Using and Computing Metal Temperature for Asme Piping Class Optimization

P. Bangert, Peter Smith, S. Helgesen, Benjamin Eckenfels
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Abstract

The choice of piping classes for industrial use has important ramification on engineering projects ranging from safety considerations to cost-material effiency and environmental footprint. Usually, suitable piping classes are found by consulting fixed tables, such as the ASME code for piping classes, together with other values like required pressure resistance and pipe temperatures, the later often being a decisive factor for choosing one piping class over another. For the pipe and flange temperatures today mostly the fluid temperature is used, while sometimes rough approximations based on fluid temperature percentages are used, or more rarely, slow, and expensive finite element calculations are performed for individual cases. In this paper we demonstrate the significant benefits of choosing correct piping classes using precisely calculated pipe temperatures and propose an AI-based approach for fast and precise calculation of these pipe temperatures based on a training set derived from a limited number of finite element calculations performed by the authors. We also analyze in detail the benefits of this approach and provide concrete examples.
金属温度在Asme管道等级优化中的应用与计算
工业用管道等级的选择对工程项目具有重要的影响,从安全考虑到成本-材料效率和环境足迹。通常,通过查阅固定的表格(如管道等级的ASME规范)以及其他值(如所需的耐压和管道温度)来找到合适的管道等级,后者通常是选择一种管道等级而不是另一种管道等级的决定性因素。对于管道和法兰的温度,目前主要使用流体温度,有时使用基于流体温度百分比的粗略近似值,或者更罕见的是,针对个别情况进行缓慢且昂贵的有限元计算。在本文中,我们展示了使用精确计算管道温度来选择正确管道类别的显着好处,并提出了一种基于ai的方法,该方法基于作者执行的有限数量的有限元计算得出的训练集来快速精确地计算这些管道温度。我们还详细分析了这种方法的好处,并提供了具体的例子。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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