropped from 71.061 wt% to 9.587 wt% at the experiment conducted with finer particles. This lose in efficiency is directly correlated to increasing Ce phase transformation rate due to increasing surface area of fine particles. Non-calcined ore was also leached with DES, and only 10.977 wt% LREE could be extracted. Furthermore, it is concluded that calcination is of vital importance to transform the ore into a soluble form, and temperature, and particle size ranges are found to be two fundamental parameters for tuning the extraction efficiency.
本世纪,我们的日常生活被科技设备所包围,而稀土元素(REE)则是这场科技革命的核心。在各国公布的重要矿产中,稀土元素一直被列为供应风险最高的元素。因此,稀土元素的提取和安全供应链的建立至关重要。在这项研究中,研究了煅烧条件对从膨润土矿中提取稀土元素的影响。在乙二醇(EG)-FeCl3 介质(深共晶溶剂(DES)之一)中对不同的煅烧炉进行了相同的浸出,以了解煅烧参数对浸出效率的影响。在采用方框-贝肯(Box-Behnken)方法,根据温度、持续时间和颗粒大小等不同参数进行实验后,900° C 时的轻稀土元素(LREE)萃取效率最高,达到 67.22 wt%。这种效率随温度降低而提高的原因是 Ce 相从 Ce2O3 转变为 CeO2,XRD 分析证明了这一点。除温度外,颗粒大小对萃取效率也有很大影响,尤其是在萃取 Ce 时。在 900 °C 和 270 分钟的实验中,使用不同粒度的颗粒,萃取效率从 71.061 wt%急剧下降到使用较细颗粒时的 9.587 wt%。效率的下降与细颗粒表面积增大导致 Ce 相变率增加直接相关。非煅烧矿石也用 DES 进行浸出,只能提取 10.977 wt% 的 LREE。此外,还得出结论:煅烧对于将矿石转化为可溶形式至关重要,温度和粒度范围是调整萃取效率的两个基本参数。
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引用次数: 0
Surface hydrophobic modification of sulfur-containing waste rock for the source control acid mine drainage 对含硫废石进行表面疏水改性,从源头控制酸性矿井排水
IF 4.8 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2024-11-15 DOI: 10.1016/j.mineng.2024.109106
Yingbo Dong, Nuo mingtana, Hai Lin
Hydrophobic modification of sulfur-containing waste rock is a promising strategy for reducing acid mine drainage (AMD) generation. This study investigated the use of sodium oleate and nano silca to modify sulfur-containing waste rock and evaluated the acid-suppressive properties of the sodium oleate and nano silca treatment through static and dynamic leaching tests. Results from these tests indicated that the pH of the leachate from the modified waste rock remained stable above 6.0. The results of 30-day dynamic tests also showed that the inhibition rate of acid generation could be more than 65 % and the reduction rate of total Fe can be more than 85 %. Furthermore, a protective film was formed on the surface of the modified waste rock, and the contact angle was increased to 84.3° compared with the original waste rock (17.9°). Sodium oleate interacted with Fe2+ and Fe3+ to form iron oleate complexes, which were encapsulated on the surface of the waste rock, thus effectively preventing the oxidation of the waste rock and thus inhibiting the generation of acidic water. X-ray photoelectron spectroscopy (XPS) results showed that the C 1 s signal of the modified waste rock sample was enhanced and the characteristic COO-Fe peaks appeared. Additionally, the ratio of the C–C/C–H to O-C = O characteristic peaks increased with the presence of nano silca powder. These findings indicated that ferric oleate complexes facilitated the attachment of nano silca to the surface via van der Waals forces, which filled the pores of the hydrophobic film layer.This study provides a viable solution to the ability of sulphur-containing waste rock to resist oxidation and inhibit acid production.
