Beam wobbling effects on laser transmission welding of dissimilar polymers: Experiments, modeling, and process optimization

•The effects of beam wobbling on laser transmission welding of dissimilar polymers are investigated.•Statistical models are constructed to correlate welding parameters with desired responses.•ANOVA confirms that the beam wobbling parameters have a substantial impact on weld strength.•Parametric anal...

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Veröffentlicht in:Optics and laser technology 2022-02, Vol.146, p.107603, Article 107603
Hauptverfasser: Kumar, Dhiraj, Sarkar, Niladri Shekhar, Acherjee, Bappa, Kuar, Arunanshu Shekhar
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container_start_page 107603
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creator Kumar, Dhiraj
Sarkar, Niladri Shekhar
Acherjee, Bappa
Kuar, Arunanshu Shekhar
description •The effects of beam wobbling on laser transmission welding of dissimilar polymers are investigated.•Statistical models are constructed to correlate welding parameters with desired responses.•ANOVA confirms that the beam wobbling parameters have a substantial impact on weld strength.•Parametric analysis and morphological study are used to examine the impact of beam wobbling.•The process parameters are optimized to obtain desired weld strength and weld seam width. Because of numerous advantageous characteristics of polymers and their expanding usage in microfluidic devices, automotive, household, packaging, and biomedical sectors, laser transmission welding (LTW) has emerged to meet the need for a potent polymer welding technology for industrial use. This paper presents an experimental investigation, mathematical modeling, and parameters optimization of wobble LTW of dissimilar transparent polymers. A low-power Nd:YVO4 laser is used to fuse transparent acrylic and polycarbonate plaques using a black marker ink line applied at the weld interface. Planned experiments and corresponding analyses are performed to develop the mathematical models and investigate the effect of beam wobbling on the process responses. The wobbling of the beam creates homogenized heat distribution and turbulence inside the weld pool, which improves material intermixing and joint strength. Morphological analysis reveals the presence of a number of tiny bubbles on the top surface of the weld bead, which strengthens the micromechanical joining at the weld interface. Artificial intelligence-based teaching learning-based optimization (TLBO) algorithm and desirability function analysis (DFA)-based optimization method are employed to improve the weld quality and to obtain the desired response. TLBO produces more accurate results than DFA because of its strong convergence towards global optima.
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Because of numerous advantageous characteristics of polymers and their expanding usage in microfluidic devices, automotive, household, packaging, and biomedical sectors, laser transmission welding (LTW) has emerged to meet the need for a potent polymer welding technology for industrial use. This paper presents an experimental investigation, mathematical modeling, and parameters optimization of wobble LTW of dissimilar transparent polymers. A low-power Nd:YVO4 laser is used to fuse transparent acrylic and polycarbonate plaques using a black marker ink line applied at the weld interface. Planned experiments and corresponding analyses are performed to develop the mathematical models and investigate the effect of beam wobbling on the process responses. The wobbling of the beam creates homogenized heat distribution and turbulence inside the weld pool, which improves material intermixing and joint strength. Morphological analysis reveals the presence of a number of tiny bubbles on the top surface of the weld bead, which strengthens the micromechanical joining at the weld interface. Artificial intelligence-based teaching learning-based optimization (TLBO) algorithm and desirability function analysis (DFA)-based optimization method are employed to improve the weld quality and to obtain the desired response. 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Because of numerous advantageous characteristics of polymers and their expanding usage in microfluidic devices, automotive, household, packaging, and biomedical sectors, laser transmission welding (LTW) has emerged to meet the need for a potent polymer welding technology for industrial use. This paper presents an experimental investigation, mathematical modeling, and parameters optimization of wobble LTW of dissimilar transparent polymers. A low-power Nd:YVO4 laser is used to fuse transparent acrylic and polycarbonate plaques using a black marker ink line applied at the weld interface. Planned experiments and corresponding analyses are performed to develop the mathematical models and investigate the effect of beam wobbling on the process responses. The wobbling of the beam creates homogenized heat distribution and turbulence inside the weld pool, which improves material intermixing and joint strength. 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subjects Algorithms
Artificial intelligence
Biomedical materials
Dissimilar polymer welding
Function analysis
Heat distribution
Industrial applications
Laser beam welding
Laser transmission welding
Lasers
Machine learning
Mathematical models
Microfluidic devices
Neodymium lasers
Optimization
Polymers
Process optimization
Transparent polymer welding
Welding parameters
Wobble welding
title Beam wobbling effects on laser transmission welding of dissimilar polymers: Experiments, modeling, and process optimization
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