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The role of microbubble dose in combined microflotation of fine particles 微气泡剂量在细颗粒联合微气浮中的作用
Pub Date : 2024-07-02 DOI: 10.37190/ppmp/190630
Nickolay Rulyov
Flotation of small particles is one of the global challenges facing the mineral raw materials processing industry. Large amounts of non-ferrous and rare metals are lost in the flotation tailings in the form of mineral particles below 15 µm in size as a result of the low effectiveness of their capture by coarse bubbles generated in conventional flotation machines. The method of combined microflotation, developed in recent years, uses conventional coarse bubbles (CB) and microbubbles (MB) produced in the stand-alone generator of air-in-water microdispersion, which serves as the flotation carriers. Depending on the MB dose, the effect of their application may be positive or negative. The theoretical analysis of various mechanisms of particle transfer onto the surface of coarse bubbles and further into the froth layer allowed to obtain the formula for the optimal MB dose f=dd/2dprp, where dd is MB size; dp and rp respectively are the size and the density of particles. Experiments performed on the copper ore flotation tailings at the Atalaya Mining (Spain) and Chaarat Kapan (Armenia) concentrators showed that, besides the optimal MB dose in the range of 1-3 ml/g, there is another optimal MB dose in the range of 10-20 ml/g, where the copper recovery increases by several percent compared to the reference test (f = 0). The deep minimum in copper recovery is observed in the area between the optimal MB doses, which is by several percent lower than the value in the reference test.
小颗粒浮选是矿物原料加工业面临的全球性挑战之一。由于传统浮选机产生的粗气泡捕集效果不佳,大量有色金属和稀有金属以 15 微米以下矿物颗粒的形式在浮选尾矿中流失。近年来开发的组合微浮选法使用了传统的粗气泡(CB)和水包气微分散独立发生器产生的微气泡(MB),后者可作为浮选载体。根据 MB 剂量的不同,其应用效果可能是积极的,也可能是消极的。通过对颗粒转移到粗气泡表面并进一步进入泡沫层的各种机制进行理论分析,得出了最佳甲基溴剂量公式 f=dd/2dprp,其中 dd 为甲基溴大小;dp 和 rp 分别为颗粒大小和密度。在 Atalaya 矿业公司(西班牙)和 Chaarat Kapan 公司(亚美尼亚)选矿厂对铜矿浮选 尾矿进行的实验表明,除了 1-3 毫升/克范围内的最佳甲基溴剂量外,还有 10-20 毫升/克范围内的另一种最佳甲基溴剂量,与参考试验(f = 0)相比,铜回收率提高了几个百分点。在最佳甲基溴剂量之间的区域,铜回收率最低,比参照试验的值低几个百分点。
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引用次数: 0
The inhibition mechanism of esterified starch on flotation separation of fluorite and calcite 酯化淀粉对萤石和方解石浮选分离的抑制机理
Pub Date : 2024-07-02 DOI: 10.37190/ppmp/190698
Bangqi Wei, Jie Li, Zhao Cao, Saisai Ma, Yuhan Zhang
Herein, the flotation behavior of fluorite and calcite was examined before and after starch esterification through mineral flotation experiments. Moreover, the adsorption action mechanisms on minerals before and after starch esterification were investigated using methods such as solution surface tension measurement, infrared spectroscopy, and extended Derjaguin–Landau–Verwey–Overbeek theory. The results showed that after starch esterification (esterified starch), there was a greater difference in the mineral recovery rate compared to before starch esterification (ordinary starch), with a better inhibition effect on calcite. The interaction between mineral surfaces and ordinary starch was weaker than the interaction between minerals and esterified starch. In particular, after starch esterification, the surface tension increased, two minerals contact angle decreased, the surface potential became more negative, and the difference in the mineral recovery rate was greater than before starch esterification. After the interaction between minerals and esterified starch, calcite particles displayed good dispersibility, while the cohesion between calcite particles and sodium oleate particles decreased; notably, the effect on fluorite was opposite. Calcite and esterified starch exhibited chemical adsorption, impeding the adsorption of sodium oleate onto calcite and resulting in calcite inhibition. The interaction between fluorite surface and esterified starch involved electrostatic adsorption, with sodium oleate chemically adsorbed onto the fluorite surface. Chemical adsorption proved stronger than electrostatic adsorption, enabling sodium oleate to capture fluorite.
本文通过矿物浮选实验研究了萤石和方解石在淀粉酯化前后的浮选行为。此外,还利用溶液表面张力测量、红外光谱和扩展的 Derjaguin-Landau-Verwey-Overbeek 理论等方法研究了淀粉酯化前后矿物的吸附作用机理。结果表明,与淀粉酯化前(普通淀粉)相比,淀粉酯化后(酯化淀粉)的矿物回收率差异较大,对方解石的抑制效果更好。矿物表面与普通淀粉之间的相互作用弱于矿物与酯化淀粉之间的相互作用。特别是淀粉酯化后,表面张力增大,两矿物接触角减小,表面电位变负,矿物回收率的差异比淀粉酯化前更大。矿物与酯化淀粉作用后,方解石颗粒显示出良好的分散性,而方解石颗粒与油酸钠颗粒之间的内聚力降低;值得注意的是,对萤石的影响正好相反。方解石和酯化淀粉表现出化学吸附性,阻碍了油酸钠对方解石的吸附,导致了对方解石的抑制作用。萤石表面与酯化淀粉之间的相互作用涉及静电吸附,油酸钠以化学方式吸附在萤石表面。事实证明,化学吸附比静电吸附更强,使油酸钠能够捕获萤石。
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引用次数: 0
Enhancement of ilmenite magnetic properties by oxidation roasting and magnetic separation 通过氧化焙烧和磁选提高钛铁矿的磁性能
Pub Date : 2024-07-02 DOI: 10.37190/ppmp/190706
Jiantao Gu, Zhitao Yuan, Yusheng Du, Wei Ji Lu, Chuan Yang, Hongyang Lv
Oxidation roasting was proposed to treat the problem of the weak magnetic properties of ilmenite. The effects of roasting temperature, roasting time and cooling method on the results of ilmenite magnetic separation were studied. At the same time, the mechanism of the oxidation roasting process was analyzed by XRD, VSM, SEM-EDS. Determine ilmenite suitable oxidation roasting conditions for roasting temperature 750 °C, roasting time of 20 min, and cooling method of air cooling; at this time, the yield of 96.79% can be achieved in the magnetic field intensity of 238.74 kA/m. The XRD results showed that phase changes in the roasting process occur in the order of ilmenite to hematite and rutile to pseudobrookite. The results of VSM showed that the maximum specific magnetization coefficient of ilmenite increased from 3.25×10-5 m3/kg to 5.58×10-5 m3/kg after roasting, and the magnetic property was enhanced. The results of SEM-EDS showed that the phase transition of ilmenite during the roasting process occurs in a spatial order from the edge of the particles to the interior.
针对钛铁矿磁性较弱的问题,提出了氧化焙烧法。研究了焙烧温度、焙烧时间和冷却方法对钛铁矿磁选结果的影响。同时,通过 XRD、VSM、SEM-EDS 分析了氧化焙烧过程的机理。确定钛铁矿合适的氧化焙烧条件为焙烧温度 750 ℃,焙烧时间 20 min,冷却方式为空冷;此时,在磁场强度为 238.74 kA/m 时,产率可达 96.79%。XRD 结果表明,焙烧过程中的相变顺序为钛铁矿到赤铁矿、金红石到假沸石。VSM 结果表明,焙烧后钛铁矿的最大比磁化系数从 3.25×10-5 m3/kg 增加到 5.58×10-5 m3/kg,磁性增强。SEM-EDS 的结果表明,钛铁矿在焙烧过程中的相变是按照从颗粒边缘到内部的空间顺序进行的。
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引用次数: 0
Adaptive control method and experimental study of cone crusher based on aggregate online detection 基于骨料在线检测的圆锥破碎机自适应控制方法及实验研究
Pub Date : 2024-05-15 DOI: 10.37190/ppmp/188759
Huaiying Fang, Xiaosheng Ji, Jianhong Yang, Yuxuan Yang, Tianchen Ji, Chaoming Wei
The size of the discharge outlet of a cone crusher directly impacts the size of the aggregate produced. However, the discharge outlet is still adjusted manually, which has a significant error and affects production efficiency. For this reason, this study proposed an adaptive control method for cone crushers based on aggregate online detection. Firstly, the aggregate image was segmented using an instance segmentation model and the anchor and structure of the model were optimised. Then, this study proposed an evaluation method for quickly and accurately assessing the overall segmentation effect of network models. By comparing the results with those before optimisation, the accuracy of the optimised network model was improved from 0.923 to 0.940. Finally, an adaptive control experiment was conducted based on the online aggregate detection results. The experimental results showed that the discharge particle size distribution of the cone crusher becomes more stable after intelligent control is added, with the variance of the proportion of cumulative gradation at 15 mm decreased from 34.3 to 14.4. These results indicated that the developed adaptive control system effectively controls the fine processing of coarse aggregates and significantly improves the quality of aggregate crushing and processing.