对含硫废石进行疏水改性是减少酸性矿井排水(AMD)产生的一种可行策略。本研究调查了使用油酸钠和纳米硅卡改性含硫废石的情况,并通过静态和动态浸出试验评估了油酸钠和纳米硅卡处理的抑酸特性。测试结果表明,改性废石浸出液的 pH 值稳定在 6.0 以上。30 天动态试验的结果也表明,酸生成抑制率可达 65% 以上,总铁的减少率可达 85% 以上。此外,改性废石表面形成了一层保护膜,与原始废石(17.9°)相比,接触角增加到 84.3°。油酸钠与 Fe2+ 和 Fe3+ 相互作用,形成油酸铁络合物,包裹在废石表面,从而有效地防止了废石的氧化,从而抑制了酸性水的产生。X 射线光电子能谱(XPS)结果表明,改性废石样品的 C 1 s 信号增强,并出现了特征 COO-Fe 峰。此外,C-C/C-H 与 O-C = O 特征峰的比率随着纳米硅卡粉的存在而增加。这些发现表明,油酸铁络合物通过范德华力促进了纳米硅卡附着到表面,从而填充了疏水膜层的孔隙。这项研究为含硫废石抗氧化和抑制酸生成的能力提供了一个可行的解决方案。
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引用次数: 0
Effect of Bi(III) on flotation of copper sulfide from leaching residue of copper smelting dust Bi(III) 对铜冶炼粉尘浸出残渣中硫化铜浮选的影响
IF 4.8 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2024-11-14 DOI: 10.1016/j.mineng.2024.109092
Siyuan Wu, Chunhui Gao, Hang Chen, Tuoxiu Wu, Bao Guo, Rongdong Deng, Kaixi Jiang
Flotation is a potential method for extracting residual copper sulfide (CuS) from the acid-leaching residue of copper smelting dust; however, the inhibitory impact of Bi(III) in the flotation pulp significantly hampers its practical application. In this study, we systematically investigated the inhibition mechanism of Bi(III) on CuS flotation and propose a method to prevent inhibition. Microflotation test results show that a pulp environment with pH 3 and a Bi(III) concentration greater than 1 × 10–2 mol/L significantly depresses the floatability of CuS. Scanning electron microscopy and energy-dispersive spectroscopy results confirmed that Bi(III) hydrolyzes on the surface of CuS to form a precipitate cover layer, which adsorbs onto the surface of CuS. This precipitate was confirmed by X-ray photoelectron spectroscopy analysis and thermodynamic calculations to be BiOCl. Fourier transform infrared analysis revealed that BiOCl reduces the recovery of CuS by hindering the adsorption of xanthate. Finally, the pre-treatment of the leaching residue with H2SO4 + NaCl solution can dissolve BiOCl precipitates on the surface of CuS, eliminate the influence of Bi(III), and result in efficient flotation recovery of CuS from leaching residue.
浮选是从铜冶炼粉尘的酸浸渣中提取残余硫化铜(CuS)的一种潜在方法;然而,浮选矿浆中的铋(III)的抑制作用极大地阻碍了其实际应用。在本研究中,我们系统地研究了 Bi(III)对 CuS 浮选的抑制机理,并提出了一种防止抑制的方法。微浮选测试结果表明,pH 值为 3 且 Bi(III) 浓度大于 1 × 10-2 mol/L 的矿浆环境会显著降低 CuS 的可浮性。扫描电子显微镜和能量色散光谱结果证实,Bi(III)在 CuS 表面水解形成沉淀覆盖层,并吸附在 CuS 表面。经 X 射线光电子能谱分析和热力学计算证实,这种沉淀物就是 BiOCl。傅立叶变换红外分析表明,BiOCl 阻碍了黄原酸盐的吸附,从而降低了 CuS 的回收率。最后,用 H2SO4 + NaCl 溶液对浸出渣进行预处理,可以溶解 CuS 表面的 BiOCl 沉淀,消除 Bi(III)的影响,从而高效浮选回收浸出渣中的 CuS。
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引用次数: 0
Effect of bleaching powder (ClO−) on pulsating HGMS of chalcopyrite from arsenopyrite 漂白粉(ClO-)对从砷黄铁矿中提取黄铜矿的脉动 HGMS 的影响
IF 4.8 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2024-11-14 DOI: 10.1016/j.mineng.2024.109102
Pulin Dai, Luzheng Chen, Ruoyu Yang, Zixing Xue, Xiaowei Li, Tao Xiong, Jianwu Zeng
