The characterization of flotation by colour information and selecting the proper equipment

A. Siren
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引用次数: 1

Abstract

Summary form only given. Flotation is the most common industrial method by which valuable minerals are separated from waste rock, after crushing and grinding the ore. For process control, flotation plants and devices are equipped with conventional and specialized sensors. However certain variables are left to the visual observation of the operator, such as the colour of the froth and the size of the bubbles in the froth. The ChaCo-project (European Union-project 24931) started in November 1997. A measuring station was built at Pyhasalmi flotation plant. The system includes RGB-camera and spectral colour measurement instrument for flotation colour inspection. Visible spectral range measurements were also made for comparing the comments of operators for colour of the froth related to sphalerite concentration and process balance. Different dried mineral (sphalerite) ratios were also studied with iron pyrite to find out the minerals typical spectral features. Sphalerite spectral reflectance over different wavelengths, correlated to the sphalerate concentrations, is used for selecting a proper camera system with filters or for comparing the results with colour information from RGB-camera. Different candidate machine vision techniques are discussed for this application and the pre-processed information of dried mineral colours is used and adapted to the on-line measuring station. Moving bubbles of the froth produce total reflections disturbing the colour information. Polarization filters are used and results are reported. Reflectance outside visible light is also studied and reported.
通过颜色信息和选择合适的设备对浮选进行表征
只提供摘要形式。浮选是从废石中分离出有价值矿物的最常见的工业方法,经过矿石的破碎和研磨。为了控制过程,浮选厂和设备配备了常规和专门的传感器。然而,某些变量留给操作者的视觉观察,如泡沫的颜色和泡沫中的气泡的大小。chaco项目(欧洲联盟项目24931)于1997年11月开始。在Pyhasalmi浮选厂建立了一个测量站。该系统包括rgb相机和光谱测色仪,用于浮选颜色检测。还进行了可见光谱范围测量,以比较操作员对与闪锌矿浓度和工艺平衡有关的泡沫颜色的评论。并与黄铁矿进行了不同配比的干燥矿物(闪锌矿)研究,找出了典型的光谱特征。闪锌矿在不同波长上的光谱反射率,与闪锌矿浓度相关,用于选择合适的带滤光片的相机系统或将结果与rgb相机的颜色信息进行比较。讨论了不同的候选机器视觉技术,并将干燥矿物颜色的预处理信息用于在线测量站。气泡的运动产生全反射,干扰了颜色信息。采用偏振滤波器,并报道了实验结果。对可见光外的反射率也进行了研究和报道。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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