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基于生成对抗网络的浮选加药过程建模 被引量:3
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作者 李希 胡文静 +2 位作者 刘浪 易嘉闻 赵林 《湖南理工学院学报(自然科学版)》 CAS 2021年第3期1-8,共8页
针对矿物浮选过程中浮选药剂添加量与泡沫图像特征之间关系复杂且难以准确建模的问题,提出一种基于生成对抗网络的浮选加药过程智能建模方法.利用生成对抗网络的样本对抗思想,通过判别器计算加药过程中泡沫图像变化前后的特征差异,生成... 针对矿物浮选过程中浮选药剂添加量与泡沫图像特征之间关系复杂且难以准确建模的问题,提出一种基于生成对抗网络的浮选加药过程智能建模方法.利用生成对抗网络的样本对抗思想,通过判别器计算加药过程中泡沫图像变化前后的特征差异,生成器学习到不同药剂添加量情况下的泡沫图像特征.利用工业现场采集的浮选加药数据进行实验验证,结果表明,所提浮选加药过程建模方法能够有效构建加药量和泡沫图像之间的关系,在不同工况下模型得到的加药后泡沫图像特征均与实际的加药后泡沫图像一致. 展开更多
关键词 生成对抗网络 加药 泡沫浮选 泡沫图像 矿物浮选过程
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A novel approach to prevent bubble coalescence during measurement of bubble size in flotation 被引量:9
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作者 张炜 Jan E.Nesset James A.Finch 《Journal of Central South University》 SCIE EI CAS 2014年第1期338-343,共6页
Effect of frothers in preventing bubble coalescence during flotation of minerals has long been investigated.To evaluate the performance of a frother,an apparatus to measure the bubble size is a basic necessity.McGill ... Effect of frothers in preventing bubble coalescence during flotation of minerals has long been investigated.To evaluate the performance of a frother,an apparatus to measure the bubble size is a basic necessity.McGill Bubble Size Analyzer(MBSA) or bubble viewer that has been developed and completed by McGill University's Mineral Processing Group during the last decade is a unique instrument to serve this purpose.Two parameters which are thought to influence the bubble size measurements by McGill bubble viewer include water quality and frother concentration in the chamber.Results show that there is no difference in Sauter mean(D32) when tap or de-ionized water was used instead of process water.However,the frother concentration,in this research DowFroth 250(DF250),inside the chamber exhibited a pronounced effect on bubble size.Frother concentration below a certain point can not prevent coalescence inside the chamber and therefore caution must be taken in plant applications.It was also noted that the frother concentration which has been so far practiced in plant measurements(CCC75-CCC95) is high enough to prevent coalescence with the bubble viewer. 展开更多
关键词 FLOTATION frother bubble size bubble coalescence
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Flotation tree analysis for recovery of sillimanite from red sediments
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作者 Laxmi T. Rao R.Bhima 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2015年第5期843-848,共6页
In this paper an attempt is made to recover sillimanite by flotation tree analysis process and conventional flotation process from non magnetic fraction of red sediments.The experimental results of both the processes ... In this paper an attempt is made to recover sillimanite by flotation tree analysis process and conventional flotation process from non magnetic fraction of red sediments.The experimental results of both the processes are presented.The data reveal that the deslimed sample contains 33.2%(by weight) total heavy minerals and out of which the sillimanite mineral content is 3.6%(by weight).It is observed that flotation tree analysis needs 10 cells to get five output products and where as conventional flotation process needs 15 cells to recover similar grade of five output products.Thus,flotation tree analysis is not only economic process but also efficient process(to say efficient process,the tree analysis product should be higher grade). 展开更多
关键词 Tree analysis FLOTATION Red sediment SILLIMANITE
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