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Study on Quality Forecast and Process Parameters OptimizationPlatform of NC Tube Bending

机译:NC管弯曲质量预测与工艺参数优化效果

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According to the complex forming mechanisms, high forming accuracy, and multi-parameters in the bending process of metal tube parts used in rockets and aircraft engines, the parametric FE model for dynamics analysis, forming quality forecast model based on ANN, and process parameters optimization model based on GA were established. A NC tube bending quality forecast and process parameters optimization platform was designed based on these models. Data inconsistency has been solved by data interfaces and process technologies in this platform. By developing corresponding algorithm the special quality indexes extracting function of tube bending was realized. The platform has been used to study forming laws and optimize process parameters of some typical tubes. Management mechanism of empirical data and knowledge was set up. A practical application example was used to show the effectiveness of this platform.
机译:根据复杂的成形机构,高成型精度和在火箭和飞机发动机中使用的金属管部件的弯曲过程中的多参数,用于动力学分析的参数二氧化碳模型,基于ANN的形成质量预测模型,以及工艺参数优化建立了基于GA的模型。基于这些模型设计了NC管弯曲质量预测和工艺参数优化平台。数据不一致通过该平台中的数据接口和过程技术解决了。通过开发相应的算法,实现了管弯曲功能的特殊质量指标。该平台已用于研究形成法律并优化一些典型管的工艺参数。建立了经验数据和知识的管理机制。使用实际应用示例来显示该平台的有效性。

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