• Laser & Optoelectronics Progress
  • Vol. 56, Issue 23, 231404 (2019)
Zhaomei Xu1、**, Xiankai Meng2, Yanrong Qu1, Weiguo Zhu1、*, and Zhaoheng Guo3
Author Affiliations
  • 1Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin Institute of Technology, Huai'an, Jiangsu 223003, China
  • 2Institute of Advanced Manufacturing and Modern Equipment Technology Engineering, Jiangsu University, Zhenjiang, Jiangsu 212013, China
  • 3School of Mechanical Engineering, Jiangsu University, Zhenjiang, Jiangsu 212013, China
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    DOI: 10.3788/LOP56.231404 Cite this Article Set citation alerts
    Zhaomei Xu, Xiankai Meng, Yanrong Qu, Weiguo Zhu, Zhaoheng Guo. Process Parameter Optimization of Al2O3 Ceramics Milled with Nanosecond Pulsed Laser[J]. Laser & Optoelectronics Progress, 2019, 56(23): 231404 Copy Citation Text show less
    Experimental system of laser milling and principle of laser milling. (a) Experimental system; (b) milling schematic
    Fig. 1. Experimental system of laser milling and principle of laser milling. (a) Experimental system; (b) milling schematic
    Interactive effects of process parameters on milling quality. (a) Effect on surface roughness; (b) effect on milling depth
    Fig. 2. Interactive effects of process parameters on milling quality. (a) Effect on surface roughness; (b) effect on milling depth
    Comparison of predicted and actual values. (a) Surface roughness; (b) milling depth
    Fig. 3. Comparison of predicted and actual values. (a) Surface roughness; (b) milling depth
    Analysis results of sensitivity of overlap rate to milling quality (laser power is 30 W, milling times is 3, and laser repetition rate is 40 kHz)
    Fig. 4. Analysis results of sensitivity of overlap rate to milling quality (laser power is 30 W, milling times is 3, and laser repetition rate is 40 kHz)
    Analysis results of sensitivity of laser power to milling quality (overlap rate is 80%, milling times is 3, and laser frequency is 40 kHz)
    Fig. 5. Analysis results of sensitivity of laser power to milling quality (overlap rate is 80%, milling times is 3, and laser frequency is 40 kHz)
    Analysis results of sensitivity of laser milling times to milling quality (overlap rate is 80%, laser power is 30 W, and laser repetition rate is 40 kHz)
    Fig. 6. Analysis results of sensitivity of laser milling times to milling quality (overlap rate is 80%, laser power is 30 W, and laser repetition rate is 40 kHz)
    Analysis results of sensitivity of laser frequency to milling quality (overlap rate is 80%, laser power is 30 W, and milling times is 3)
    Fig. 7. Analysis results of sensitivity of laser frequency to milling quality (overlap rate is 80%, laser power is 30 W, and milling times is 3)
    Results of multi-objective optimization
    Fig. 8. Results of multi-objective optimization
    Measurement area of surface roughness
    Fig. 9. Measurement area of surface roughness
    Three-dimensional topography and sectional profile after laser milling. (a) Three-dimensional topography; (b) sectional profile (overlap rate is 90%, laser power is 25.6 W, milling times is 5, and laser repetition rate is 50 kHz)
    Fig. 10. Three-dimensional topography and sectional profile after laser milling. (a) Three-dimensional topography; (b) sectional profile (overlap rate is 90%, laser power is 25.6 W, milling times is 5, and laser repetition rate is 50 kHz)
    Microstructures of ceramic surface before and after laser milling. (a) Initial surface and milled surface; (b) partial enlargement of initial surface; (c) partial enlargement of milled surface (overlap rate is 90%, laser power is 25.6 W, milling times is 5, and laser repetition rate is 50 kHz).
    Fig. 11. Microstructures of ceramic surface before and after laser milling. (a) Initial surface and milled surface; (b) partial enlargement of initial surface; (c) partial enlargement of milled surface (overlap rate is 90%, laser power is 25.6 W, milling times is 5, and laser repetition rate is 50 kHz).
    ParameterNotationUnitLevel
    -2-1012
    Overlap rateO%7075808590
    Laser powerPW2025303540
    TimesN-12345
    Repetition frequencyFkHz3035404550
    Table 1. Process parameters and their value ranges
    No.O /%P /WNF /kHzRa /μmM /μm
    1853523515.20846.515
    280303409.89047.879
    380303308.32541.299
    480303409.89047.879
    5853543513.53780.920
    680301408.11526.826
    780203406.26525.588
    880303409.89047.879
    9852524510.02545.272
    10803035010.29761.911
    11803054012.98477.373
    1285254459.78275.285
    1375254356.72626.160
    14852523510.00644.521
    1580303409.89047.879
    1675252457.82827.382
    17903034015.19872.113
    1875254458.62550.697
    1980303409.89047.879
    20853524513.17148.069
    21804034011.58258.944
    22853544512.63288.637
    2385254359.42559.550
    2475352459.03233.958
    2570303407.36123.022
    26753544510.48262.510
    27753543510.12549.719
    2875352356.87128.622
    2975252355.98722.584
    3080303409.89047.879
    Table 2. Experimental design matrix and results
    ParameterNumber of data pointsFitting degreeAdequate precisionp-value
    Model of surface roughness300.940416.855<0.0001
    Model of milling depth300.990541.265<0.0001
    Table 3. Statistical evaluation of response surface model
    Zhaomei Xu, Xiankai Meng, Yanrong Qu, Weiguo Zhu, Zhaoheng Guo. Process Parameter Optimization of Al2O3 Ceramics Milled with Nanosecond Pulsed Laser[J]. Laser & Optoelectronics Progress, 2019, 56(23): 231404
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