APPLIED LASER, Volume. 39, Issue 5, 734(2019)

Multi-objective Optimization of Laser Cladding Process Parameters Based on Neural Network and Genetic Algorithm

Wen Haijun*, Meng Xiaoling, Xu Xiangchuan, and Zeng Aijing
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    References(12)

    [1] [1] Editorial Department of the journal.Military-civilian integration in the field of equipment remanufacturing——An interview with academician Xu Binshi[J].Dual-use Technology and Products, 2018 (11):8-13.

    [2] [2] XU XIANGCHUAN, WEN HAIJUN, WANG JUNYUAN, et al.Optimization of laser cladding process parameters for remanufacturing of equipment parts based on response surface[J].Journal of Vacuum Science and Technology, 2018, 38(7):615-620.

    [3] [3] DONG SHIYUN, YAN SHIXING, XU BINSHI, et al.Optimization and properties of laser cladding process for fe90 alloy[J].Journal of Functional Materials, 2011, 42(S1):15-18.

    [4] [4] NI LIBIN, LIU JICHANG, WU YAOTING, et al.Laser cladding technology optimization based on neural network and particle swarm optimization algorithm[J].China Journal of Lasers, 2011, 38(2):99-104.

    [5] [5] WANG DONGSHENG, YANG YOUWEN, TIAN ZONGJUN, et al.Optimization of Laser Multi-layer Cladding Thick Nano-ceramic Coatings Based on Neural Network and Genetic Algorithm[J].China Journal of Lasers, 2013, 40(9): 62-70.

    [6] [6] YANGYANG, LONGCHAO CAO, QI ZHOU.Multi-objective process parameters optimization of Laser-magnetic hybrid welding combining Kriging and NSGA-II[J].Robotics and Computer Integrated Manufacturing, 2018(49):253-262.

    [7] [7] LUAN YAN.Research on fuzzy multi-objective decision making of engineering project based on equilibrium optimization[D].Tianjin University, 2012.

    [8] [8] LU YONGBO.Systems Engineering[M].Beijing:Tsinghua University Press, 2006:185-186.

    [9] [9] SUN LIBING.Research on the Competitive Evaluation System of City Commercial Banks Based on AHP[D].Qingdao:China University of Petroleum(East China), 2013.

    [10] [10] ZHENG LIANG.Research on process parameter optimization in high precision plastic gear project[D].Shanghai:Shanghai Jiaotong University, 2008.

    [11] [11] ZHU JIANYING.Intelligent system non-classical mathematical method[M].Wuhan: Huazhong University of Science and Technology Press, 2001.

    [12] [12] ZHANG LI.Application of artificial neural network in the prediction of tourist numbers[J].Science and Technology, 2016(16):68-69.

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    Wen Haijun, Meng Xiaoling, Xu Xiangchuan, Zeng Aijing. Multi-objective Optimization of Laser Cladding Process Parameters Based on Neural Network and Genetic Algorithm[J]. APPLIED LASER, 2019, 39(5): 734

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    Paper Information

    Received: Jan. 24, 2019

    Accepted: --

    Published Online: Dec. 5, 2019

    The Author Email: Wen Haijun (whjnuc@126.com)

    DOI:10.14128/j.cnki.al.20193905.734

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