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Investigation on Ti6Al4V laser welding using statistical and Taguchi approaches

机译:统计和田口方法研究Ti6Al4V激光焊接

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Ti6Al4V is presently one of the most widely used titanium alloys, accounting for more than 50% of all titanium tonnage in the world, and to date no other titanium alloy has been a threat to its dominant position. Laser welding of Ti6Al4V is a major issue in the automotive and aerospace industries. In this paper, both CO{sub}2 and diode laser welding processes were investigated for Ti6Al4V alloy sheet joining using either lap or butt configurations. Artificial neural networks (ANN) processed the data coming from the experimental trials. The aim was to interpolate the database in order to form a suitable database for the analysis of the variance (ANOVA) and the Taguchi analysis of the means. The ANOVA has the merit of being able to be validated on a statistical basis while the Taguchi engineering approach has the ability of maximizing the information coming from a small database of data. Therefore, reliable and valuable information over the ranges of the processes investigated was individuated from a limited number of trials.
机译:Ti6Al4V是目前使用最广泛的钛合金之一,占世界所有钛吨位的50%以上,迄今为止,没有其他钛合金对其威胁地位构成威胁。 Ti6Al4V的激光焊接是汽车和航空航天行业的主要问题。在本文中,研究了采用搭接或对接构型的Ti6Al4V合金薄板连接的CO {sub} 2和二极管激光焊接工艺。人工神经网络(ANN)处理了来自实验试验的数据。目的是对数据库进行插值,以形成用于方差分析(ANOVA)和均值的Taguchi分析的合适数据库。方差分析具有能够在统计基础上进行验证的优点,而田口设计方法则具有最大化来自小型数据数据库的信息的能力。因此,从有限数量的试验中可以得出有关所研究过程范围的可靠且有价值的信息。

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