{"title":"基于田口法和TOPSIS的EN-31合金钢电火花线切割工艺参数优化","authors":"Padhi P.C","doi":"10.11127/IJAMMC2016.04.08","DOIUrl":null,"url":null,"abstract":"Optimization of parameters in any process is vital to survive in the present competitive era as it helps to meet out the quality, functional and economical requirement of the product in the best possible way. In this work, TOPSIS (Techniques for Order Preference by Similarity to Ideal Solution) method is combined with Taguchi’s technique to solve a multi objective optimization problem in Wire-electrical discharge machining (WEDM) of EN-31 alloy steel. Process information was gathered by Taguchi’s L27 orthogonal array to study the effect of six input parameters on four responses. TOPSIS has been used to convert multiple responses to a response called as Multi-Performance Characteristic Index (MPCI). This MPCI was then optimized by Taguchi method. ANOVA revealed that pulse off time (41.38%) was the most significant parameter followed by the servo feed (26.80%) and pulse-on-time (15.10%) whereas the effect of wire feed, wire tension and spark gap set voltage is negligible. Further, the confirmation experiment with optimal parameters confirmed that the targeted multi-performance characteristic was significantly improved to achieve more desirable levels.","PeriodicalId":207087,"journal":{"name":"International Journal of Advanced Materials Manufacturing and Characterization","volume":"359 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Optimization of Process Parameters in WEDM of EN-31 Alloy Steel using Taguchi Technique and TOPSIS\",\"authors\":\"Padhi P.C\",\"doi\":\"10.11127/IJAMMC2016.04.08\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Optimization of parameters in any process is vital to survive in the present competitive era as it helps to meet out the quality, functional and economical requirement of the product in the best possible way. In this work, TOPSIS (Techniques for Order Preference by Similarity to Ideal Solution) method is combined with Taguchi’s technique to solve a multi objective optimization problem in Wire-electrical discharge machining (WEDM) of EN-31 alloy steel. Process information was gathered by Taguchi’s L27 orthogonal array to study the effect of six input parameters on four responses. TOPSIS has been used to convert multiple responses to a response called as Multi-Performance Characteristic Index (MPCI). This MPCI was then optimized by Taguchi method. ANOVA revealed that pulse off time (41.38%) was the most significant parameter followed by the servo feed (26.80%) and pulse-on-time (15.10%) whereas the effect of wire feed, wire tension and spark gap set voltage is negligible. Further, the confirmation experiment with optimal parameters confirmed that the targeted multi-performance characteristic was significantly improved to achieve more desirable levels.\",\"PeriodicalId\":207087,\"journal\":{\"name\":\"International Journal of Advanced Materials Manufacturing and Characterization\",\"volume\":\"359 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-01-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Advanced Materials Manufacturing and Characterization\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.11127/IJAMMC2016.04.08\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Advanced Materials Manufacturing and Characterization","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.11127/IJAMMC2016.04.08","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
摘要
在当今竞争激烈的时代,任何过程的参数优化都是生存的关键,因为它有助于以最好的方式满足产品的质量、功能和经济要求。本文将TOPSIS (Techniques for Order Preference by Similarity to Ideal Solution)方法与田口技术相结合,求解EN-31合金钢线切割加工(WEDM)中的多目标优化问题。采用田口L27正交阵列法收集工艺信息,研究6个输入参数对4个响应的影响。TOPSIS用于将多个响应转换为称为多性能特征指数(MPCI)的响应。然后用田口法对该MPCI进行优化。方差分析显示,脉冲关闭时间(41.38%)是最显著的参数,其次是伺服进给(26.80%)和脉冲开启时间(15.10%),而丝进给、丝张力和火花间隙设定电压的影响可以忽略不计。进一步,通过最优参数的验证实验,验证了目标多性能特性得到显著改善,达到更理想的水平。
Optimization of Process Parameters in WEDM of EN-31 Alloy Steel using Taguchi Technique and TOPSIS
Optimization of parameters in any process is vital to survive in the present competitive era as it helps to meet out the quality, functional and economical requirement of the product in the best possible way. In this work, TOPSIS (Techniques for Order Preference by Similarity to Ideal Solution) method is combined with Taguchi’s technique to solve a multi objective optimization problem in Wire-electrical discharge machining (WEDM) of EN-31 alloy steel. Process information was gathered by Taguchi’s L27 orthogonal array to study the effect of six input parameters on four responses. TOPSIS has been used to convert multiple responses to a response called as Multi-Performance Characteristic Index (MPCI). This MPCI was then optimized by Taguchi method. ANOVA revealed that pulse off time (41.38%) was the most significant parameter followed by the servo feed (26.80%) and pulse-on-time (15.10%) whereas the effect of wire feed, wire tension and spark gap set voltage is negligible. Further, the confirmation experiment with optimal parameters confirmed that the targeted multi-performance characteristic was significantly improved to achieve more desirable levels.