A hybrid feature selection method for production condition recognition in froth flotation with noisy labels

X Zhou, R Zhang, C Yang - Minerals Engineering, 2020 - Elsevier
Production condition recognition plays a major role in the froth flotation process control, and
its accuracy has great influence on the performance of froth flotation. In order to improve the …

On-line analysis of froth surface in coal and mineral flotation using JKFrothCam

PN Holtham, KK Nguyen - International Journal of Mineral Processing, 2002 - Elsevier
The personal computer revolution has resulted in the widespread availability of low-cost
image analysis hardware. At the same time, new graphic file formats have made it possible …

Bubble size estimation using interfacial morphological information for mineral flotation process monitoring

C YANG, C XU, X Mu, K ZHOU - … of Nonferrous Metals Society of China, 2009 - Elsevier
To relate froth structural information with mineral flotation performance, segmentation
analysis was performed on froth images characterized by fully occupied convex bubbles …

[图书][B] Froth flotation: a century of innovation

MC Fuerstenau, GJ Jameson, RH Yoon - 2007 - books.google.com
This thorough volume describes state-of-the-art research and practice in mineral froth
flotation as known and practiced a century after its introduction. Recognized experts provide …

Review of froth modelling in steady state flotation systems

ZT Mathe, MC Harris, CT O'Connor, JP Franzidis - Minerals Engineering, 1998 - Elsevier
Froth models proposed in the literature are reviewed with the aim of identifying their
significance and usefulness in the modelling and scale-up of the froth phase in steady state …

[HTML][HTML] Prediction of the metallurgical performances of a batch flotation system by image analysis and neural networks

A Jahedsaravani, MH Marhaban, M Massinaei - Minerals Engineering, 2014 - Elsevier
It is now generally accepted that froth appearance is a good indicative of the flotation
performance. In this paper, the relationship between the process conditions and the froth …

Application of numerical image analysis to process diagnosis and physical parameter measurement in mineral processes—part I: flotation control based on froth …

G Bartolacci, P Pelletier Jr, J Tessier Jr, C Duchesne… - Minerals …, 2006 - Elsevier
This paper summarizes research into the study of the control of flotation processes based on
froth images. A review of the froth flotation operation background and the relevance and role …

Ash determination of coal flotation concentrate by analyzing froth image using a novel hybrid model based on deep learning algorithms and attention mechanism

X Yang, K Zhang, C Ni, H Cao, J Thé, G Xie, Z Tan… - Energy, 2022 - Elsevier
Flotation is an important separation method for coal preparation, where ash content is critical
to coal product quality. However, the absence of fast and accurate ash determination of coal …

Relationship between surface froth features and process conditions in the batch flotation of a sulphide ore

C Aldrich, DW Moolman, SJ Bunkell, MC Harris… - Minerals …, 1997 - Elsevier
Flotation processes occurring in the bulk and froth phases have a characteristic influence on
the structural features and dynamics of the flotation froth. In principle the froth features can …

Compression and reconstruction of flotation foam images based on generative adversarial networks

R Jia, Y Yan, D Lang, D He, K Li - Minerals Engineering, 2023 - Elsevier
The froth flotation is a beneficiation method that utilizes the differences in the physical and
chemical properties of the surface of mineral particles to achieve the effective separation of …