the flotation performance recognition in sulphur flotation process. GUI et al [11] proposed a texture feature extraction method based on color co-occurrence matrix to better monitor and evaluate the production state. Recently, based on GUIs' work, ZHAO et al [3] presented a multi-scale gray level

We further improved the flotation recovery of cuprite with a moderate increase in the concentration of sulfide reagents. The flotation recovery of cuprite reached 47.41% at 1 × 10 −3 mol/L Na 2 S and 2 × 10 −4 mol/L NaBX. This may be attributable to the formation of additional hydrophobic copper sulfide components on the cuprite surface.

The iron purity rose 15.6% on average from 56.22% to 65.03%, corresponding to an average decrease in silica purity from 14.77% to 2.32%. In addition, a stabilizing flotation performance was registered by comparing the fed purity dispersions and concentrated purity dispersions for both iron and silica.

1. Introduction. Froth flotation, a highly versatile method used to selectively separate hydrophobic from hydrophilic materials, is a complex and poorly understood phenomenon; this process is difficult to robustly and optimally control because of its inherent chaos and upsets (Bergh and Yianatos, 2011).The appearance of the froth …

DOI: 10.1016/b978-0-12-819592-5.00018-1 Corpus ID: 243185933; Intelligent optimal setting control of the cobalt removal process @article{Yang2021IntelligentOS, title={Intelligent optimal setting control of the cobalt removal process}, author={Chunhua Yang and Bei Sun}, journal={Modeling, Optimization, and Control of Zinc …

Although limited studies exist on the effect of specific pyrite textures on flotation performance, the existing literature points out that fine-grained textures and complex textures with a high surface area have higher flotation rates and recoveries (Barker, Gerson, and Menuge Citation 2014; Can, Özçelik, and Ekmekçi Citation 2021; …

Semantic Scholar extracted view of "Application of density-based clustering algorithm and capsule network to performance monitoring of antimony flotation process" by Lihui Cen et al. ... on its accuracy in the large-scale image recognition setting using an architecture with very small convolution filters, which shows that a significant ...

If used to the flotation of high-sulfur coal with sulfur content of more than 3%, ultrasonic conditioning can enhance the performance of de-sulphurization and de-ashing for fine coal flotation [11], [12], [13]. Up to now, there has been little study on the mechanism of de-sulphurization and de-ashing by ultrasonic conditioning and little work ...

Performance Recognition for Sulphur Flotation Process Based on Froth Texture Unit Distribution. Table 1. The detection performance of the testing database. ...

Performance Recognition for Sulphur Flotation Process Based on Froth Texture Unit Distribution. Mingfang He Chunhua Yang W. Gui Y. Ling. Engineering, Materials Science. 2013; As an important indicator of flotation performance, froth texture is believed to be related to operational condition in sulphur flotation process.

The optimal control of sulphur flotation process is difficult due to the unavailability of key process variables, complex process dynamics and the computational complexity in solving the corresponding Hamilton-Jacobi-Bellman (HJB) equation. ... Sulfur flotation performance recognition based on hierarchical classification of local dynamic …

Performance Recognition for Sulphur Flotation Process Based on Froth Texture Unit Distribution (English) 0 references. main subject. flotation. 0 references ...

The first element E1 may take eight possible positions from a to h. from publication: Performance Recognition for Sulphur Flotation Process Based on Froth Texture Unit Distribution | As an ...

Recent developments have also highlighted the potential of froth image analysis in soft sensors and operational state sensors that can be used to monitor and control the performance of flotation systems. Over the last three decades, computer vision systems have advanced significantly in line with advances in hardware and software.

Sulfur flotation process is a typical industry process with complex dynamics. ... This study proposes a flotation performance recognition system based on a hierarchical classification of froth ...

DOI: 10.1016/J.MINENG.2015.12.008 Corpus ID: 110857755; Recognition of flotation working conditions through froth image statistical modeling for performance monitoring @article{Zhang2016RecognitionOF, title={Recognition of flotation working conditions through froth image statistical modeling for performance monitoring}, author={Jin Zhang …

Performance Recognition for Sulphur Flotation Process Based on Froth Texture Unit Distribution Figure 3 The online acquired sulphur froth images in cleaner cell.

Performance Recognition for Sulphur Flotation Process Based on Froth Texture Unit Distribution. Mingfang He Chunhua Yang W. Gui Y. Ling. Engineering, Materials Science. 2013; As an important indicator of flotation performance, froth texture is believed to be related to operational condition in sulphur flotation process.

Flotation product size analysis shows that nanobubbles were most effective in improving the flotation performance of ultrafine (< 0.08 mm) and relatively coarse particles (>0.4 or 0.5 mm). View ...

The method of bubble color and texture feature extraction based on adaptive. feature weighting is proposed in this paper, which is still not common in the identification of foa m flotation [1-3 ...

Sulfur Flotation Performance Recognition Based on Hierarchical Classification of Local Dynamic and Static Froth Features. Article. Full-text available. Feb 2018; Yalin Wang; Bei Sun; Runqin Zhang;

The industrial application results show that the accurate performance classification of sulphur flotation can be achieved by using the proposed method. View Show abstract

Performance Recognition for Sulphur Flotation Process Based on Froth Texture Unit Distribution. Article. Full-text available. Jan 2013; Mingfang He; Chunhua Yang; Weihua Gui; Yiqiu Ling;

Performance Recognition for Sulphur Flotation Process Based on Froth Texture Unit Distribution Figure 6 Normal kernel based method to approximate the actual texture unit density estimation for Figure 3 .

An efficient flotation process was developed to selectively recover elemental sulfur from a high-sulfur pressure acid leaching residue of zinc sulfide concentrate. The process mineralogy analysis ...

Froth feature extraction plays a significant role in the monitoring and control of the flotation process. Image-based soft sensors have received a great deal of interest in the flotation process due to …

In order to solve the problem, a recognition model based on density clustering and capsule neural network (CapsNet) is proposed to classify the working conditions of the antimony froth flotation process. The main contributions are as follows: (1) A recognition model for the flotation condition based on CapsNet was proposed.

Pyrite can have variable textures and chemical composition. Presence of complex textures are likely to be problematic in flotation. Complex textures have higher content of impurities and are more prone to oxidation. Defects can lead to variations in electrochemistry and surface oxidation potential.

An efficient flotation process was developed to selectively recover elemental sulfur from a high-sulfur pressure acid leaching residue of zinc sulfide concentrate. The process mineralogy analysis showed that the …

DOI: 10.1016/S1474-6670(17)37037-4 Corpus ID: 18759586; Analysis of flotation froth appearance by design of experiments @article{Hasu2000AnalysisOF, title={Analysis of flotation froth appearance by design of experiments}, author={Vesa Hasu and Jari J. H{"a}t{"o}nen and Heikki Hy{"o}tyniemi}, journal={IFAC Proceedings Volumes}, …