Numerical Research on Suppression of Thermally Induced Wavefront Distortion of Solid-state Laser Based on Neural Network |
Liu, Hang
(Institute of Applied Electronics, China Academy of Engineering Physics)
He, Ping (Institute of Applied Electronics, China Academy of Engineering Physics) Wang, Juntao (Institute of Applied Electronics, China Academy of Engineering Physics) Wang, Dan (Institute of Applied Electronics, China Academy of Engineering Physics) Shang, Jianli (Institute of Applied Electronics, China Academy of Engineering Physics) |
1 | Z. Ye, Z. Zhao, S. Pan, X. Zhang, C. Wang, Y. Qi, C. Liu, Z. Xiang, and J. Ge, "Beam Profile evolution and beam quality changes inside a diode-end-pumped laser oscillator," IEEE J. Quantum Electron. 50, 62-67 (2014). DOI |
2 | C. Tang, "Review on high brightness high average power solid-state laser technology," Chin. J. Quantum Electron. 22, 488-496 (2005). DOI |
3 | Z. Liu, X. Jin, R. Su, P. Ma, and P. Zhou, "Development status of high power fiber lasers and their coherent beam combination," Sci. China Inform. Sci. 62, 41301 (2019). DOI |
4 | P. Elahi and S. Morshedi, "Calculation of temperature distribution and thermo-optical effects in double-end-pumped slab laser," J. Eng. Phys. Thermophys. 84, 1224-1230 (2011). DOI |
5 | T. Lixin, G. Qingsong, J. Jianfeng, and C. Zhen, "Research of thermal effects compensation of high power diode laser module," High Power Laser Part. Beams 17, 125-128 (2005). |
6 | T. Chen, Y. Jiang, Y. Wen, G. Jin, S.O. Science, "Research on Double-end-pumped Tm: YAP Slab Laser," J. Changchun Univ. Sci. Technol. (Natural Science Ed.) 42, 29-32 (2019). |
7 | S. Q. Pan, Z. B. Ye, Z. G. Zhao, C. Liu, J. H. Ge, Z. Xiang, and J. Chen, "Beam quality improvement by thermally induced aberrations in a diode-end-pumped laser amplifier," Laser Phys. 23, 095003 (2013). DOI |
8 | X. Yu, L. Dong, B. Lai, P. Yang, Y. Liu, Q. Kong, K. Yang, G. Tang, and B. Xu, "Automatic low-order aberration correction based on geometrical optics for slab lasers," Appl. Opt. 56, 1730-1739 (2017). DOI |
9 | M. M. Majidof, H. Latifi, E. Tanhaee, and S. H. Nabavi, "Beam quality improvement in an end-pumped Nd: YAG slab amplifier by the increase of the super-Gaussian order of laser diode beam profile," Opt. Commun. 454, 124388 (2020). DOI |
10 | Y.-F. Yan, Y. Yu, S.-P. Bai, X.-L. Ni, H. Zhang, and X. Yu, "Progress on beam quality control technology of slab lasers," Chin. Opt. 12, 767-782 (2019). DOI |
11 | S. Yi, "New challenges for high energy laser technology," Physics 40, 107-111 (2011). |
12 | Y. J. Huang and Y. F. Chen, "High-power diode-end-pumped laser with multi-segmented Nd-doped yttrium vanadate," Opt. Express 21, 16063-16068 (2013). DOI |
13 | Q. Gan, B. Jiang, P. Zhang, Y. Jiang, S. Chen, and Z. Long, "Research progress of high average power solid-state lasers," Laser Optoelectron. Prog. 54, 10003 (2017). DOI |
14 | S.-S. Schad, V. Kuhn, T. Gottwald, V. Negoita, A. Killi, K. Wallmeroth, "Near fundamental mode high-power thin-disk laser," Proc. SPIE 8959, 89590U (2014). |
15 | J. Bai and G. Chen, "Continuous-wave diode-laser end-pumped Nd: YVO4/KTP high-power solid-state green laser," Opt. Laser Technol. 34, 333-336 (2002). DOI |
16 | W. H. Williams, "Simulations of a phase corrector plate for the National Ignition Facility," Proc. SPIE 3492, 355-362 (1999). |
17 | M. Kaskow, L. Galecki, W. Zendzian, L. Gorajek, and J. K. Jabczynski, "Side-pumped neodymium laser with self-adaptive, nonreciprocal cavity," Opto-Electron. Rev. 24, 10-14 (2016). DOI |
18 | K. S. Shibib, M. A. Munshid, and K. A. Hubiter, "Analytical model of transient thermal effect on convectional cooled end-pumped laser rod," Pramana 81, 603-615 (2013). DOI |
19 | Y. Chen, J. Wang, L. Tong, H. Ji, and Q. Gao, "Experiment research on wavefront distortion of high power diode end-pumped slab module," High Power Laser Part. Beams 25, 822-826 (2013). DOI |
20 | J. Wang, L. Tong, L. Xu, Z. Wu, M. Li, X. Chen, Y. Chen, D. Wang, T. Zhou, H. Hu, and Q. Gao, "5 kW End-pumped Nd: YAG slab lasers and beam quality improvement," Chin. J. Lasers 45, 101003 (2018). DOI |
21 | T. Wenquan, Numerical Heat Transfer, 2nd ed. (Xi'an Jiaotong University Press, China, 2000). |
22 | T. Chen and S. Zhong, "Privacy-preserving back propagation neural network learning," IEEE Trans. Neural Netw. 20, 1554-1564 (2009). DOI |
23 | M. N. Oiik, Heat conduction, 2nd ed. (Wiley, NY, USA, 1993), p. 687. |
24 | W. Koechner, Solid-State Laser Engineering, 6th ed. (Springer NY, USA, 2006). |
25 | W. T. Katz, J. W. Snell, and M. B. Merickel, "Artificial neural networks," Meth. Enzymol. 210, 610-636 (1992). DOI |
26 | B. Li, Y. Xiao, and L. Wang, "Application of particle swarm optimization in engineering optimization problem," Comput. Eng. Appl. 40, 74-76 (2004). |
27 | J. Robinson and Y. Rahmat-Samii, "Particle swarm optimization in electromagnetics," IEEE Trans. Antennas Propag. 52, 397-407 (2004). DOI |