Authors: Swayam Bikash Mishra; Siba Sankar Mahapatra
Addresses: Department of Mechanical Engineering, National Institute of Technology, Rourkela 769008, India ' Department of Mechanical Engineering, National Institute of Technology, Rourkela 769008, India
Abstract: Fused deposition modelling (FDM) can build parts with complex geometry with relatively less material waste and time from computer aided design (CAD) file saved in stereolithography (.stl) format. Since FDM builds functional parts, it is not only subjected to static loading but also dynamic loading. The behaviour of build parts under repetitive cyclic loading resulting in fatigue needs to be established because it affects functionality as well as the durability. The present study aims at investigating the mechanism of fatigue and influence of FDM process parameters on fatigue life when the build parts are subjected to repetitive cyclic loads. Low cycle fatigue (LCF) test is carried out under strain-controlled mode for better characterisation of fatigue life of FDM build parts. Using response surface methodology, the relationship between FDM process parameters and fatigue life is developed. Genetic programming (GP) technique is adopted to predict the fatigue life of the build parts.
Keywords: analysis of variance; ANOVA; fatigue; fused deposition modelling; FDM; genetic programming; low cycle fatigue; LCF; rapid prototyping.
International Journal of Productivity and Quality Management, 2018 Vol.24 No.3, pp.323 - 345
Received: 12 Jul 2016
Accepted: 10 Mar 2017
Published online: 04 Jul 2018 *