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Investigation of Process Parameters Based on Kriging in Sheet Metal Forming

机译:基于Kriging在金属板成形中的过程参数研究

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Design and analysis of computer experiments have been widely investigated. This study presents numerical procedure to optimize the sheet metal forming process. Metamodels based on responses from numerical experiments may form efficient approximations to functions in engineering analysis. They can improve the efficiency of engineering optimization substantially by uncoupling computationally expensive analysis models and (iterative) optimization procedures. This paper investigated the kriging metamodel approach. At the same time, the practical nonlinear engineering problems such as square drawing are also optimized successfully by proposed method. The results prove Kriging model is an effective method for nonlinear engineering problem in practice.
机译:计算机实验的设计和分析已被广泛调查。本研究提出了数值过程以优化金属板形成过程。基于来自数值实验的响应的元模型可以形成有效的近似与工程分析中的功能。它们可以基本上通过脱位计算昂贵的分析模型和(迭代)优化程序来提高工程优化效率。本文调查了Kriging Metomodel方法。同时,通过提出的方法成功地优化了平方绘图等实际非线性工程问题。结果证明了Kriging模型是实践中非线性工程问题的有效方法。

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