Data-driven models for surface enhancement processes

• المؤلف الرئيسي: Lee, Lukas Yi Liang
• مؤلفون آخرون: Upadrasta Ramamurty
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Materials::Material testing and characterization; Engineering::Mechanical engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/150411
• المؤسسة: 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...