Gradient Boosting Regression Tree Based Dual Beam Laser Composite Welding Forming Quality Prediction and Optimization

Yang Fangyi; Wu Di; Li Xiaoting; Dong Jinfang; Zeng Da; Huang Hongxing; Ye Xin; Zhang Peilei

doi:10.14128/j.cnki.al.20254502.013

APPLIED LASER, Volume. 45, Issue 2, 13(2025)

Gradient Boosting Regression Tree Based Dual Beam Laser Composite Welding Forming Quality Prediction and Optimization

Yang Fangyi^1,2, Wu Di^1,2,3、*, Li Xiaoting⁴, Dong Jinfang^1,2, Zeng Da^1,2, Huang Hongxing^1,2, Ye Xin^1,2, and Zhang Peilei^1,2

Author Affiliations

¹School of Materials and Science Engineering, Shanghai University of Engineering and Technology, Shanghai 201620, China

²Shanghai Collaborative Innovation Center of Laser Advanced Manufacturing Technology, Shanghai 201620, China

³School of Materials and Science Engineering, Shanghai JiaoTong University, Shanghai 201620, China

⁴Shenzhen Han′s Lithium Battery Smart Equipment Co., Ltd., Shenzhen 518000, Guangdong, China

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Yang Fangyi, Wu Di, Li Xiaoting, Dong Jinfang, Zeng Da, Huang Hongxing, Ye Xin, Zhang Peilei. Gradient Boosting Regression Tree Based Dual Beam Laser Composite Welding Forming Quality Prediction and Optimization[J]. APPLIED LASER, 2025, 45(2): 13

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Paper Information

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Received: Jun. 25, 2023

Accepted: Jun. 17, 2025

Published Online: Jun. 17, 2025

The Author Email: Wu Di (wudi@sues.edu.cn)

DOI:10.14128/j.cnki.al.20254502.013

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology