Laser & Optoelectronics Progress, Volume. 60, Issue 19, 1900003(2023)

Research Status and Development Trend of Laser Cladding Process Optimization Method

Jiangtao Gong1, Linsen Shu1,2、*, Jiasheng Wang1,2, Jiahao Li1, and Jingpeng Qin1
Author Affiliations
  • 1School of Mechanical Engineering, Shaanxi University of Technology, Hanzhong 723001, Shaanxi , China
  • 2Shaanxi Key Laboratory of Industrial Automation, Hanzhong 723001, Shaanxi , China
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    Figures & Tables(24)
    Common process parameter optimization methods
    Cross section morphology of cladding layer[15]
    Line chart of microhardness of optimized samples[16]
    Microhardness of cladding layer[17]
    CCD design schematic diagram[21]
    BBD design schematic diagram[21,23]
    Response surface and contour map[24]
    Three-dimensional interaction diagram at optimal ideal values[26]
    PCE-IAHP integrated method flow chart[31]
    Process drawing of laser cladding WC-CO alloy coating[32]
    Schematic diagram of neural network[40]
    Simulation results of test sample of cladding layer area[47]
    Simulation results of cladding layer height test samples[48]
    Schematic diagram of fuzzy logic algorithm[52]
    Schematic diagram of fuzzy inverse dynamics model[52]
    Schematic diagram of NSGA-Ⅱ algorithm[56]
    Optimized Pareto frontier solution set[57]
    Response of optimal process parameters group and comparison experimental group[57]
    Schematic diagram of particle swarm optimization. (a) Optimization flow chart; (b) particle renewal processes[59]
    Fitness curve[59]
    Pareto frontier solution set of objective function[60]
    GA-BP neural network flow chart[65]
    Flow chart of PSO-ANN[67]
    • Table 1. Comparison of response values before and after optimization[56]

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      Table 1. Comparison of response values before and after optimization[56]

      ResponseDilutionHAZ depth /mmMicroharness /HV

      Efficiency /

      (mm2·s-1

      Before0.5180.855186.43315.24
      After0.320.736218.33716.17
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    Jiangtao Gong, Linsen Shu, Jiasheng Wang, Jiahao Li, Jingpeng Qin. Research Status and Development Trend of Laser Cladding Process Optimization Method[J]. Laser & Optoelectronics Progress, 2023, 60(19): 1900003

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    Paper Information

    Category: Reviews

    Received: Apr. 25, 2022

    Accepted: Jun. 13, 2022

    Published Online: Sep. 20, 2023

    The Author Email: Linsen Shu (shulinsen19@163.com)

    DOI:10.3788/LOP221408

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