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基于卡曼滤波的矿浆浓度计设计

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设计了一种基于卡曼滤波的γ射线浓度计.通过分析射线浓度计的测量原理,建立了射线强度与矿浆浓度的关系式;利用卡曼滤波对射线强度进行最优估计,以抑制测量结果的扰动;最后通过最小二乘法分段拟合计算对应的浓度.结果表明,该浓度计测量及时、准确,最大误差 0.328 个百分点,均方根误差 0.194 个百分点,测量精度得到有效提高.
Design of Slurry Concentration Meter Based on Kalman Filtering
A Gamma-ray concentration meter based on Kalman filtering was designed,and the relationship between ray intensity attenuation and slurry concentration was established by analyzing the measurement principle of ray concentration meter.To suppress the disturbance of the results,an optimal estimation of ray intensity was actualized by using Kalman filtering.The corresponding concentration is segmentally simulated and calculated by using the least square method.The results show that the concentration meter can provide timely and accurate measurement,with a maximum error of 0.328 percentage points and a root mean square error of 0.194 percentage points,presenting effective improvement in accuracy.

slurry concentrationconcentration measurementray concentration meterKalman filteringleast square method

肖晶峰、刘石梅、刘洋、肖盛旺、李然、罗国奇、张胜广

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长沙矿冶研究院有限责任公司,湖南 长沙 410012

矿浆浓度 浓度检测 射线浓度计 卡曼滤波 最小二乘法

湖南省科技创新项目

2022RC1053

2024

矿冶工程
长沙矿冶研究院有限责任公司 中国金属学会

矿冶工程

CSTPCD北大核心
影响因子:1.137
ISSN:0253-6099
年,卷(期):2024.44(2)
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