基于响应面法的镍基高温合金inconel-800粉末混合放电加工参数优化

IF 4.03
Satish Kumar, Ashwani Kumar Dhingra, Sanjeev Kumar
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引用次数: 42

摘要

电火花加工(EDM)是一种成熟的用于加工导电和难加工材料的非常规加工工艺。但由于加工速度慢,表面光洁度差,限制了其应用。粉末混合电火花加工(PMEDM)是近年来电火花加工技术发展的统一,在电火花加工中,粉末颗粒在介质流体中混合可以提高加工速度和表面质量。在过去,对Inconel-800材料的PMEDM的研究非常有限。研究人员已经报道了在电火花加工介质中使用不同粉末颗粒(如铝粉、碳化硅、石墨等)进行加工的情况,但尚未探讨粉末颗粒(如碳化钨、钴和碳化硼)以及刀具材料(如铜、铜铬和石墨)对Inconel-800材料的影响。本工作的目的是研究刀具材料(Cu、铜铬和石墨)以及粉末颗粒(碳化钨、钴和碳化硼)悬浮在Inconel-800材料电火花加工油中的问题。研究了粉末混合放电加工(PMEDM)加工Inconel-800材料的材料去除率(MRR)和刀具磨损率(TWR)的优化问题。实验考虑了峰值电流、脉冲通断时间、刀具和粉末材料等不同输入参数,以及碳化钨、碳化钴、碳化硼三种微粉颗粒和铜、铜铬、石墨三种电极的影响。采用响应面法(RSM)中的box-Behnken法进行试验设计,并结合可取性法进行多响应参数优化。所提出的数学模型的充分性也已使用方差分析(ANOVA)进行了测试。利用扫描电子显微镜(SEM)、能谱仪(EDS)和X射线衍射仪(XRD)对加工表面的微观结构分析和不同因素的转移进行了研究。结果表明,峰值电流、脉冲导通时间和刀具材料对材料去除率(MRR)有显著影响,而峰值电流、脉冲导通时间、刀具材料和粉末材料对刀具磨损率(TWR)有显著影响。脉冲间隙时间对磁阻比和对波比的影响较小,而粉末颗粒对磁阻比的影响较小。从可取性角度考虑,最佳参数组合为电流1安培、脉冲导通时间0.98 μs、脉冲关断时间0.03 μs、刀具材料0.31、粉末(悬浮颗粒)0.64。实验结果表明,电流、脉冲导通时间和刀具材料是影响磁阻比的最主要因素,而电流、脉冲导通时间、刀具材料和粉末颗粒是影响波阻比的最主要因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Parametric optimization of powder mixed electrical discharge machining for nickel-based superalloy inconel-800 using response surface methodology

Parametric optimization of powder mixed electrical discharge machining for nickel-based superalloy inconel-800 using response surface methodology

Electrical Discharge Machining (EDM) is a well-established non-conventional machining process for the machining of electrically conductive and difficult-to-machine materials. But its applications are limited because of the slow machining rate and poor surface finish. Powder mixed EDM (PMEDM) is unitary of the recent progresses in the EDM process in which powder particles mixed in the dielectric fluid results in higher machining rate and better surface quality. In the past, limited work has been found on PMEDM of Inconel-800 material. ?Researchers have reported about machining with different powder particles like aluminum powder, silicon carbide, graphite etc. in the dielectric fluid of EDM, but the effect of powder particles, i.e. Tungsten carbide, cobalt and boron carbide along with tool material i.e. copper, copper-chromium and graphite on Inconel-800 material has not been explored. The purpose of the present work is to look into the issue of tool material (Cu, copper-chromium, and graphite) along with powder particles (tungsten carbide, cobalt and boron carbide) suspended in EDM oil on Inconel-800 material.

The present work includes optimization of Material Removal Rate (MRR) and Tool Wear Rate (TWR) for the machining of Inconel-800 material using Powder Mixed Elctric Discharge Machining (PMEDM). Different input parameters such as peak current, pulse on-time, pulse off-time, tool and powder materials along with effect of three micro powder particles, i.e. tungsten carbide, cobalt and boron carbide and three electrodes i.e. copper, copper-chromium, and graphite have been considered for the experimentation. The box-Behnken method of Response Surface Methodology (RSM) has been used for designing the experiments along with the Desirability Approach for multiple response parameters optimization. The adequacy of the proposed mathematical models have also been tested using analysis of variance (ANOVA). Microstructure analysis and transfer of different factors on the machined surface has also been investigated using Scanning Electron Microscope (SEM), Energy Dispersive Spectrometer (EDS) and X - Ray Diffraction (XRD).

The results showed that peak current, pulse on-time, and tool material significantly affects the Material Removal Rate (MRR) while peak current, pulse on-time, tool material and powder materials affected the Tool Wear Rate (TWR). Pulse off-time has a trifling effect on both MRR and TWR, while powder particles on MRR. From desirability approach, the optimal combination of parameters found to be current 1 amp, pulse on-time 0.98 μs, pulse off-time 0.03 μs, tool material 0.31 and the powder (suspended particles) 0.64.

The analysis of the experimental observations highlights that the current, pulse on-time and tool material have found to be the most decisive factors for MRR, while current, pulse on-time, tool material and powder particles for TWR.

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