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Predicting concentrations of fine particles in enclosed vessels using a camera based system and CFD simulations

机译:使用基于摄像头的系统和CFD模拟预测封闭容器中细颗粒的浓度

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摘要

One of the main challenges in industries handling biomass is the consequence of the particle breakage of pelletised biomass in smaller fractions which can lead to fine particles smaller 500 ¿m that can form dust clouds in the handling and storing equipment. These dust clouds present potential health and safety hazards as well as dust explosion hazards to plant operators because the airborne dust can occur in high concentrations close to the dust explosion limits of the biomass material, during the filling process of storage silos. Preventing dust explosions and the damage of plant infrastructures requires a profound understanding of the particle/air dynamics in the dust cloud circulating in the storage silo. The limited access to the storage facilities as well as the silo size requires a detailed study of the particle/air dynamics at different scales. Lab scale experiments were conducted as a first step to establishing a new optical method for measuring particle concentrations. A small scale experimental rig was fed centrally with different sized wood pellets and a single camera and a laser was utilised to capture the dust concentration in different areas of the silo. According to the experimental results, a higher mass concentration of dust was observed near the silo wall as well as near the main particle jet. However, the mass concentrations were below the explosive limits at the area in between main particle jet and silo wall. These experimental results were then feeding into a 2D CFD simulation representing the particle dynamics in the laser sheet (2D plane). Qualitative findings show a good agreement of the particle/air dynamics between experiments and simulations.
机译:工业处理生物质的主要挑战之一是颗粒状生物质颗粒破碎后产生的较小碎片所导致的结果,这会导致500 µm的细小颗粒在处理和存储设备中形成粉尘云。这些尘埃云对工厂操作人员造成潜在的健康和安全危害以及粉尘爆炸危险,因为在存储筒仓的填充过程中,空气中的粉尘会以高浓度发生,接近生物质材料的粉尘爆炸极限。要防止粉尘爆炸和工厂基础设施损坏,需要对存储仓中循环的粉尘云中的颗粒/空气动力学有深刻的了解。进入存储设施的空间有限以及筒仓的大小要求对不同规模的颗粒/空气动力学进行详细研究。实验室规模的实验是建立用于测量颗粒浓度的新光学方法的第一步。小型实验台由不同尺寸的木屑和单个照相机集中供料,并利用激光捕获筒仓不同区域的粉尘浓度。根据实验结果,在筒仓壁附近和主要粒子射流附近观察到较高的粉尘质量浓度。但是,在主粒子射流和筒仓壁之间的区域,质量浓度低于爆炸极限。然后,将这些实验结果输入到二维CFD模拟中,该模拟表示激光片(二维平面)中的粒子动力学。定性发现表明实验和模拟之间的粒子/空气动力学有很好的一致性。

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