Prediction Method of Laser Cleaning Composite Coating Thickness Based on PSO-SVR

Hou Xingqiang; Cheng Wei; Ren Yuan; Su Zhenwei; Zhang Yanlu; Gao Qiuling; Dai Na

doi:10.14128/j.cnki.al.20254501.075

Journals >APPLIED LASER >Volume 45 >Issue 1 >Page 75 > Article

APPLIED LASER
Vol. 45, Issue 1, 75 (2025)

Prediction Method of Laser Cleaning Composite Coating Thickness Based on PSO-SVR

Hou Xingqiang, Cheng Wei^*, Ren Yuan, Su Zhenwei..., Zhang Yanlu, Gao Qiuling and Dai Na|Show fewer author(s)

Author Affiliations

Institute of Laser, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250353, Shandong, China

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DOI: 10.14128/j.cnki.al.20254501.075 Cite this Article

Hou Xingqiang, Cheng Wei, Ren Yuan, Su Zhenwei, Zhang Yanlu, Gao Qiuling, Dai Na. Prediction Method of Laser Cleaning Composite Coating Thickness Based on PSO-SVR[J]. APPLIED LASER, 2025, 45(1): 75 Copy Citation Text

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References

[7] YU J H, CHEN Y F. Prediction of simulation parameters of fiber laser cleaning range hood based on BP neural network［J］. Journal of Physics: Conference Series, 2021, 1820(1): 012118.

[8] ZHANG Y H, ZHAO Y J, SUN B, et al. Visualizing the prediction of laser cleaning: A dynamic preview method with a multi-scale conditional generative adversarial network［J］. Applied Optics, 2019, 58(31): 8344-8353.

[12] CORTES C, VAPNIK V. Support-vector networks［J］. Machine Learning, 1995, 20(3): 273-297.

[14] XIE R B, YANG S Z, SUN C Z, et al. Prediction model of needle valve body extrusion grinding process based on PSO-SVR［J］. Journal of Physics: Conference Series, 2021, 2024(1): 012041.

Hou Xingqiang, Cheng Wei, Ren Yuan, Su Zhenwei, Zhang Yanlu, Gao Qiuling, Dai Na. Prediction Method of Laser Cleaning Composite Coating Thickness Based on PSO-SVR[J]. APPLIED LASER, 2025, 45(1): 75

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