圆锥破碎机排料口的大小直接影响所生产骨料的大小。然而,排料口仍需人工调节,误差较大,影响生产效率。为此,本研究提出了一种基于骨料在线检测的圆锥破碎机自适应控制方法。首先,利用实例分割模型对骨料图像进行分割,并对模型的锚点和结构进行了优化。然后,本研究提出了一种评估方法,用于快速准确地评估网络模型的整体分割效果。通过与优化前的结果比较,优化后网络模型的准确度从 0.923 提高到 0.940。最后,根据在线聚合检测结果进行了自适应控制实验。实验结果表明,加入智能控制后,圆锥破碎机的出料粒度分布更加稳定,15 毫米处的累积级配比例方差从 34.3 降至 14.4。这些结果表明,所开发的自适应控制系统能有效控制粗骨料的精细加工,显著提高骨料破碎和加工质量。
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引用次数: 0
Effects of Ca2+/Mg2+ ions in recycled water on the reverse flotation properties of iron oxides 循环水中的 Ca2+/Mg2+ 离子对氧化铁反浮选特性的影响
Pub Date : 2024-05-10 DOI: 10.37190/ppmp/188465
Min Tang, Yan Wu, Jiahao Fu
Water quality, particularly hardness, plays an important role in affecting the floatability of minerals as it interferes with the chemical/electro-chemical characteristics of mineral surfaces and their interactions with flotation reagents. It could become unpredictable when water sources characterized by different calcium or magnesium ion distributions were involved. This study aimed to identify the role of Ca2+/Mg2+ ions in the recycled water on the cationic reverse flotation selectivity of iron oxides through a series of bench/micro flotation tests, zeta potential, powder contact angle, and Fourier Transform Infrared (FTIR), etc. The results pointed out that the use of recycled tailing water deteriorates the flotation selectivity and dilutes the concentrates. This can be largely attributed to the presence of Ca2+ ions at higher concentrations as they induce a drop in the Fe recovery and an increase in SiO2 content while an increase in the content of Mg2+ ions seems to have little effect on the quality of concentrate. As evidenced by the data from micro-flotation, powder contact angle, zeta potentials, and FTIR, a hydrophilic colloidal layer formed by Ca-based hydrolyzed compounds, such as Ca(OH)+ or, CaCO3(s), etc., on quartz could change its zeta potentials and disturb its interactions with a cationic collector. They also play a role in weakening the flocculation of starch on hematite probably by pre-locking the acidic groups on the starch remnants and contracting their configurations, thus preventing their adsorption on mineral surfaces. However, magnesium ions seem to be beneficial to in strengthening the flocculation of starch on hematite as magnesium-based species could act as adsorption bridges of between starch and mineral surfaces.
