Prediction of Removal Efficiency of Laser Dressing Wheels Based on Neural Networks

Zhu Yi; Mei Lifang; Huang Jiacheng; Zhou Wei; Chen Genyu; Wang Hao

doi:10.14128/j.cnki.al.20254501.058

APPLIED LASER, Volume. 45, Issue 1, 58(2025)

Prediction of Removal Efficiency of Laser Dressing Wheels Based on Neural Networks

Zhu Yi¹, Mei Lifang^1,2, Huang Jiacheng^3,4, Zhou Wei^3,4, Chen Genyu^3,4、*, and Wang Hao^3,4

Author Affiliations

¹College of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361024, Fujian, China

²Fujian Key Laboratory of Advanced Design and Manufacture of Passenger Cars, Xiamen 361024, Fujian, China

³College of Mechanical and Vehicle Engineering, Hunan University, Changsha 410082, Hunan, China

⁴Laser Research Institute of Hunan University, Hunan University, Changsha 410082, Hunan, China

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References(4)

[10] [10] LIU B W, JIN W T, LU A J, et al. Optimal design for dual laser beam butt welding process parameter using artificial neural networks and genetic algorithm for SUS316L austenitic stainless steel［J］. Optics & Laser Technology, 2020, 125: 106027.

[12] [12] MIRJALILI S, MIRJALILI S M, LEWIS A. Grey wolf optimizer［J］. Advances in Engineering Software, 2014, 69: 46-61.

[13] [13] KOHLI M, ARORA S. Chaotic grey wolf optimization algorithm for constrained optimization problems［J］. Journal of Computational Design and Engineering, 2018, 5(4): 458-472.

[14] [14] ARORA S, ANAND P. Chaotic grasshopper optimization algorithm for global optimization［J］. Neural Computing and Applications, 2019, 31(8): 4385-4405.

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Zhu Yi, Mei Lifang, Huang Jiacheng, Zhou Wei, Chen Genyu, Wang Hao. Prediction of Removal Efficiency of Laser Dressing Wheels Based on Neural Networks[J]. APPLIED LASER, 2025, 45(1): 58

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Paper Information

Category:

Received: May. 31, 2023

Accepted: Apr. 17, 2025

Published Online: Apr. 17, 2025

The Author Email: Chen Genyu (hdgychen@163.com)

DOI:10.14128/j.cnki.al.20254501.058

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology