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Optimizing Processing Parameters for Multi-Track Laser Cladding Utilizing Multi-Response Grey Relational Analysis

机译:利用多响应灰色关联分析优化多道激光熔覆工艺参数

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Multi-track laser cladding is the primary technology used in industrial applications for surface reinforcement and remanufacturing of broken parts. In this study, the influence of processing parameters on multi-track laser cladding was investigated using a Taguchi orthogonal experimental design. A multi-response grey relational analysis (GRA) was employed to identify laser cladding processing parameters that simultaneously optimize the flatness ratio of the coating and the cladding efficiency. The optimal parameters setting found by GRA were validated experimentally. Results showed that the flatness ratio and cladding efficiency were closely correlated to the overlap rate and laser power, where the overlap rate shows the most significant impact on the flatness ratio and the laser power shows the most significant impact on cladding efficiency. Results from the validation experiment were within one percent (0.97% error) of the predicted value. This demonstrates the benefits of utilizing GRA in laser cladding process optimization. The methods presented in this paper can be used to identify ideal processing parameters for multi-response multi-track laser cladding processes or other industrial applications.
机译:多轨激光熔覆是工业应用中用于表面增强和破损零件再制造的主要技术。在这项研究中,使用田口正交实验设计研究了工艺参数对多道激光熔覆的影响。采用多响应灰色关联分析(GRA)来识别激光熔覆工艺参数,这些参数可同时优化涂层的平整度和熔覆效率。实验验证了通过GRA找到的最佳参数设置。结果表明,平面度比和熔覆效率与重叠率和激光功率密切相关,其中重叠率对平面度比影响最大,而激光功率对熔覆效率影响最大。验证实验的结果在预测值的百分之一以内(误差为0.97%)。这证明了在激光熔覆工艺优化中利用GRA的好处。本文介绍的方法可用于为多响应多轨迹激光熔覆工艺或其他工业应用确定理想的加工参数。

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