WEBSep 1, 2012 · In the recent past, a paradigm shift in terms of resource utilization and beneficiation practices is experienced by the Indian mining and mineral sector. Depleting iron ore reserves coupled with increasing demand for lowalumina iron ore fines to improve blast furnace performance in terms of productivity and reduced slag rate .
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WEBSep 20, 2019 · The concentrate grade has direct impact on the oredressing metal recovery rate, concentrate output and oredressing cost. The flowchart of main production processes of iron mining is given in Fig. 1. Therefore, the realization of resource conservation and energy saving should bind investment strategy with grades optimization in iron mine.
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WEBJan 1, 2024 · The use of the NBI optimization tool associated with the response surface model can be a great possibility to determine better flotation conditions at different iron concentrations in the ore, listing better starch masses and process time. CRediT authorship contribution statement. Matheus Furlan Pinheiro: Visualization, Investigation.
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WEBJul 7, 2021 · The total iron concentration decreased rapidly during the first 3 h of leaching and then plateaued (Figure Figure5 5). This change was driven by the reduction of Fe 3+ to Fe 2+ early in the leaching process. One hypothesis is that when the ore was added to the solution, the pH rapidly increased to around 4, and iron precipitated as Fe(OH) 3 ...
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WEBNov 16, 2011 · Many scholars have performed various researches on the reduction of blast furnace production cost [12–24]. Helle et al. [12] established an optimization model of blast furnace ironmaking process with biomass as auxiliary reductant for the blast furnace, and the production cost minimization was taken as the objective.
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WEBFeb 17, 2023 · Intensifiion of the iron ore sintering process was approached by injecting hydrogenrich gas into the sinter bed. The loion of the injection was critical to the pyrolysis of the solid fuel, and the SOx and NOx emissions. ... An advanced analyticsbased hot metal silicon prediction and optimization model has also been successfully ...
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WEBAug 1, 2022 · Mathematical modeling and distribution characteristics evaluation of fuel particles in iron ore sintering process. Author links open overlay panel ... [20] applied the numerical simulation model to obtain a reasonable average fuel ratio of the sintering beds based on its heat demand or the maximum temperature, without considering the ...
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WEBMar 1, 2021 · For this purpose, the operation process in mine of the Golgohar iron mine that produces three types of products (sizing, concentrate and pellet) for sales is used to model objective function.
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WEBMar 1, 2020 · The contributions of the paper are: (i) The method based on the time series data clustering proposed in this paper has a better recognition performance than the operating mode recognition method based on the data point clustering proposed in Moon et al. (2009) and fully considers the time series characteristics of the sintering process; .
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WEBNajor and Hagan (2006) used queuing theory to model the stochastic process of a shoveltruckplant system. It analysed idle time and predicted throughput. The numerical results demonstrated that the reduction of queuing could increase production by about 8 per cent. The preceding text has reviewed the optimization techniques used in mining.
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WEBAug 1, 2023 · To further realize the optimization of fuel distribution, Zhao et al. [20] and Huang et al. [24] established the optimization model of solid fuel ... influence of fuel distribution optimization on the sintering process of iron ore with biochar substitution. ... are reserved, including those for text and data mining, AI training, and similar ...
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WEBMay 1, 2019 · The blending problem is a common research problem in mining and smelting industry. The expression of the blending problem is that different components need to be determined in proportion or ...
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WEBJan 12, 2024 · Mitra K, Majumder S. Successive approximate model based multiobjective optimization for an industrial straight grate iron ore induration process using evolutionary algorithm. Chem Eng Sci 2011; 66: 3471–3481.
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WEBMar 1, 2007 · Fig. 3 shows that with increasing the ore concentrate from 430 kg/t to 630 kg/t, the sinter output No. 2 MultiObjective Optimization and Analysis Model of Sintering Process Table 1 Input variable of each BP network BP network prediction model Input variable Average relative error/% Cost BF ash Limestone Rich ore Return sinter Stream ...
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WEBApr 15, 2020 · Flash ironmaking technology is a technique that directly reduces inflight iron ore particles (particle size <100 μm) using a gas reductant. It was developed as an alternative to traditional ironmaking technology with the aim of decreasing energy consumption and CO 2 emissions in the ironmaking process. During the flash .
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WEBSep 1, 2021 · Abstract. Tumble Strength (TS) of iron ore sinter, affected by numerous factors, is considered as a vital performance to assess sinter quality for blast furnace (BF) ironmaking. For the sake of providing a credible manipulative strategy of TS in sinter production, we built a mathematical model using artificial neural network, the socalled .
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WEBSep 8, 2023 · Raft Optimization: The raft in the Blast Furnace refers to the layer of coke and burden materials that support the. weight of the materials above it. In this case, an optimization process was ...
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WEBJan 1, 2014 · The quality of the iron ore pell et in the pelletizing process is directly rel ated to the a mount of fines in the product. According to this particularity o f the process and considering the ore ...
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WEBNov 3, 2023 · Optimization of sinter ore alloion is a key step in the steel production process, which has become the most important measure for steel enterprises to effectively reduce cost, improve quality, save energy and reduce emissions. In this paper, the first intelligent recommendation model for the sintering dosing scheme considering cost, .
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WEBMineral processing faces intrinsically complied processes and recirculating loads. Production can often be disturbed by unexpected events and recurrent maintenance operations. Today's mines must also process more complex ores due to declining ore grades. All of this adds up to complied process operations. We can provide a better .
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WEBSep 1, 2016 · Request PDF | Modeling and optimization method featuring multiple operating modes for improving carbon efficiency of iron ore sintering process | Iron ore sintering is one of the most energy ...
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