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    Estimation of platinum flotation grades from froth image data

    Access Status
    Fulltext not available
    Authors
    Marais, C.
    Aldrich, Chris
    Date
    2011
    Type
    Journal Article
    
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    Citation
    Marais, C. and Aldrich, C. 2011. Estimation of platinum flotation grades from froth image data. Minerals Engineering. 24 (5): pp. 433-441.
    Source Title
    Minerals Engineering
    ISSN
    0892-6875
    URI
    http://hdl.handle.net/20.500.11937/5086
    Collection
    • Curtin Research Publications
    Abstract

    Features extracted online from froth images on flotation plants are potentially useful to the developmentof advanced control for flotation systems, provided that these features can be related to the key indicatorvariables of the plant, such as valuable metal loadings and recovery. Although such relationships havebeen established in a number of base metal plants in industry, this is not the case in the platinum industry.In this paper, estimation of flotation grades and recoveries from froth image data is therefore consideredbased on laboratory and industrial plant data. It is shown that grades and recoveries can be reliablyestimated from a number of different features by use of linear and nonlinear models. This includes simple colour information that on the industrial plant showed a strong correlation with grade measurement.

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