水质,尤其是硬度,在影响矿物可浮性方面起着重要作用,因为它会干扰矿物表面的化学/电化学特性及其与浮选试剂的相互作用。当水源中的钙或镁离子分布不同时,它可能会变得难以预测。本研究旨在通过一系列台架/微浮选试验、ZETA电位、粉末接触角和傅立叶变换红外光谱(FTIR)等,确定循环水中的 Ca2+/Mg2+离子对铁氧化物阳离子反浮选选择性的作用。结果表明,使用回收尾矿水会降低浮选选择性并稀释精矿。这主要归因于高浓度 Ca2+ 离子的存在,因为它们会导致铁回收率下降和二氧化硅含量增加,而 Mg2+ 离子含量的增加似乎对精矿质量影响不大。微浮选、粉末接触角、zeta 电位和傅立叶变换红外光谱的数据证明,石英上由 Ca(OH)+ 或 CaCO3(s)等 Ca 基水解化合物形成的亲水胶体层会改变石英的 zeta 电位,干扰其与阳离子捕收剂的相互作用。它们还可能通过预先锁定淀粉残余物上的酸性基团并收缩其构型,从而阻止其在矿物表面的吸附,从而起到削弱赤铁矿上淀粉絮凝的作用。不过,镁离子似乎有利于加强淀粉在赤铁矿上的絮凝作用,因为镁基物质可以充当淀粉和矿物表面之间的吸附桥。
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引用次数: 0
Coal slurry foam image enhancement based on multiscale convolutional network 基于多尺度卷积网络的煤泥泡沫图像增强技术
Pub Date : 2024-05-06 DOI: 10.37190/ppmp/188277
XianWu Huang, Yuxiao Wang, ZhiHong Zhu, Haili Shang, Zhao Cao
Collecting information on the flotation foam characteristics is important for controlling flotation production conditions. Foam images acquired during coal slurry flotation are affected by factors such as ambient lighting, contributing to uneven grayscale images with low brightness and contrast. Brightness enhancement of foam images is often required when using network models to extract feature information from the images. The paper proposes a foam image brightness enhancement algorithm based on a multiscale convolutional neural network. The method employs a skip connection structure based on a summation connection design based on logarithmic functions and introduces a loss function based on logarithmic transformation in the network. At the same time, branching networks of different complexity are designed in the network to further help alleviate the gradient vanishing problem. The experimental results show that when evaluating the quality of images after brightness enhancement of foam images and the public dataset MIT, the numerical results of using the proposed skip connection structure in the proposed network are overall better than using the resblock structure, and the proposed loss function is better than is better than using the L2 loss function. The proposed network greatly improves the visual effect of flotation foam images and lays the foundation for feature extraction of flotation foam images and intelligent flotation production.
收集有关浮选泡沫特性的信息对于控制浮选生产条件非常重要。在煤泥浮选过程中获取的泡沫图像会受到环境光线等因素的影响,导致图像灰度不均匀,亮度和对比度较低。在使用网络模型从图像中提取特征信息时,通常需要增强泡沫图像的亮度。本文提出了一种基于多尺度卷积神经网络的泡沫图像亮度增强算法。该方法采用了基于对数函数求和连接设计的跳转连接结构,并在网络中引入了基于对数变换的损失函数。同时,在网络中设计了不同复杂度的分支网络,以进一步帮助缓解梯度消失问题。实验结果表明,在对泡沫图像和公共数据集 MIT 进行亮度增强后的图像质量评估时,在所提出的网络中使用所提出的跳转连接结构的数值结果总体上优于使用 resblock 结构的结果,所提出的损失函数也优于使用 L2 损失函数的结果。提出的网络大大改善了浮选泡沫图像的视觉效果,为浮选泡沫图像的特征提取和智能浮选生产奠定了基础。
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引用次数: 0
Evaluation of a novel depressant PMAA for the separation of fluorite from calcite using NaOl as a collector 以 NaOl 为捕集剂从方解石中分离萤石的新型抑制剂 PMAA 评估
Pub Date : 2024-05-04 DOI: 10.37190/ppmp/188272
Xiaofeng Zhang, Qi Li, Wenqing Qin, Cheng Liu, Siyuan Yang
It is challenging to separate fluorite from calcite due to their same calcium activated sites on their surfaces. The copolymer of maleic and acylic acid (PMAA) was used to inhibit the calcite in the flotation of fluorite. Micro-flotation results exhibited that sodium oleate (NaOl) had a good ability to collect fluorite and calcite in the scope of pH 7-10. The PMAA treatment prior to NaOl selectively depressed the floatability of calcite while allowed the flotation of fluorite, and the artificial minerals mixture plotted that fluorite/calcite could be effectively separated in the presence of PMAA/NaOl. Zeta potential results suggested that NaOl collector was absorbed on the PMAA-conditioned calcite surface but did not adsorb on the PMAA-conditioned fluorite surface. XPS results and calculational chemistry revealed the chemical interaction occurred between calcite surface and PMAA which was attributed to the calcium ions of calcite surface interacting with -COOH group of PMAA.
