Laser Technology, Volume. 48, Issue 3, 405(2024)

Prediction model and optimization study of laser trimming bronze-bonded diamond grinding wheel

HUANG Jiacheng1,2, CHEN Genyu1,2、*, ZHOU Wei1,2, ZHU Yi3, and WANG Hao1,2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    References(21)

    [1] [1] LI B M,ZHAO B,LI Q.Abrasives and grinding techniques[M].Beijing: Chemical Industry Press,2010:38-40(in Chinese).

    [2] [2] DING W F,MIAO Q,LI B K,et al.Review on grinding technology of nickel-based superalloys used for aero-engine[J].Journal of Mechanical Engineering,2019,55(1): 189-215(in Chinese).

    [3] [3] JIAO F,LI Ch L,NIU Y,et al.Review and prospect of grinding wheel dressing technique [J].China Mechanical Engineering,2021,32(20): 2435-2448(in Chinese).

    [4] [4] DENG H,CHEN G Y,ZHOU C,et al.Status and prospect of laser truing and dressing technique for superabrasive grinding wheels [J].High Power Laser and Particle Beams,2014,26(7): 309-314(in Chinese).

    [5] [5] SUN K J,CHEN G Y,YU Ch R,et al.Selection of equipment and parameters used in laser turing and dressing grinding wheels[J].Laser Technology,2011,35(6): 721-724(in Chinese).

    [6] [6] CHEN G Y,CHEN Ch,BU Ch,et al.Numerical simulation and experiment for on-line truing and dressing of bronze-bonded diamond grinding wheels with laser[J].Laser Technology,2012,36(4): 433-437(in Chinese).

    [7] [7] CHEN G Y,LI Z G,DENG H,et al.Experimental study about dressing bronze-bonded diamond grinding wheels with pulsed fiber laser[J].Laser Technology,2013,37(6):705-711(in Chinese).

    [8] [8] ZHOU C,ZHANG L,CHEN G Y,et al.Prediction and optimization algorithm of process parameters for laser dressing grinding wheels[J].Laser Technology,2015,39(3): 320-324(in Chinese).

    [9] [9] ZHOU W,CHEN G Y,PAN H J,et al.Laser precision profiling of small-angle bevel-edge contour grinding wheels[J].Journal of Materials Processing Technology,2022,305:117591.

    [10] [10] DENG H,CHEN G Y,ZHOU C,et al.Pulsed laser tangential profiling and radial sharpening of bronze-bonded diamond grinding wheels[J].Chinese Journal of Lasers,2014,41(11): 1103003 (in Chinese).

    [11] [11] KE X L,GUO Y B,WANG Zh Zh,et al.Research on precision truing and accuracy evaluation technique for arc diamond truer[J].Journal of Xiamen University(Natural Science Edition),2013,52(6): 797-801(in Chinese).

    [12] [12] LIU R.Overview of the basic principles of artificial neural networks[J].Computer Products and Distribution,2020(6): 35,81 (in Chinese).

    [13] [13] CAI R H,CUI Y X,XUE P J,et al.Research on the methods of determining the number of hidden nodes in three-layer BP neural network[J].Computer and Information Technology,2017,25(5): 29-33(in Chinese).

    [14] [14] ZHOU F S,LI Sh Ch,CHEN X,et al.Research progress in modeling the optimization of process parameters of laser additive manufacturing[J].Laser Technology,2023,47(4):469-479(in Chinese).

    [15] [15] LI Zh J,TANG Y Ch,HUANG X.Review on the application of BP neural network[J].World of Labor Security (Theoretical Edition),2012(8): 71-74(in Chinese).

    [16] [16] PAN F,LI W X,GAO Q.Particle swarm optimization algorithm and multi-objectiveoptimization[M].Beijing: Beijing Institute of Technology Press,2013:16-18(in Chinese).

    [17] [17] ZHAO W H,SU B,XIA X Y.Aparticle swarm optimization algorithm of easily skipping local optimum[J].Electronic Test,2017(13): 53-54(in Chinese).

    [18] [18] SASHMITA P,GANAPATI P.Performance evaluation of a new BP algorithm for a modified artificial neural network[J].Neural Processing Letters,2020,51(2): 1-21.

    [19] [19] LI Y,YUAN H Y,YU J Q,et al.Review on the application of genetic algorithm in optimization problems[J].Shandong Industrial Technology,2019(12): 242-243(in Chinese).

    [20] [20] CERF R.The quasispecies regime for the simple genetic algorithm with roulette-wheel selection[J].Advances in Applied Probability,2017,49(3):903-926.

    [21] [21] ZHAO X,YE Q W,ZHOU Y.Hybrid optimization algorithm maintaining independence of PSO and GA[J].Computer Engineering and Applications,2009,45(26): 53-55(in Chinese).

    Tools

    Get Citation

    Copy Citation Text

    HUANG Jiacheng, CHEN Genyu, ZHOU Wei, ZHU Yi, WANG Hao. Prediction model and optimization study of laser trimming bronze-bonded diamond grinding wheel[J]. Laser Technology, 2024, 48(3): 405

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Apr. 23, 2023

    Accepted: --

    Published Online: Aug. 5, 2024

    The Author Email: CHEN Genyu (hdgychen@163.com)

    DOI:10.7510/jgjs.issn.1001-3806.2024.03.016

    Topics