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HIGH SPEED GRINDING: AN INDUSTRIAL STUDY OF LUBRICATION PARAMETERS

机译:高速研磨:润滑参数的工业研究

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With this analysis of experimental and industrial data we define the significant parameters which are : particles concentration and wheel speed. Furthermore, we observe an evident correlation between the particles concentration and roughness. This can be explained by two mechanisms. Firstly, metallic and abrasive particles included in the cleaning jet are thrown on the wheel workpiece interface. These particles impact the workpiece and may affect the surface finish quality. Secondly, particles included in the cleaning jet may break the bond bridges and accelerate the wheel wear. This study gives a global approach of lubrication parameters for high speed grinding. It explains the dispersion of the roughness values and shows the existing correlations between the quality of the workpiece and the control parameters. The statistical analysis helps the industrialist to find the interactions between parameters and constitutes a quick method to structure the experience in the grinding process. The results of PCA allows to define an experimental design again. Then, we have shown that the experimental plane which requires only eight experiments allows to find quickly the optimal combination of control parameters obtaining the minimal roughness. The results obtained are linked to physical phenomena and one of our future works is to find a modelling of these phenomena. Other experimental planes have to be designed now to understand independently the effect of lubricating, cooling, cleaning and the preservation of thermal stability of the grinder.
机译:通过对实验和工业数据的分析,我们定义了以下的重要参数:粒子浓度和车轮速度。此外,我们观察颗粒浓度与粗糙度之间的明显相关性。这可以通过两个机制解释。首先,包括在清洁射流中的金属和磨料颗粒被抛在车轮工件界面上。这些颗粒会影响工件,并可能影响表面光洁度质量。其次,包括在清洁射流中的颗粒可以破坏粘合桥并加速车轮磨损。本研究提供了一种全局润滑参数的方法,用于高速研磨。它解释了粗糙度值的分散,并显示了工件质量与控制参数之间的现有相关性。统计分析有助于工业家在参数之间找到相互作用,并构成用于构建研磨过程中的经验的快速方法。 PCA的结果允许再次定义实验设计。然后,我们已经表明,仅需要八个实验的实验平面允许快速找到获得最小粗糙度的控制参数的最佳组合。获得的结果与物理现象相关联,我们未来的作品之一是找到这些现象的建模。其他实验飞机现在必须设计为独立理解润滑,冷却,清洁和保存磨机的热稳定性的影响。

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