由于萤石和方解石表面具有相同的钙活化位点,因此要将它们分离开来具有挑战性。在浮选萤石的过程中,使用了马来酸和酰基酸的共聚物(PMAA)来抑制方解石。微浮选结果表明,在 pH 值为 7-10 的范围内,油酸钠(NaOl)具有良好的收集萤石和方解石的能力。人工矿物混合物图显示,在 PMAA/NaOl 存在下,萤石/方解石可有效分离。Zeta 电位结果表明,NaOl 捕集剂被 PMAA 调节的方解石表面吸收,但未被 PMAA 调节的萤石表面吸附。XPS 结果和化学计算显示,方解石表面与 PMAA 之间发生了化学作用,这是由于方解石表面的钙离子与 PMAA 的 -COOH 基团相互作用所致。
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引用次数: 0
Influence of pH and salt solution on the sedimentation properties of fine bauxite tailings pH 值和盐溶液对铝土矿尾矿沉降特性的影响
Pub Date : 2024-03-21 DOI: 10.37190/ppmp/186326
Haihao Yu, Zhixiao Bai
Bauxite tailings slurry is a type of solid waste produced in the process of bauxite washing and beneficiation. It has poor engineering properties, that is, self-consolidation settlement unusually cannot be completed during several decades. To investigate the sedimentation properties of bauxite tailings, bauxite tailings slurry, phyllite residual soil, and kaolinite, we conduct sedimentation tests on these materials in varying pH and salt solution environments. The influence mechanism of the surface electrical properties of clay particles on the settlement of tailings slurry is investigated using the zeta potential test. The findings reveal that increases in the cation concentration and valence state lead to compression of the electric double layer on the surface of three types of soil particles, resulting in a decline in the repulsive potential energy and an increase in the gravitational potential energy. This in turn contributes to a reduction in the settling stable void ratio. As the pH increases, the zeta potentials of the three soils gradually decrease from positive to negative. A change in the pH at the isoelectric point, PZCedge, triggers the transformation of the kaolinite mineral arrangement. When the pH is either greater than or less than the isoelectric point, an increase or decrease in the pH results in expansion of the electric double layer of the clay particles and an increase in the pore content. The results of this study suggest that bauxite tailings mud is more likely to settle in an acidic environment than in an alkaline environment, thus an acidic settling environment should be utilized for bauxite tailings produced in industrial production.
铝土矿尾矿浆是铝土矿洗选过程中产生的一种固体废弃物。其工程特性较差,自固结沉降异常,几十年都无法完成。为了研究铝土矿尾矿、铝土矿尾矿浆、辉绿岩残土和高岭石的沉降特性,我们对这些材料在不同 pH 值和盐溶液环境下进行了沉降试验。利用 zeta 电位测试研究了粘土颗粒表面电特性对尾矿浆沉降的影响机制。研究结果表明,阳离子浓度和价态的增加会导致三种土壤颗粒表面的电双层压缩,从而导致排斥势能下降,重力势能上升。这反过来又导致了沉降稳定空隙率的降低。随着 pH 值的增加,三种土壤的 zeta 电位逐渐由正变负。等电点(PZCedge)处 pH 值的变化会引发高岭石矿物排列的变化。当 pH 值大于或小于等电点时,pH 值的增大或减小都会导致粘土颗粒电双层的膨胀和孔隙含量的增加。这项研究结果表明,铝土矿尾矿泥在酸性环境中比在碱性环境中更容易沉降,因此工业生产中产生的铝土矿尾矿应采用酸性沉降环境。
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引用次数: 0
Recovery of rare earths and lithium from rare earth molten salt electrolytic slag by lime transformation, co-leaching and stepwise precipitation 通过石灰转化、共浸出和逐步沉淀法从稀土熔盐电解渣中回收稀土和锂
Pub Date : 2024-03-21 DOI: 10.37190/ppmp/186333
Xinglan Li, Peidi Luo, Zishuai Liu, Xuekun Tang, Baqun Zhang, Jiangfeng Guo