High gradient magnetic separation (HGMS) is a potential method of separating chalcopyrite from copper-arsenopyrite co-flotation concentrate. However, during the co-flotation process the addition of bleaching powder (ClO), which has been a common depressant for arsenopyrite, deteriorates their separation selectivity in the subsequent HGMS process, and until today this effect of ClO is unknown to people. Pulsating HGMS (PHGMS) technology was used to separate a pure chalcopyrite-arsenopyrite mixture containing 16.85 % Cu and 22.44 % As. It was found that when the concentration of ClO was increased from 0 % to 10 %, the Cu recovery in magnetic chalcopyrite concentrate was increased from 79.07 % to 88.69 %, with its Cu grade decreased from 20.25 % to 17.65 %; and, the As recovery in the concentrate was significantly increased from 26.82 % to 65.50 %, with As grade increased from 9.92 % to 18.83 %. The X-ray photoelectron spectroscopy (XPS) and electrochemical analysis on the chalcopyrite concentrate revealed that ClO preferentially oxidized the iron sulfides in arsenopyrite to iron oxides; and, the Crystal Field Theory (CFT) analysis revealed that the magnetic moment of Fe in arsenopyrite was increased from 0 to 5.92B.M after these Fe atoms reacted with ClO, and the number of single electrons in Fe was increased from 0 to 5. As a result, the magnetic susceptibility of arsenopyrite was increased and more arsenopyrite particles were separated into chalcopyrite concentrate during the PHGMS process, deteriorating the separation selectivity of chalcopyrite from arsenopyrite.
高梯度磁选(HGMS)是一种从铜砷黄铁矿共浮选精矿中分离黄铜矿的潜在方法。然而,在共浮选过程中,加入漂白粉(ClO-)会降低黄铜矿在随后的高梯度磁选过程中的分离选择性。我们利用脉动 HGMS(PHGMS)技术分离了含 16.85% 铜和 22.44% As 的纯黄铜矿-砷黄铁矿混合物。研究发现,当 ClO- 的浓度从 0 % 增加到 10 % 时,磁性黄铜矿精矿中的铜回收率从 79.07 % 增加到 88.69 %,铜品位从 20.25 % 降低到 17.65 %;精矿中的砷回收率从 26.82 % 显著增加到 65.50 %,砷品位从 9.92 % 增加到 18.83 %。对黄铜矿精矿进行的 X 射线光电子能谱(XPS)和电化学分析表明,ClO- 优先将砷黄铁矿中的硫化铁氧化成氧化铁;晶体场理论(CFT)分析表明,这些铁原子与 ClO-反应后,砷黄铁矿中铁的磁矩从 0 增加到 5.92B.M,铁中的单电子数从 0 增加到 5。因此,砷黄铁矿的磁感应强度增加,在 PHGMS 过程中,更多的砷黄铁矿颗粒被分离到黄铜矿精矿中,从而降低了黄铜矿与砷黄铁矿的分离选择性。
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引用次数: 0
Insights into froth phase dynamics: X-ray observations of particle behaviour 洞察泡沫相动力学:粒子行为的 X 射线观测
IF 4.8 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2024-11-13 DOI: 10.1016/j.mineng.2024.109090
Imtiaz Shah, Ghislain Bournival, François Guillard, Seher Ata
X-ray radiography presents a non-invasive and dynamic approach for examining multiphase flows, particularly in complex systems like flotation froths. While this technique has been applied successfully in various multiphase studies, such as granular flows and fluidised beds, its utilisation in understanding flotation froths is novel. This study aimed to investigate the behaviour of particles and bubbles within the froth phase using a unique flotation rig combined with an X-ray radiographic setup. Specifically, it sought to understand how the pulp-froth interface influences the entry of bubble clusters into the froth phase and to observe the journey of particles within the froth. The results provided tangible evidence supporting previously inferred phenomena. It was found that the interface between the pulp and froth acted as a barrier, impeding the entry of bubble clusters into the froth phase. However, what was particularly noteworthy about the study was its revelation of extraordinary dynamics in particle movement within the froth phase. These dynamics included the occurrence of reattachment and dropback at critical solid fractions, phenomena that were visually observed for the first time.
