有色冶金设计与研究
有色冶金設計與研究
유색야금설계여연구
NONFERROUS METALS ENGINEERING & RESEARCH
2014年
4期
4-7
,共4页
余刚%周俊武%徐宁
餘剛%週俊武%徐寧
여강%주준무%서저
质量指标建模%PLS%数据驱动%软测量%移动窗
質量指標建模%PLS%數據驅動%軟測量%移動窗
질량지표건모%PLS%수거구동%연측량%이동창
Quality indicator modeling%partial least square%data driving%soft sensor%moring window
通过分析选矿过程操作变量对精矿产品质量的影响，建立了一种基于移动窗PLS的精矿产品质量软测量模型，利用关键实时操作变量，对精矿质量指标进行预估，以某黄金选矿厂的精矿品位指标预测为例验证了该方法的有效性。
通過分析選礦過程操作變量對精礦產品質量的影響，建立瞭一種基于移動窗PLS的精礦產品質量軟測量模型，利用關鍵實時操作變量，對精礦質量指標進行預估，以某黃金選礦廠的精礦品位指標預測為例驗證瞭該方法的有效性。
통과분석선광과정조작변량대정광산품질량적영향，건립료일충기우이동창PLS적정광산품질량연측량모형，이용관건실시조작변량，대정광질량지표진행예고，이모황금선광엄적정광품위지표예측위례험증료해방법적유효성。
The modeling of product quality is significant in achieving quality stability control and improving economic benefits for mineral processing plant. The influence of operating variables on concentrate quality are analyzed in the paper. A concentrate product quality soft sensor is proposed based on moving window PLS which applying the key real-time operating variables to predict the concentrate quality indicators. The experiment results of concentrate grade prediction for a gold mineral processing plant show the efficiency of this method.