The rare earth molten salt electrolytic slag (REMSES) has recently attracted significant attention due to its potential environmental hazards and high content of rare earths and lithium, leading to a surge in recycling efforts. In this study, we propose and demonstrate a novel and straightforward process for the simultaneous extraction of rare earths and lithium from REMSES through lime transformation and sulfuric acid leaching at low temperatures. Firstly, during the lime transformation process, REMSES is converted into hydroxides that can be easily dissolved in acids. Secondly, REEs and Li present in the slag are co-extracted using a conditional sulfuric acid leaching method, resulting in 95.72% REEs leaching efficiency and 99.41% Li leaching efficiency under optimal conditions. Finally, REEs and Li in the solution are precipitated using oxalic acid and trisodium phosphate with precipitation efficiencies of 99.02% for REEs and 94.85% for Li respectively. This innovative process enables the conversion of REEs and lithium from REMSES into high-purity products (a mixture of REOs with 99.31% purity; Li3PO4 with 98.93% purity), thereby facilitating their valuable utilization.
稀土熔盐电解渣(REMSES)因其潜在的环境危害和高含量的稀土和锂,最近引起了人们的极大关注,导致回收工作激增。在本研究中,我们提出并演示了一种新颖而简单的工艺,通过石灰转化和低温硫酸浸出同时从 REMSES 中提取稀土和锂。首先,在石灰转化过程中,REMSES 被转化成氢氧化物,很容易溶解在酸中。其次,采用条件硫酸浸出法共同萃取矿渣中的 REEs 和 Li,在最佳条件下,REEs 的浸出效率为 95.72%,Li 的浸出效率为 99.41%。最后,使用草酸和磷酸三钠沉淀溶液中的 REEs 和 Li,REEs 和 Li 的沉淀效率分别为 99.02% 和 94.85%。这一创新工艺可将 REMSES 中的 REEs 和锂转化为高纯度产品(REOs 混合物,纯度为 99.31%;Li3PO4,纯度为 98.93%),从而促进了它们的宝贵利用。
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引用次数: 0
Effect of air profiling and frother concentration on a flotation bank performance 空气剖面和浮选剂浓度对浮选槽性能的影响
Pub Date : 2024-03-20 DOI: 10.37190/ppmp/186274
Miguel Maldonado, Ignacio Ramos, Alonso Pinto, Cesar O Gomez
The impact of air distribution on the metallurgical performance of a flotation bank operating with a mineral slurry having a moderate and high frother concentration is assessed. A flotation bank of two and three 5L Denver cells was implemented, and air flow was distributed down the bank as increasing and decreasing profiles. It was observed that when operating the bank configurations with a moderate frother concentration (10 ppm DF 400) the increasing profile provided the highest Cu enrichment ratio at the expense of a slight reduction in Cu recovery. This increase in selectivity was mainly due to a significant reduction in the water recovery and mass-pull in the first cell. When the bank operated with a high frother concentration, i.e., well beyond the CCC, a significant increase in water recovery was observed, producing a significant loss in selectivity that could not be compensated by air profiling.
本研究评估了气流分布对使用具有中等和较高泡沫浓度的矿浆的浮选槽的冶金性能的影响。浮选槽组由两个和三个 5L 丹佛槽组成,气流在槽组中的分布呈递增和递减曲线。观察发现,在中等泡沫浓度(10 ppm DF 400)的浮选槽配置中,递增剖面的铜富集率最高,但铜回收率略有下降。选择性的提高主要是由于第一个单元的水回收率和拉力显著降低。当槽在高泡沫浓度(即远远超过 CCC)下运行时,观察到水回收率显著增加,从而导致选择性显著降低,而这是空气剖面无法弥补的。
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引用次数: 0
期刊
Physicochemical Problems of Mineral Processing
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