Data-driven models for surface enhancement processes

• Main Author: Lee, Lukas Yi Liang
• Other Authors: Upadrasta Ramamurty
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Materials::Material testing and characterization; Engineering::Mechanical engineering
• Online Access: https://hdl.handle.net/10356/150411
• Institution: Nanyang Technological University

Shot Peening (SP) and Laser Shock Peening (LSP) are surface enhancement processes that help improve fatigue life. However, these processes are complex as there are many input parameters and each input will affect the results differently. Thus, there was a need for a simpler and faster way of conduct...