Chinese Journal of Lasers, Volume. 43, Issue 11, 1102008(2016)

Mechanism of Laser Coloration of Stainless Steel and Color Prediction Based on Neural Network

Guo Liang1,2,3,4, Lin Yuantian1,2,3,4, Zhang Zhenhua1,2,3,4, and Zhang Qingmao1,2,3,4
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • 4[in Chinese]
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    References(12)

    [1] [1] Laakso P, Ruotsalainen S, Pantsar H, et al. Relation of laser parameters in color marking of stainless steel[J]. Physica B Condensed Matter, 2009, s378-380: 563-564.

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    [3] [3] Amara E H, Had F, Noukaz A. Experimental investigations on fiber laser color marking of steels[J]. Applied Surface Science, 2015, 351: 1-12.

    [4] [4] Luo F F, Ong W, Guan Y C, et al. Study of micro/nanostructures formed by a nanosecond laser in gaseous environments for stainless steel surface coloring[J]. Applied Surface Science, 2015, 328: 405-409.

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    [6] [6] Long J Y, Fan P X, Zhong M L, et al. Superhydrophobic and colorful copper surfaces fabricated by picosecond laser induced periodic nano structures[J]. Applied Surface Science, 2014, 311: 461-467.

    [7] [7] Liu Zhongmin, Zhang Qingmao, Guo Liang, et al. Influence of laser process parameters on color obtained by marking[J]. Chinese J Lasers, 2014(4): 0403011.

    [8] [8] Li Ping, Zeng Lingke, Shui Anze, et al. Design of forecast system of back propagation neural network based on Matlab[J]. Computer Applications and Software, 2008, 25(4): 149-150.

    [9] [9] Liang Xue. Research of the laser color marking of stainless steel[D]. Harbin: Harbin Institute of Technology, 2008: 17-20.

    [10] [10] Zhao Hongliang. Research on technology of laser colorful marking on metal[D]. Beijing: Beijing University of Technology, 2008: 32-33.

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    Guo Liang, Lin Yuantian, Zhang Zhenhua, Zhang Qingmao. Mechanism of Laser Coloration of Stainless Steel and Color Prediction Based on Neural Network[J]. Chinese Journal of Lasers, 2016, 43(11): 1102008

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    Paper Information

    Category: laser manufacturing

    Received: Jun. 23, 2016

    Accepted: --

    Published Online: Nov. 10, 2016

    The Author Email:

    DOI:10.3788/cjl201643.1102008

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