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Modelling of Variable Energy Consumption for CNC Machine Tools

机译:CNC机床可变能耗的建模

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Machining is a prevalent process in manufacturing industries and consumes a considerable amount of energy which causes adverse environmental effects. Establishing an accurate energy evaluation model is essential for a sustainable machining process. An extensive amount of research work is conducted to model energy consumption for the constant material-removal rate machining processes such as turning and milling. However, no significant attempt is made to model energy consumed during variable material-removal rate machining processes like end face turning, grooving etc., which results in a substantial amount of error for the prediction of the total energy required for machining a product. In this work, experiments are performed on a computerized numerical control machine tool to acquire the material-removal energy consumption of end face turning process. The fluke 435 power analyzer is used to measure energy consumption. An empirical model is established between cutting parameters and energy consumed during the end face turning process. The coefficient of determination is used to evaluate the fitness of the model. The results indicate that the model can predict the end face turning energy consumption data accurately. The developed model can be further used to estimate the total energy consumption for machining of a product beforehand in early design stages and to identify the most suitable sustainable machining options.
机译:加工是制造业的普遍存在工业,消耗大量能量,这导致不良环境影响。建立准确的能源评估模型对于可持续加工过程至关重要。为恒定材料去除速率加工过程(如车削和研磨)进行了广泛的研究工作。然而,没有显着的尝试来模拟在端面转动,凹槽等的可变材料去除速率加工过程中消耗的能量,这导致预测加工产品所需的总能量的大量误差。在这项工作中,对计算机化的数控机床进行实验,以获取端面转动过程的材料去除能量消耗。 Fluke 435功率分析仪用于测量能耗。在端面转动过程中消耗的切割参数和能量之间建立了经验模型。确定系数用于评估模型的适应性。结果表明,该模型可以准确地预测端面转动能量消耗数据。开发的模型可以进一步用于估计早期设计阶段预先加工产品的总能耗,并识别最合适的可持续加工选择。

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