Multiphysics modeling, sensitivity analysis, and optical performance optimization for optical laser head in additive manufacturing
Optical laser head is a key component used to shape the laser beam and to deliver higher power laser irradiation onto workpieces for material processing. A focused laser beam size and optical intensity need to be controlled to avoid decreasing beam quality and loss of intensity in laser material pro...
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sg-ntu-dr.10356-1468732023-03-04T17:14:03Z Multiphysics modeling, sensitivity analysis, and optical performance optimization for optical laser head in additive manufacturing Yang, Jiaping Yao, Xiling Cai, Yuxin Bi, Guijun School of Mechanical and Aerospace Engineering Singapore Institute of Manufacturing Technology Engineering::Mechanical engineering Optical Laser Head Structural-thermal-optical-performance Analysis Optical laser head is a key component used to shape the laser beam and to deliver higher power laser irradiation onto workpieces for material processing. A focused laser beam size and optical intensity need to be controlled to avoid decreasing beam quality and loss of intensity in laser material processing. This paper reports the multiphysics modeling of an in-house developed laser head for laser-aided additive manufacturing (LAAM) applications. The design of computer experiments (DoCE) combined with the response surface model was used as an efficient design approach to optimize the optical performance of a high power LAAM head. A coupled structural-thermal-optical-performance (STOP) model was developed to evaluate the influence of thermal effects on the optical performance. A number of experiments with different laser powers, laser beam focal plane positions, and environmental settings were designed and simulated using the STOP model for sensitivity analysis. The response models of the optical performance were constructed using DoCE and regression analysis. Based on the response models, optimal design settings were predicted and validated with the simulations. The results show that the proposed design approach is effective in obtaining optimal solutions for optical performance of the laser head in LAAM. Published version 2021-03-12T04:53:17Z 2021-03-12T04:53:17Z 2021 Journal Article Yang, J., Yao, X., Cai, Y. & Bi, G. (2021). Multiphysics modeling, sensitivity analysis, and optical performance optimization for optical laser head in additive manufacturing. Applied Sciences, 11(2). https://dx.doi.org/10.3390/app11020868 2076-3417 https://hdl.handle.net/10356/146873 10.3390/app11020868 2-s2.0-85099817100 2 11 en Applied Sciences © 2021 The Author(s). Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). application/pdf |
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Engineering::Mechanical engineering Optical Laser Head Structural-thermal-optical-performance Analysis Yang, Jiaping Yao, Xiling Cai, Yuxin Bi, Guijun Multiphysics modeling, sensitivity analysis, and optical performance optimization for optical laser head in additive manufacturing |
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Optical laser head is a key component used to shape the laser beam and to deliver higher power laser irradiation onto workpieces for material processing. A focused laser beam size and optical intensity need to be controlled to avoid decreasing beam quality and loss of intensity in laser material processing. This paper reports the multiphysics modeling of an in-house developed laser head for laser-aided additive manufacturing (LAAM) applications. The design of computer experiments (DoCE) combined with the response surface model was used as an efficient design approach to optimize the optical performance of a high power LAAM head. A coupled structural-thermal-optical-performance (STOP) model was developed to evaluate the influence of thermal effects on the optical performance. A number of experiments with different laser powers, laser beam focal plane positions, and environmental settings were designed and simulated using the STOP model for sensitivity analysis. The response models of the optical performance were constructed using DoCE and regression analysis. Based on the response models, optimal design settings were predicted and validated with the simulations. The results show that the proposed design approach is effective in obtaining optimal solutions for optical performance of the laser head in LAAM. |
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School of Mechanical and Aerospace Engineering |
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School of Mechanical and Aerospace Engineering Yang, Jiaping Yao, Xiling Cai, Yuxin Bi, Guijun |
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Article |
author |
Yang, Jiaping Yao, Xiling Cai, Yuxin Bi, Guijun |
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Yang, Jiaping |
title |
Multiphysics modeling, sensitivity analysis, and optical performance optimization for optical laser head in additive manufacturing |
title_short |
Multiphysics modeling, sensitivity analysis, and optical performance optimization for optical laser head in additive manufacturing |
title_full |
Multiphysics modeling, sensitivity analysis, and optical performance optimization for optical laser head in additive manufacturing |
title_fullStr |
Multiphysics modeling, sensitivity analysis, and optical performance optimization for optical laser head in additive manufacturing |
title_full_unstemmed |
Multiphysics modeling, sensitivity analysis, and optical performance optimization for optical laser head in additive manufacturing |
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multiphysics modeling, sensitivity analysis, and optical performance optimization for optical laser head in additive manufacturing |
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2021 |
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https://hdl.handle.net/10356/146873 |
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