X 射线射线照相术是一种非侵入性的动态方法,可用于检查多相流,尤其是浮选泡沫等复杂系统中的多相流。虽然这项技术已成功应用于颗粒流动和流化床等各种多相研究,但将其用于了解浮选泡沫还是一项新技术。这项研究旨在利用独特的浮选设备和 X 射线放射成像装置来研究泡沫阶段中颗粒和气泡的行为。具体来说,它试图了解矿浆-浮渣界面如何影响气泡团进入浮渣相,并观察颗粒在浮渣中的移动过程。研究结果为之前的推断现象提供了具体证据。研究发现,纸浆和泡沫之间的界面起到了阻碍气泡团进入泡沫相的作用。然而,这项研究尤其值得注意的是,它揭示了颗粒在泡沫相中的非凡运动动态。这些动态包括在临界固体分数时发生的重新附着和回落,这是首次直观观察到的现象。
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引用次数: 0
Flotation of carbonates from dolomitic iron ore: synthesis, characterization and application of a novel N,N-bis(2-hydroxyethyl)oleamide collector 从白云质铁矿石中浮选碳酸盐:新型 N,N-双(2-羟乙基)油酰胺捕收剂的合成、表征和应用
IF 4.8 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2024-11-12 DOI: 10.1016/j.mineng.2024.109088
Guilherme Otávio dos Santos, Aline Alves da Silva, Lucas José da Silva Nascimento, Maria Fernanda Reis Souza, Rafaela de Oliveira Teixeira Menezes, Francielle Christine Cunha Andrade, Marcelo Siqueira Valle, Antônio Eduardo Clark Peres, Gilberto Rodrigues da Silva
The Brazilian dolomitic itabirites are considered marginal resources and deposited in waste rock dumps as the cationic reverse flotation circuits present limitations to remove carbonate minerals. This work proposes the synthesis and application of N,N-bis(2-hydroxyethyl)oleamide as a collector in the flotation of carbonates present in dolomitic itabirites. Hematite, quartz, calcite, and dolomite samples were characterized by XRPD and XRF, indicating high purity. The novel collector was characterized by NMR, ATR-FTIR, zeta potential and surface tension measurements, whereas its selectivity was evaluated in microflotation tests, and adsorption was studied via zeta potential and ATR-FTIR. The collector showed maximum selectivity in alkaline condition (pH 10) at 50 mg/L, at which only dolomite and calcite were recovered at 74.7 % and 78.1 %, respectively. The adsorption studies were performed at pH 10, showing that the collector adsorbs non-specifically onto dolomite and calcite, but not quartz and hematite, which is consistent with the flotation results. Microflotation tests with a mixed mineral sample in the presence of corn starch confirmed its potential to depress the carbonate minerals, requiring conditioning with collector to take place prior to the addition of depressant. This approach, followed by conditioning with etheramine showed potential to separate dolomite, calcite, and quartz from hematite.
由于阳离子反浮选回路在去除碳酸盐矿物方面存在局限性,巴西的白云石itabirites被认为是边际资源,并沉积在废石堆中。本研究提出了合成和应用 N,N-双(2-羟乙基)油酰胺作为捕收剂浮选白云质伊塔比邻岩中的碳酸盐的方法。赤铁矿、石英、方解石和白云石样品经 XRPD 和 XRF 鉴定,纯度很高。通过核磁共振、ATR-傅立叶变换红外光谱、zeta 电位和表面张力测量对这种新型收集器进行了表征,同时在微浮选试验中对其选择性进行了评估,并通过zeta 电位和 ATR-FTIR 对其吸附性进行了研究。该收集器在 50 mg/L 的碱性条件(pH 值为 10)下表现出最大的选择性,在此条件下,只有白云石和方解石被回收,回收率分别为 74.7% 和 78.1%。在 pH 值为 10 时进行的吸附研究表明,捕收剂非特异性地吸附在白云石和方解石上,而不吸附在石英和赤铁矿上,这与浮选结果一致。在玉米淀粉存在的情况下对混合矿物样本进行的微浮选测试证实,玉米淀粉具有抑制碳酸盐矿物的潜力,这就要求在加入抑制剂之前先用捕收剂进行调节。采用这种方法,然后用醚胺进行调节,显示出从赤铁矿中分离白云石、方解石和石英的潜力。
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引用次数: 0
Strontium minerals as critical raw materials — Market dynamics, processing techniques, and future challenges 作为关键原材料的锶矿物--市场动态、加工技术和未来挑战
IF 4.8 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2024-11-09 DOI: 10.1016/j.mineng.2024.109065
Diego Mesa, Varun Gowda, Francisco Ortega, Kanishk Bhadani, Noemi Ariza-Rodríguez, Gauti Asbjörnsson, Pablo R. Brito-Parada
In 2020, the European Union officially designated strontium as a Critical Raw Material (CRM) due to its diverse applications and limited global producers, with Spain as one of the primary producers and the only one in the EU. This comprehensive review discusses strontium market dynamics, global reserves, and technological advancements in mineral processing techniques to extract and concentrate its main bearing minerals, celestine (SrSO4) and strontianite (SrCO3). The review highlights the shift in strontium demand, led until the mid-2000s by applications in cathode-ray tube (CRT) glass, to current uses focused on pyrotechnics, ceramic magnets and drilling fluids.
