Subramaniam Thangavel, C. Maheswari, E. Bhaskaran Priyanka, Albert Alexander Stonier, Geno Peter, Vivekananda Ganji
{"title":"采用田口优化技术分析和优化 SS304 的自动 TIG 焊接工艺参数","authors":"Subramaniam Thangavel, C. Maheswari, E. Bhaskaran Priyanka, Albert Alexander Stonier, Geno Peter, Vivekananda Ganji","doi":"10.1049/tje2.12373","DOIUrl":null,"url":null,"abstract":"The present research work focused on optimizing the input parameters of the automated TIG welding process of SS304 metal. Since SS304 possesses high inter‐granular toughness and corrosion resistance with increased lifespan in the pressure vessel and automobile sector, SS304 is mainly referred for gas arc welding compared with SS 202. The SS304 workpieces of 60 mm × 40 mm × 4 mm with dimension are utilized in the experiment and the same metal has been used as the filler material. The TIG welding experimental lab‐scale setup utilizes a 2‐axis servo workbench programmed with PLC to perform an automatic trajectory path using Taguchi design of optimization to obtain the optimal welding parameters for the SS304 welding process. To analyze the influence of welding current, welding speed, gas flow rate, and welding arc length on the tensile strength and hardness based on predicted R‐squared, p‐value and co‐efficient of the sum of squares from are verified. From the regression analysis, the predicted model R‐squared value holds 95.78% and 94.83% for the hardness and tensile strength respectively associating with the actual coefficient confirming the model which has maximum precision. Further, it is inferred that on increasing welding current and welding speed, the hardness of the welded joints seems to increase whereas when the minimum gas flow rate is maintained, the tensile strength of the SS304 decreases drastically. Overall, among the four input factors, the welding current is a major influencing parameter on the SS304 which is directly proportional to tensile strength and hardness.","PeriodicalId":22858,"journal":{"name":"The Journal of Engineering","volume":"6 20","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis and optimization of the automated TIG welding process parameters on SS304 incorporating Taguchi optimization technique\",\"authors\":\"Subramaniam Thangavel, C. Maheswari, E. Bhaskaran Priyanka, Albert Alexander Stonier, Geno Peter, Vivekananda Ganji\",\"doi\":\"10.1049/tje2.12373\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The present research work focused on optimizing the input parameters of the automated TIG welding process of SS304 metal. Since SS304 possesses high inter‐granular toughness and corrosion resistance with increased lifespan in the pressure vessel and automobile sector, SS304 is mainly referred for gas arc welding compared with SS 202. The SS304 workpieces of 60 mm × 40 mm × 4 mm with dimension are utilized in the experiment and the same metal has been used as the filler material. The TIG welding experimental lab‐scale setup utilizes a 2‐axis servo workbench programmed with PLC to perform an automatic trajectory path using Taguchi design of optimization to obtain the optimal welding parameters for the SS304 welding process. To analyze the influence of welding current, welding speed, gas flow rate, and welding arc length on the tensile strength and hardness based on predicted R‐squared, p‐value and co‐efficient of the sum of squares from are verified. From the regression analysis, the predicted model R‐squared value holds 95.78% and 94.83% for the hardness and tensile strength respectively associating with the actual coefficient confirming the model which has maximum precision. Further, it is inferred that on increasing welding current and welding speed, the hardness of the welded joints seems to increase whereas when the minimum gas flow rate is maintained, the tensile strength of the SS304 decreases drastically. Overall, among the four input factors, the welding current is a major influencing parameter on the SS304 which is directly proportional to tensile strength and hardness.\",\"PeriodicalId\":22858,\"journal\":{\"name\":\"The Journal of Engineering\",\"volume\":\"6 20\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Journal of Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1049/tje2.12373\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journal of Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1049/tje2.12373","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
本研究工作的重点是优化 SS304 金属自动氩弧焊工艺的输入参数。由于 SS304 具有较高的晶间韧性和耐腐蚀性,在压力容器和汽车领域的使用寿命较长,因此与 SS 202 相比,SS304 主要用于气弧焊。实验中使用了尺寸为 60 mm × 40 mm × 4 mm 的 SS304 工件,并使用相同的金属作为填充材料。实验室规模的氩弧焊实验装置使用了一个由 PLC 编程的双轴伺服工作台,利用田口优化设计执行自动轨迹路径,以获得 SS304 焊接工艺的最佳焊接参数。根据预测的 R 方、P 值和平方和系数,分析焊接电流、焊接速度、气体流量和焊接电弧长度对拉伸强度和硬度的影响。通过回归分析,硬度和拉伸强度的预测模型 R 平方值分别为 95.78% 和 94.83%,与实际系数相关联,证实该模型具有最高精度。此外,还可以推断出,随着焊接电流和焊接速度的增加,焊点的硬度似乎会增加,而当保持最小气体流量时,SS304 的抗拉强度会急剧下降。总之,在四个输入因素中,焊接电流是影响 SS304 的主要参数,它与抗拉强度和硬度成正比。
Analysis and optimization of the automated TIG welding process parameters on SS304 incorporating Taguchi optimization technique
The present research work focused on optimizing the input parameters of the automated TIG welding process of SS304 metal. Since SS304 possesses high inter‐granular toughness and corrosion resistance with increased lifespan in the pressure vessel and automobile sector, SS304 is mainly referred for gas arc welding compared with SS 202. The SS304 workpieces of 60 mm × 40 mm × 4 mm with dimension are utilized in the experiment and the same metal has been used as the filler material. The TIG welding experimental lab‐scale setup utilizes a 2‐axis servo workbench programmed with PLC to perform an automatic trajectory path using Taguchi design of optimization to obtain the optimal welding parameters for the SS304 welding process. To analyze the influence of welding current, welding speed, gas flow rate, and welding arc length on the tensile strength and hardness based on predicted R‐squared, p‐value and co‐efficient of the sum of squares from are verified. From the regression analysis, the predicted model R‐squared value holds 95.78% and 94.83% for the hardness and tensile strength respectively associating with the actual coefficient confirming the model which has maximum precision. Further, it is inferred that on increasing welding current and welding speed, the hardness of the welded joints seems to increase whereas when the minimum gas flow rate is maintained, the tensile strength of the SS304 decreases drastically. Overall, among the four input factors, the welding current is a major influencing parameter on the SS304 which is directly proportional to tensile strength and hardness.