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Optimization of Laser Transmission Welding Parameters Using Chicken Swarm Optimization Algorithm: Chicken Swarm Algorithm Optimization of Laser Transmission Welding
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Author(s): Bappa Acherjee (Birla Institute of Technology, Mesra, India), Debanjan Maity (Indian Institute of Technology, Kharagpur, India), Arunanshu S. Kuar (Jadavpur University, India), Souren Mitra (Jadavpur University, India)and Dipten Misra (Jadavpur University, India)
Copyright: 2017
Pages: 20
Source title:
Handbook of Research on Manufacturing Process Modeling and Optimization Strategies
Source Author(s)/Editor(s): Raja Das (VIT University, India)and Mohan Pradhan (Maulana Azad National Institute of Technology, Bhopal, India)
DOI: 10.4018/978-1-5225-2440-3.ch007
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Abstract
The ever-increasing demand of high quality joints with improved cycle times leads the industries, those involve welding of plastics, to use laser for welding plastics. Laser transmission welding is the latest development in the field of welding of plastics. In present research work, experimental investigation, parametric modeling and optimization of laser transmission welding of polycarbonate is carried out. A systematic experimental plan is executed using central composite design of response surface methodology (RSM). Mathematical models are developed using RSM for establishing an interrelationship between the process parameters and the responses of interest. Chicken swarm optimization (CSO) algorithm is employed with the developed RSM models to set the optimal process parameters combinations to achieved desired weld qualities. Here, the objectives are set as to increase the weld strength and decrease the weld width independently, as well as simultaneously. The interdependent parametric trends are also studied and discussed.
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