基于操作参数的柱浮选水回收经验模型

IF 2.3 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY
JOM Pub Date : 2025-07-15 DOI:10.1007/s11837-025-07549-y
Reza Zolfaghari, Mohammad Karamoozian
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引用次数: 0

摘要

随着低质量复杂矿物的选矿,细粒脉石固体的夹带问题已成为柱浮选中的关键问题。水回收(\(R_{{\text{w}}} \))有助于夹带和影响精矿的回收。本研究通过对释放石英和脉石矿物进行10-L间歇柱浮选,进行了间歇表面响应柱浮选试验,探讨了固体含量、起泡剂用量、气流速率和捕收剂用量对水回收率的主要和综合影响。结果表明:\(R_{{\text{w}}}\)受(1)气流速率、(2)固含量、(3)起泡剂用量、(4)固含量与起泡剂用量的相互作用、(5)固含量与捕集剂用量的相互作用(影响程度由大到小)的影响。有趣的是,随着柱浮选气流速率的增大,水回收率对起泡剂投加量更加敏感。提出了一种基于操作参数的采水实验模型。该研究通过开发一种综合的、数据驱动的方法,考虑了多个操作参数的同时变化,解决了缺乏综合预测采收率模型的问题。在\(R_{{\text{w}}}\)上观察到一个显著的变化。观察到的效应和相互作用以及泡沫停留时间的影响表明,当考虑到水的排出和浆体水流入泡沫相时,可以准确预测水的回收率。因此,可以假设泡沫停留时间通过\(R_{{\text{w}}}\)影响\({R}_{{\text{ent}},i}\),但不改变固体对水的相对移动(即夹带)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Empirical Model for Water Recovery in Column Flotation Based on Operation Parameters

Nowadays, with the processing of low-quality and complex minerals, the entrainment of fine gangue solids has become a critical issue in column flotation. Water recovery (\(R_{{\text{w}}} \)) contributed to the entrainment and affected concentrate recovery. In this study, batch surface response column flotation tests have been carried out to question the primary and composed effects of solid content, frother dosage, airflow rate, and collector dosage on the water recovery by utilizing a mix of released quartz and gangue mineral in a 10-L batch column flotation. The results showed that \(R_{{\text{w}}}\) was affected by (1) airflow rate, (2) solid content, (3) frother dosage, (4) the interaction between solid content and frother dosage, and (5) it was the interaction between solid content and collector dosage (in order of decreasing effects). It was interesting to note that, as the airflow rate in column flotation increased, water recovery became more sensitive to frother dosage. An experimental model for water recovery based on operational parameters is presented in this article. This study addresses the lack of a comprehensive model for predicting recovery by developing an integrated, data-driven approach that considers simultaneous variations in multiple operational parameters. A significant change was observed on \(R_{{\text{w}}}\). The observed effects and interactions, along with the influence of froth residence time, indicate that accurate prediction of water recovery is possible when both water drainage and the influx of water from the pulp into the froth phase are taken into account. For that reason, it could be assumed that the froth residence time influenced the \({R}_{{\text{ent}},i}\) by \(R_{{\text{w}}}\), but did not alter the relative move of solids to water (i.e., the entrainment).

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来源期刊
JOM
JOM 工程技术-材料科学:综合
CiteScore
4.50
自引率
3.80%
发文量
540
审稿时长
2.8 months
期刊介绍: JOM is a technical journal devoted to exploring the many aspects of materials science and engineering. JOM reports scholarly work that explores the state-of-the-art processing, fabrication, design, and application of metals, ceramics, plastics, composites, and other materials. In pursuing this goal, JOM strives to balance the interests of the laboratory and the marketplace by reporting academic, industrial, and government-sponsored work from around the world.
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