— The efficient utilization of copper-nickel sulfide ores that contain multiple magnesium silicate gangue minerals by flotation is difficulty. To solve this problem, the flotation behavior of a refractory copper sulfide ore with multiple MgO gangue minerals was investigated, and the mechanism was discussed in this study. The results show that the …
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Three methods of MCA were introduced to investigate the effects of sandstone copper ore flotation process. The taxonomic development measure with the Euclidean distance dj …
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— For copper ores with oxidation rates of up to 94%, flotation tests have been performed by sulfidization-xanthate flotation, 2,5-dithiol-1,3,4-thiodiazole flotation, and …
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— A large porphyry copper flotation plant has been simulated using a flotation model developed from first principles using the hydrophobic force as a kinetic parameter (Huang et al., 2022, Gupta et al., 2022).The input to the simulation was the size-by-class liberation matrix (m ij) of a flotation feed, which was essential for predicting the size-by …
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— The copper oxide ore in Dali, which contains 0.69% of copper and 11.24g/t of silver, was beneficiated by sulphidizing - xanthate flotation method. The flotation tests were carried out systematically with sodium sulfide as sulphidizing agent and butyl xanthate + ammonium dibutyl dithiophosphate as the combined collectors. Through closed-circuit …
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— The working condition category is mainly determined by the ore properties. In the copper flotation industry site, the ore mainly comes from two mines. In the grinding process, the ore from a single mine or a mixture of ore from two mines is used. Therefore, there are three types of working condition categories in the copper flotation process.
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— This molybdenum flotation circuit, based on 250-500 tons per 24 hours is designed for low-grade molybdenum ore having high-grade streaks and with pyrite-quartz gangue.It is also basically sound for many …
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— The run-of-mine ore is transferred by trucks to a primary gyratory crusher, whereas grinding is undertaken in a multi-stage closed circuit using semi-autogenous grinding (SAG) mills, ball mills, and pebble crushing. A multi-stage flotation circuit produces copper concentrates with the use of mechanical cells, regrind mills and column cells. The ...
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Figure 1 shows an example of the most common porphyry copper ore type beneficiation flowsheet. Porphyry ores, although generally contain small amount of copper below 1%, belong to easy-to-float ...
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— The presence of copper activates sphalerite during the grinding ... In this work, we extend our studies to a real complex sulfide ore with multi-stage flotation. The concentrate grade is inferred with image features and supplied to a mass balance framework for inference of recovery. A robust structure is proposed for multi-stage …
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— Porphyry copper deposits, sediment-hosted strata-bound copper deposits, vein deposits, ... One of the major challenges is non-selective polymer adsorption onto mineral particles in a multi-component ore system. ... Significance of exposed grain surface area in coarse particle flotation of low-grade gold ore with the hydrofloattm technology.
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— 1. Introduction. Froth flotation is a process that selectively separates materials by utilizing the differences in their hydrophilic and hydrophobic surface properties (Wills, 2006).Since its introduction to the mining and mineral processing industry at the beginning of the 20th century, it has become the most essential process for recovering …
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— The grinding conditions affect significantly the subsequent flotation stage of this sulphide copper ore. The presence of iron ions in the slurry is deleterious to the flotation of copper minerals and may be avoided by the utilisation of lined mills and non-ferrous or corrosion resistant grinding media, such as stainless steel or pebbles.
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Numerous flotation models have been proposed in the literature. Thirteen of these have been applied to batch flotation data and evaluated with respect to one another using statistical techniques.Flotation tests were carried out on samples of a US porphyry copper ore (Pinto Valley, AZ). The ore was tested using various collector and frother systems to …
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Asghari et al. [27] investigated the improvement of copper recovery in an industrial flotation circuit (Sarcheshmeh copper mine), and stated that about 95% of overall copper lost in final tailing was in the rougher circuit while the rougher flotation recovery of mixed copper ore was 8% less than the sulfide ore.
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— The dominant challenge of current copper beneficiation plants is the low recoverability of oxide copper-bearing minerals associated with sulfide type ones. Furthermore, applying commonly used conventional methodologies does not allow the interactional effects of critical parameters in the flotation processes to be investigated, …
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— The flotation by surface sulphidisation of the oxidized copper-cobalt-bearing ore from Kimpe (1.97% Cu; 0.66% Co) was studied in order to evaluate its behavior by the analysis of its most ...
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— A system of multi-channeled downcomers provides a high rate of share, and thus high intensity mixing of gas and slurry introduced into the flotation system. ... Effect of microwave pretreatment on grinding and flotation kinetics of copper complex ore. Int. J. Miner. Metall. Mater., 28 (12) (2021), pp. 1887-1897, 10.1007/s12613-020-2106-0. View ...
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— Copper (Cu) ore is a naturally occurring mineral deposit that contains copper in varying concentrations. It is an important industrial metal that has been used by human civilizations for thousands of years due to its excellent electrical and thermal conductivity, high ductility, and resistance to corrosion. Copper is widely used in various applications, …
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— In this work, the prediction and optimisation of copper flotation has been conducted in the rougher flotation circuit. The copper-recovery prediction involved the application of support vector machine (SVM), Gaussian process regression (GPR), multi-layer perceptron artificial neural network (ANN), linear regression (LR), and random …
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— Moreover, since multiple textures can be present within an orebody, their relative proportion in the ore could affect the overall flotation performance. Therefore, understanding the types of pyrite present, their abundance, and how they affect the flotation behavior of the ore is critical for an efficient depression and possible reclamation of ...
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— After plastic flotation, the particle size, the dosages of collectors, frother, and activator were investigated and a copper concentrate assaying 53.5% Cu was obtained at the end of the copper ...
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— The copper ore flotation method can be divided into forward flotation and reverse flotation according to the separation of valuable components: discharging useless minerals (gangue minerals) in the …
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multi-stage flotation process to achieve the desired results [4, 5, 12]. The circuit comprises of rougher and main flotation operations, with a section of the ore carbonate and sandstone-shale. The products obtained in the first stages are directed downstream ... sandstone copper ore flotation process and to classify the case studies.
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The copper flotation process design is a multi label learning. Before multi label classification and regression, label-specific features for each label need to be selected from the original features. This paper puts forward a multi label feature selection (MLFS) based on domain knowledge and label correlation. In the proposed MLFS, the domain knowledge function …
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— The flotation process is a separation technique primarily used in mineral processing for the recovery of minerals (Wills and Finch, 2016), that also finds application in other industrial processes such as wastewater treatment and paper recycling (Saththasivam et al., 2016, Vashisth et al., 2011).Separation of mineral particles by flotation takes …
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— In this section, we carry out a case study to maximize the ore grade in the copper concentrate and determine the best operating conditions (for example, reagent …
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DOI: 10.1016/j.mineng.2024.108669 Corpus ID: 268754860; Prediction of multi-stage froth flotation efficiency of complex lead–zinc sulfide ore using an integrated ensemble neural network–random forest model
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— The process choice of copper ore flotation is determined by the raw ore properties. Meanwhile, there are many determining factors for the copper ore flotation process, like the mineral disseminated particle size, the associated relationship with quartz rock, and the gangue mineral types. Only by taking full consideration of the factors and ...
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— The flotation results obtained in high salinity water at pH 8.0 after grinding with forged steel and Hi-Cr steel media as reported in the previous work (Mu and Peng, 2021) are also shown in Fig. 1.When forged steel was used as grinding media, 78.0% chalcopyrite recovery and 39.9% pyrite recovery with a low Cu grade of 4.3% were …
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