使用 GRA 和田口方法对 GZR-AA7475 HMMC 的 WCEDM 工艺参数进行优化和建模

Madhavarao Singuru, Kesavarao V.V.S., Rama Bhadri Raju Chekuri
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引用次数: 0

摘要

目的 本研究旨在探讨线切割放电加工(WCEDM)加工 GZR-AA7475 混合金属基复合材料(HMMC)的最佳工艺参数。采用搅拌铸造法制备了 2 重量%石墨和 4 重量%二氧化锆增强铝合金 7475(GZR-AA7475)复合材料的 HMMC。其目的是在保持材料独特特性的同时提高材料的机械性能。设计/方法/途径为了进行实验研究,采用了 Taguchi L27 正交阵列。输入变量包括峰值电流 (Ip)、脉冲持续时间 (TON) 和冲洗压力 (PF)。研究了工艺参数对材料去除率 (MRR)、表面粗糙度率 (SRR) 和线材磨损率 (WWR) 等输出响应的影响。灰色关系分析(GRA)用于获得工艺参数的最佳组合。方差分析 (ANOVA) 也用于确定影响输出响应的重要工艺参数。研究结果目前的研究得出结论,在 TON = 105 µs、Ip = 100 A 和 PF = 90 kg/cm2 时,获得了灰色关系等级的最佳条件。峰值电流是影响 MRR 的最主要参数,而 SRR 和 WRR 受冲洗压力的影响较大。利用方差分析和 GRA 得出工艺参数的最佳组合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization and modelling of WCEDM process parameters for GZR-AA7475 HMMC using GRA and Taguchi approach
Purpose This study aims to investigate the optimal process parameters of the wire-cut electrical discharge machining (WCEDM) for the machining of the GZR-AA7475 hybrid metal matrix composite (HMMC). HMMCs are prepared with 2 Wt.% graphite and 4 Wt.% zirconium dioxide reinforced with aluminium alloy 7475 (GZR-AA7475) composite by using the stir casting method. The objective is to enhance the mechanical properties of the material while preserving its unique features. WCEDM with a 0.18 mm molybdenum wire electrode is used for machining the composite. Design/methodology/approach To conduct experimental studies, a Taguchi L27 orthogonal array was adopted. Input variables such as peak current (Ip), pulse-on-time (TON) and flushing pressure (PF) were used. The effect of process parameters on the output responses, such as material removal rate (MRR), surface roughness rate (SRR) and wire wear ratio (WWR), were investigated. The grey relational analysis (GRA) is used to obtain the optimal combination of the process parameters. Analysis of variance (ANOVA) was also used to identify the significant process parameters affecting the output responses. Findings Results from the current study concluded that the optimal condition for grey relational grade is obtained at TON = 105 µs, Ip = 100 A and PF = 90 kg/cm2. Peak current is the most prominent parameter influencing the MRR, whereas SRR and WRR are highly influenced by flushing pressure. Originality/value Identifying the optimal process parameters in WCEDM for machining of GZR-AA7475 HMMC. ANOVA and GRA are used to obtain the optimal combination of the process parameters.
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