Chinese Journal of Lasers, Volume. 38, Issue 2, 203003(2011)

Optimization of Laser Cladding Process Variables Based on Neural Network and Particle Swarm Optimization Algorithms

Ni Libin1、*, Liu Jichang1,2, Wu Yaoting3, and Yan Cuo1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    CLP Journals

    [1] Wang Dongsheng, Yang Youwen, Tian Zongjun, Shen Lida, Huang Yinhui. Process Optimization of Thick Nanostructured Ceramic Coating by Laser Multi-Layer Cladding Based on Neural Network and Genetic Algorithm[J]. Chinese Journal of Lasers, 2013, 40(9): 903001

    [2] Liu Hao, Yu Gang, He Xiuli, Li Shaoxia, Zheng Caiyun, Ning Weijian, Ge Zhifu. Three-Dimensional Numerical Simulation of Transient Temperature Field and Coating Geometry in Powder Feeding Laser Cladding[J]. Chinese Journal of Lasers, 2013, 40(12): 1203007

    [3] Ge Dongyuan, Yao Xifan, Xiang Wenjiang. Application of Hybrid Mutation Neural Network and Fuzzy Adaptive Particle-Swarm Optimization Algorithm in Testing of Micro-Drill[J]. Acta Optica Sinica, 2013, 33(3): 312002

    [4] Bao Yumei, Gao Haiming, Zhang Dongming, Xu Jingshun, Ma Long. Laser Cladding Bio-Ceramic Coating Process Parameters Selection Based on Simulation of Temperature Field[J]. Laser & Optoelectronics Progress, 2014, 51(11): 111601

    [5] Ding Hua, Li Yanwei, Yuan Dongqing. Roughness Prediction of Laser Drilling Pore Surface Based on Back-Propagation Artificial Neural Networks[J]. Laser & Optoelectronics Progress, 2017, 54(1): 11407

    [6] Gao Shiyou, Li Jian, Li Chenguang, Zhou Yefei. Research on the Variation Regularity of Single Laser Tracks Cross-Section Morphology During Laser Cladding[J]. Chinese Journal of Lasers, 2013, 40(5): 503010

    [7] Chen Zhaojiang, Fang Jianwen, Liu Shiqing. Reconstruction of Photo-Thermal Depth Profiles of Multilayer Media Based on Particle Swarm Optimization[J]. Chinese Journal of Lasers, 2011, 38(12): 1208001

    [8] [in Chinese], [in Chinese], [in Chinese], [in Chinese], [in Chinese], [in Chinese], [in Chinese]. Multiple Regression Analysis of the Key Parameters of Laser Engineering Net Shaping on Residual Stress[J]. Laser & Optoelectronics Progress, 2015, 52(1): 11403

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    Ni Libin, Liu Jichang, Wu Yaoting, Yan Cuo. Optimization of Laser Cladding Process Variables Based on Neural Network and Particle Swarm Optimization Algorithms[J]. Chinese Journal of Lasers, 2011, 38(2): 203003

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    Paper Information

    Category: laser manufacturing

    Received: Jun. 22, 2010

    Accepted: --

    Published Online: Jan. 14, 2011

    The Author Email: Libin Ni (nilibin314@163.com)

    DOI:10.3788/cjl201138.0203003

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