Levenberg-Marquardt, Bayesian-regularization, and scaled conjugate gradient algorithms for predicting surface roughness accuracy on side milling AISI 1045

• Main Authors: Yanis, M., Budiman, A. Y., Mohruni, A. S., Sharif, S., Suhaimi, M. A., Dwipayana, H.
• Format: Conference or Workshop Item
• Published: 2023
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://eprints.utm.my/108080/; http://dx.doi.org/10.1063/5.0117323
• Institution: Universiti Teknologi Malaysia

Surface roughness quality is an important requirement for functional machine components such as considerations of wear, lubrication, corrosion, surface fatigue and friction. In machining, this is influenced by machining parameters and it is difficult to develop a theoretical model to describe machin...