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Optimization of cutting parameters for CO2 laser beam cutting using variable wiight grey-taguchi method

机译:可变维灰色-taguchi方法优化CO2激光束切割的切割参数

摘要

Carbon Dioxide (CO2) laser beam cutting (LBC) process involves several parameters. These parameters need to be optimized in order to get the best quality output. Researchers had applied various types of optimization methods which are used for single or multi-objectives problems. One of the methods is Grey-Taguchi method. However, there is a disadvantage of these methods. This study focuses on improving the Grey-Taguchi method in order to optimize machining parameters for CO2 LBC. The Variable Weight Grey-Taguchi method is proposed which considering all possible weights to be assigned to the control and noise factors. The considered control factors are stand-off distance, cutting speed and laser power. This study also considers surrounding temperature as noise factor. The superior of these methods is merely depending on the response factors which are Surface Roughness (SR), Kerf Taper Angle (TAP), Heat Affected Zone (HAZ) and Kerf Width (KW). Results from Matlab assisted physical experiment shows there is an effect on weight assigning to the factors. Results also show that the proposed method successfull improved all the response factors. Surface roughness had improved by 49.4%, taper 52%, Heat Affected Zone (HAZ) 9.3% and kerf width 46.2%. As conclusion, this study had successfully proposed an improved optimization method for LBC process.
机译:二氧化碳(CO2)激光束切割(LBC)工艺涉及多个参数。这些参数需要优化以获得最佳质量的输出。研究人员已应用各种类型的优化方法来解决单目标或多目标问题。方法之一是格雷-田口方法。但是,这些方法有一个缺点。这项研究的重点是改进Grey-Taguchi方法,以优化CO2 LBC的加工参数。提出了可变权灰色-Taguchi方法,该方法考虑了将所有可能的权重分配给控制和噪声因子。考虑的控制因素是间距,切割速度和激光功率。这项研究还将环境温度视为噪声因素。这些方法的优越性仅取决于响应因子,例如表面粗糙度(SR),刻缝锥角(TAP),热影响区(HAZ)和刻缝宽度(KW)。 Matlab辅助物理实验的结果表明,权重分配给这些因素有影响。结果还表明,该方法成功地改善了所有响应因子。表面粗糙度提高了49.4%,锥度提高了52%,热影响区(HAZ)提高了9.3%,切缝宽度提高了46.2%。综上所述,本研究成功提出了一种改进的LBC工艺优化方法。

著录项

  • 作者

    Khairul Fikri Muhamad;

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  • 年度 2011
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