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A Software Framework for Optimization of Process Parameters in Material Production

机译:用于优化材料生产过程参数的软件框架

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A framework for optimization of process parameters in material processing and production is described. The framework is designed for effective set up and solution of optimization problems as part of process design, as well as to support development of numerical models by inverse identification of model parameters. The general framework is outlined, which has been supplemented by a neural networks module in order to enable real time decision support. Simulator based on meshless method with radial basis functions (RBF) has been utilized.
机译:描述了用于优化材料处理和生产中工艺参数的框架。该框架专为有效设置和解决优化问题,作为过程设计的一部分,以及通过反向识别模型参数来支持数值模型的开发。概述了一般框架,该框架已经由神经网络模块补充,以便能够实现实时决策支持。已经利用了基于径向基函数(RBF)的无网格方法的模拟器。

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