Parametric optimization of output responses in wire electrical discharge machining of inconel 718: An integrated TOPSIS-multi-objective ant-lion approach Parametrische Optimierung der Ausgangsreaktionen bei der Drahterodierung von Inconel 718: Ein integrierter TOPSIS-Ansatz mit Mehrziel-Ant-Lion-Verfahren

IF 1 4区 材料科学 Q4 MATERIALS SCIENCE, MULTIDISCIPLINARY
Materialwissenschaft und Werkstofftechnik Pub Date : 2026-08-10 Epub Date: 2026-07-08 DOI:10.1002/mawe.70148
A. G. Joshi, R. Suresh, M. Manjaiah, A. Soni
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引用次数: 0

Abstract

The research investigated the impact of process parameters namely; pulse on time, pulse-off time and peak current on crucial factors such as material removal rate, surface roughness and micro-hardness during the wire electrical discharge machining of inconel 718 alloy. The experimental trials were conducted by using a Taguchi L27 orthogonal array design method. The outcomes had observed an increase in pulse-on time corresponds to elevated micro hardness by 6 % and material removal rate by 18 %, while the surface roughness decreases by 61 %. Conversely, surface roughness was increased by 50 % with change in pulse-off time from 8 μs to 18 μs and peak current from 2 A to 4 A. The analysis of variance has observed pulse-on time as the most influential parameter for material removal rate, surface roughness, and micro-hardness which primarily associated with the formation of recast layer. The implementation of the multi-objective ant-lion optimization algorithm has successfully estimated the multiple pareto-optimal points across the parameter levels and response values. Moreover, the integrated Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS)-Multi-objective ant-lion optimization has facilitated the selection of the best optimal point from several pareto-optimal points and aids in decision-making process.

Inconel 718线电放电加工输出响应的参数优化:一种集成的TOPSIS-多目标反狮子方法
研究考察了工艺参数的影响;脉冲接通时间、脉冲关闭时间和峰值电流对线材电火花加工inconel 718合金材料去除率、表面粗糙度和显微硬度等关键因素的影响试验采用田口L27正交设计方法。结果观察到脉冲开启时间的增加对应于显微硬度提高6%,材料去除率提高18%,而表面粗糙度降低61%。相反,当脉冲关闭时间从8 μs增加到18 μs,峰值电流从2 A增加到4 A时,表面粗糙度增加了50%。方差分析发现,脉冲开启时间是影响材料去除率、表面粗糙度和显微硬度的最重要参数,而这些参数主要与重铸层的形成有关。多目标蚁狮优化算法的实现,成功地估计了多个参数层次和响应值上的帕累托最优点。此外,基于理想解相似偏好排序(TOPSIS)-多目标蚁狮优化的集成技术,便于从多个帕累托最优点中选出最优点,有助于决策过程。
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来源期刊
Materialwissenschaft und Werkstofftechnik
Materialwissenschaft und Werkstofftechnik 工程技术-材料科学:综合
CiteScore
2.10
自引率
9.10%
发文量
154
审稿时长
4-8 weeks
期刊介绍: Materialwissenschaft und Werkstofftechnik provides fundamental and practical information for those concerned with materials development, manufacture, and testing. Both technical and economic aspects are taken into consideration in order to facilitate choice of the material that best suits the purpose at hand. Review articles summarize new developments and offer fresh insight into the various aspects of the discipline. Recent results regarding material selection, use and testing are described in original articles, which also deal with failure treatment and investigation. Abstracts of new publications from other journals as well as lectures presented at meetings and reports about forthcoming events round off the journal.
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