E. Raja Sherin, S. Sheeju Selva Roji, Santosh Kumar Tamang
{"title":"Performance Enhancement of EDM Process using Electroplated Zinc–Nickel Coated Brass Electrodes","authors":"E. Raja Sherin, S. Sheeju Selva Roji, Santosh Kumar Tamang","doi":"10.1134/S2070205125700121","DOIUrl":null,"url":null,"abstract":"<p>Electric discharge machining (EDM) is a prominent machining process for machining hard to cut materials. This process is mainly used for fabrication of cooling holes, lubricating oil holes, and press tools and dies. In EDM process tool wear is inevitable and research on reduction of tool wear and increasing the accuracy gains an importance in manufacturing industries. This research, focus on coating of brass electrode with zinc and nickel through electrochemical method. The coated electrode is subjected in EDM performance analysis such as machining speed (MS), tool wear rate (TWR) and surface roughness (<i>R</i><sub>a</sub>). Artificial neural networks (ANN) with desirability function analysis (DFA) is used to analysis the EDM performance. The successful set of parameters determined were a gap voltage of 25 V, a current of 10.73 A, a pulse-on duration of 60 µs, and a pulse-off time of 10 µs. The application of the zinc- and nickel-coated electrodes attributed for the reduced TWR. The inclusion of ANN–DFA gives in accurate forecasts of the largely encouraging machining setting, providing a flexible structure for prospect EDM procedures.</p>","PeriodicalId":745,"journal":{"name":"Protection of Metals and Physical Chemistry of Surfaces","volume":"61 1","pages":"161 - 173"},"PeriodicalIF":0.8000,"publicationDate":"2025-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Protection of Metals and Physical Chemistry of Surfaces","FirstCategoryId":"88","ListUrlMain":"https://link.springer.com/article/10.1134/S2070205125700121","RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"METALLURGY & METALLURGICAL ENGINEERING","Score":null,"Total":0}
引用次数: 0
Abstract
Electric discharge machining (EDM) is a prominent machining process for machining hard to cut materials. This process is mainly used for fabrication of cooling holes, lubricating oil holes, and press tools and dies. In EDM process tool wear is inevitable and research on reduction of tool wear and increasing the accuracy gains an importance in manufacturing industries. This research, focus on coating of brass electrode with zinc and nickel through electrochemical method. The coated electrode is subjected in EDM performance analysis such as machining speed (MS), tool wear rate (TWR) and surface roughness (Ra). Artificial neural networks (ANN) with desirability function analysis (DFA) is used to analysis the EDM performance. The successful set of parameters determined were a gap voltage of 25 V, a current of 10.73 A, a pulse-on duration of 60 µs, and a pulse-off time of 10 µs. The application of the zinc- and nickel-coated electrodes attributed for the reduced TWR. The inclusion of ANN–DFA gives in accurate forecasts of the largely encouraging machining setting, providing a flexible structure for prospect EDM procedures.
期刊介绍:
Protection of Metals and Physical Chemistry of Surfaces is an international peer reviewed journal that publishes articles covering all aspects of the physical chemistry of materials and interfaces in various environments. The journal covers all related problems of modern physical chemistry and materials science, including: physicochemical processes at interfaces; adsorption phenomena; complexing from molecular and supramolecular structures at the interfaces to new substances, materials and coatings; nanoscale and nanostructured materials and coatings, composed and dispersed materials; physicochemical problems of corrosion, degradation and protection; investigation methods for surface and interface systems, processes, structures, materials and coatings. No principe restrictions exist related systems, types of processes, methods of control and study. The journal welcomes conceptual, theoretical, experimental, methodological, instrumental, environmental, and all other possible studies.