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類砂巖型礦石浸出液質量濃度混沌時序重構與浸礦周期預測

Chaotic time series reconstruction of the concentration of leaching solution and leaching period prediction of quasi-sandstone type ore

  • 摘要: 以河砂、水泥和鹽為原料制作類砂巖型礦石試件,采用水浸的方式對不同品位礦石進行浸礦試驗,對浸出液質量濃度進行監測.考察了浸出液質量濃度和浸出率隨浸礦時間演變規律;將浸出液質量濃度時間序列進行相空間重構,用混沌理論揭示了不同品位礦石浸出液質量濃度在相空間中相點距演化規律;利用灰色理論,建立了浸出液質量濃度相點距演化預測模型,確定合理的浸礦周期.研究發現:浸出液質量濃度表現出混沌特性,對其進行相空間重構處理后,細微變化特征得以放大,內部規律得以充分展現;不同品位礦石表現出不同的非線性動力學行為;利用基于相空間重構的殘差修正灰色模型預測了浸礦周期,為溶浸采礦理論與技術提供了一種新的研究和探討方法.

     

    Abstract: To simulate the sandstone ore leaching process, some specimens with different grades were made with river sand, cement and salt as the raw materials. On the basis of the monitoring of leaching solution concentration in a water-solution mining experiment, the time evolution of leaching solution concentration and leaching rate was examined. Through phase space reconstruction from the time series of leaching solution concentration, the distance evolution of points of specimens with different grades in the phase space was revealed by the chaotic theory. A prediction model of the distance evolution of phase points was established by using the grey theory, and a reasonable leaching period was ascertained. The results show that the leaching solution concentration holds chaotic characteristics. After the phase space reconstruction, the delicate changes of leaching solution concentration are enlarged, and the internal rules are fully demonstrated. The ores of different grades have different nonlinear dynamic behaviors. Based on the phase space reconstruction, the leaching period has been predicted by means of the residual modification grey model, which provides a new research method and theory to solution mining.

     

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