研究目的
Investigating the optimal laser drilling input parameters for minimizing hole taper in Laser Trepan Drilling of Inconel-718 sheet.
研究成果
The study successfully developed a second-order regression model for hole taper and used Genetic Algorithm to find the optimal laser input parameters for minimized hole taper. The optimal parameters were assist gas pressure = 6 bar, laser current = 220 amp, stand-off distance = 2 mm, and cutting speed = 10 mm/min, resulting in a minimum hole taper of 2.660. The research contributes to the understanding of laser drilling processes and provides a methodology for optimizing hole quality in advanced materials.
研究不足
The study is limited to the specific range of laser input parameters and the material Inconel-718. The findings may not be directly applicable to other materials or beyond the studied parameter ranges.
1:Experimental Design and Method Selection:
The study involved conducting experiments on a Pulsed Nd:YAG laser system to investigate the effects of laser input parameters on hole taper in Inconel-718 sheets. The methodology included varying one parameter at a time to observe its effect on hole taper.
2:Sample Selection and Data Sources:
Inconel-718 sheets of size 140x140x
3:4 mm were used for the experiments. A total of 27 experiments were conducted. List of Experimental Equipment and Materials:
Pulsed Nd:YAG laser system of 300W power, compressed air as assist gas, and Inconel-718 sheets.
4:Experimental Procedures and Operational Workflow:
The laser beam was moved around the circumference of the hole to be drilled (Laser Trepan Drilling). Measurements of hole diameters at entrance and exit sides were taken using a stereo optical microscope.
5:Data Analysis Methods:
A multi-regression model was developed for hole taper using the experimental data. Genetic Algorithm (GA) was used for optimization of the kerf taper.
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