Response Surface Method and Neural Network to Determine Surface Roughness for Laser Cutting on Acrylic Sheets

• Main Authors: M. M., Noor, K., Kadirgama
• Format: Conference or Workshop Item
• Language: English
• Published: 2009
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://umpir.ump.edu.my/id/eprint/1410/1/2009_P_CIRP_M.M.Noor-Conference-.pdf; http://umpir.ump.edu.my/id/eprint/1410/
• Institution: Universiti Malaysia Pahang

This paper presents the use of response surface method (RSM) and neural network to study surface roughness for laser beam cutting on acrylic sheets. Box-Behnken design based on response surface method and multilayer perceptions neural network were used to predict the effect of laser cutting paramete...