Process optimization and modeling using support vector regression in automatic flux cored arc welding for st 37 steel

• المؤلفون الرئيسيون: Pongsak Holimchayachotikul, Wimalin Laosiritaworn
• التنسيق: وقائع المؤتمر
• منشور في: 2018
• الموضوعات: Engineering
• الوصول للمادة أونلاين: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84906998298&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/60436

This paper presents an integrated application of design of experiments (DoE), with support vector machine (SVM) for manufacturing process modeling in order to achieve a high accuracy model. The proposed method is as follows. Firstly, DoE is applied to indicate the critical parameters of the process....