A machine learning-based classification model to identify the effectiveness of vibration for µEDM

• Main Authors: Mollik, Md Shohag, Saleh, Tanveer, Nor, Khairul A.M., Mohamed Ali, Mohamed Sultan
• Format: Article
• Language: English
• Published: Elsevier 2021
• Subjects: T Technology (General)
• Online Access: http://irep.iium.edu.my/95863/7/95863_A%20machine%20learning-based%20classification%20model.pdf; http://irep.iium.edu.my/95863/; https://www.sciencedirect.com/science/article/pii/S1110016821008589/pdfft?md5=c578dbbd512bb54f6cbcf8ea8696bada&pid=1-s2.0-S1110016821008589-main.pdf; https://doi.org/10.1016/j.aej.2021.12.048

Micro electro-discharge machining (µEDM) uses electro-thermal energy from repetitive sparks generated between the tool and workpiece to remove material from the latter. However, one of the bottlenecks of µEDM is the phenomenon of short circuits due to the physical contact between the tool and deb...