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Empirical modelling and parametric optimisation of surface roughness of silicon carbide advanced ceramics in surface grinding

机译:碳化硅高级陶瓷表面磨削表面粗糙度的经验建模和参数优化

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摘要

Advanced ceramics are increasingly utilised in various engineering applications such as aerospace, marine, automobile, etc. Grinding is commonly used for producing parts of high precision and high surface quality from advanced ceramics. But, there are only a few investigations on the effects of process parameters on surface roughness of advanced ceramics in surface grinding. The objective of this work is to model and optimise surface roughness of silicon carbide (SiC) advanced ceramic material during surface grinding. In the present work, a new mathematical model for surface roughness in surface grinding of SiC advanced ceramic material is proposed. Effectiveness of this model is proved by comparison of the experimental results with the predicted results. Finally, optimisation of surface roughness is done considering machining parameters such as table feed rate, depth of cut and wheel speed using response surface methodology (RSM) in design expert software.
机译:高级陶瓷越来越多地用于各种工程应用中,例如航空航天,船舶,汽车等。磨削通常用于从高级陶瓷生产高精度和高表面质量的零件。但是,关于工艺参数对高级陶瓷表面磨削表面粗糙度影响的研究很少。这项工作的目的是在表面研磨过程中对碳化硅(SiC)高级陶瓷材料的表面粗糙度进行建模和优化。在目前的工作中,提出了一种新的数学模型,用于在SiC高级陶瓷材料的表面磨削中进行表面粗糙度处理。通过将实验结果与预测结果进行比较,证明了该模型的有效性。最后,使用设计专家软件中的响应表面方法(RSM)考虑加工参数(例如工作台进给速度,切削深度和砂轮速度)来优化表面粗糙度。

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