Analysis and Modeling of Tool Wear Rate in Powder Mix EDM and Pure EDM Using Central Composite Design

Zakaria Mohd Zain, Mir Akmam Noor Rashid, Ahsan Ali Khan
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Abstract

The process of using dielectric fluid combined with different types of powders to improve the output of the machined surface is known as powder-mixed electrical discharge machining (PMEDM). In the electrical discharge machining (EDM) industry, this procedure is quickly gaining popularity. This investigation's goal is to ascertain whether tantalum carbide (TaC) powder-mixed dielectric fluid can reduce tool wear during the subsequent EDM machining of stainless-steel material. Two different EDM medium's tool wear rates and mathematical models were investigated during the machining. TaC powder at a concentration of 25.0 g/L in kerosene dielectric fluid was used for the machining process. The peak current, pulse on time, and pulse off time were the machining variables used. These variables' effects on the copper based EDMed electrode tools TWR were identified. The TWR for stainless steel (SUS 304) during electrical discharge machining was reduced by 37.9% when TaC powder additive was used, according to the results, demonstrating the effectiveness of this alternative method for reducing tool wear. The most influential factor, according to the tool wear ratio model for EDM with TaC powder additive (TWRPMEDM), is current, followed by pulse on-time and pulse off-time.
基于中心复合设计的粉末混合电火花加工和纯电火花加工刀具磨损率分析与建模
利用介电流体与不同类型的粉末相结合来提高加工表面输出的过程被称为混合粉末电火花加工(PMEDM)。在电火花加工(EDM)行业中,这种方法正在迅速普及。本研究的目的是确定碳化钽(TaC)粉末混合介电流体是否可以减少不锈钢材料后续电火花加工过程中的刀具磨损。研究了两种不同电火花加工介质在加工过程中的刀具磨损率及其数学模型。采用浓度为25.0 g/L的TaC粉末在煤油介质中进行加工。峰值电流、脉冲接通时间和脉冲关闭时间是使用的加工变量。确定了这些变量对铜基EDMed电极工具TWR的影响。结果表明,当使用TaC粉末添加剂时,不锈钢(SUS 304)在电火花加工中的TWR降低了37.9%,证明了这种替代方法在减少刀具磨损方面的有效性。根据含TaC粉末添加剂的电火花加工刀具磨损比模型(TWRPMEDM),影响最大的因素是电流,其次是脉冲接通时间和脉冲关闭时间。
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