Title: Parameters optimisation of transmission laser welding of dissimilar plastics using RSM and flower pollination algorithm integrated approach
Authors: Bappa Acherjee; Debanjan Maity; Arunanshu S. Kuar
Addresses: Production Engineering Department, Birla Institute of Technology Mesra, Deoghar Campus, Deoghar 814142, Jharkhand, India ' Production Engineering Department, Jadavpur University, Kolkata 700032, India ' Production Engineering Department, Jadavpur University, Kolkata 700032, India
Abstract: In the present research work, experimental investigation and process optimisation of transmission laser welding of dissimilar plastics are carried out using response surface methodology (RSM) and flower pollination algorithm (FPA) integrated approach. RSM is used to plan the experiments and to develop the parametric models of the process responses, namely weld strength and weld width. Flower pollination algorithm, a novel nature-inspired meta-heuristic algorithm, is applied to search for the combinations of optimal process parameters that satisfy single objective as well as multiple objectives using the developed RSM models. Parametric analyses are also done using the trend predicted by FPA. This algorithm is found to be capable of predicting accurate trends of the parametric effects. The superiority of FPA in process optimisation and prediction of parametric trends is due to the fact that FPA can locate the global optima and no parameters are held constant during the optimisation process and also during the trend prediction.
Keywords: flower pollination algorithm; optimisation; plastics; RSM; transmission laser welding.
International Journal of Mathematical Modelling and Numerical Optimisation, 2017 Vol.8 No.1, pp.1 - 22
Available online: 11 Apr 2017 *Full-text access for editors Access for subscribers Free access Comment on this article