2020 年,欧盟正式将锶指定为重要原材料 (CRM),因为锶的应用多种多样,但全球生产商有限,西班牙是主要生产国之一,也是欧盟唯一的生产国。本综述讨论了锶的市场动态、全球储量以及用于提取和浓缩主要含锶矿物--天青石(SrSO4)和锶铁矿(SrCO3)的矿物加工技术的进步。该综述强调了锶需求的转变,即从 2000 年代中期以前的阴极射线管 (CRT) 玻璃应用,转变为目前的烟火、陶瓷磁铁和钻井液应用。
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引用次数: 0
Multi-scale multi-task neural network combined with transfer learning for accurate determination of the ash content of industrial coal flotation concentrate 结合迁移学习的多尺度多任务神经网络用于准确测定工业煤浮选精矿的灰分含量
IF 4.8 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2024-11-09 DOI: 10.1016/j.mineng.2024.109093
Xiaolin Yang, Kefei Zhang, Teng Wang, Guangyuan Xie, Jesse Thé, Zhongchao Tan, Hesheng Yu
Ash content is a key indicator to evaluate coal flotation concentrate quality and adjust flotation process parameters, which could be determined by analyzing froth images. In this research, a multi-scale multi-task neural network (MSTNet) was developed to realize accurate determination of the ash content of industrial coal flotation concentrate by analyzing froth images. Furthermore, transfer learning is used to further improve model accuracy for low-resolution images. Results obtained using industrial data show that MSTNet achieves a higher prediction accuracy while requiring less computations than previous models. It reaches the maximum R2 of 0.9063 with a processing time of 0.0035 seconds per image, while its competitors only reach the maximum R2 of 0.7231 with a processing time of 0.0038 seconds per image. This suggests that MSTNet surpassing its competitors in both accuracy and speed. Furthermore, MSTNet achieves the minimum MAPE of 0.0300, indicating that MSTNet has a mean relative prediction error of ± 3 %. This proves the high prediction accuracy of MSTNet. These results indicate that the proposed MSTNet holds great promise for practical applications. Its practical application will lead to more efficient and intelligent coal production.
灰分是评价煤炭浮选精矿质量和调整浮选工艺参数的关键指标,可通过分析浮渣图像来确定。本研究开发了一种多尺度多任务神经网络(MSTNet),通过分析浮渣图像实现了对工业煤浮选精矿灰分含量的精确测定。此外,还利用迁移学习进一步提高了低分辨率图像的模型精度。使用工业数据获得的结果表明,与之前的模型相比,MSTNet 在实现更高的预测精度的同时,所需的计算量也更少。它的最大 R2 值为 0.9063,每幅图像的处理时间为 0.0035 秒,而其竞争对手的最大 R2 值仅为 0.7231,每幅图像的处理时间为 0.0038 秒。这表明,MSTNet 在精度和速度上都超越了竞争对手。此外,MSTNet 的最小 MAPE 为 0.0300,表明 MSTNet 的平均相对预测误差为 ± 3%。这证明了 MSTNet 的高预测精度。这些结果表明,所提出的 MSTNet 在实际应用中大有可为。它的实际应用将带来更高效、更智能的煤炭生产。
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Minerals Engineering
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