中文

基于动态模拟的油气集输站库生产过程安全参数智能预测

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  • Key Words:油气集输;动态模拟;深度学习;安全预测

  • Abstract:传统油气集输过程安全预测预警技术,由于未考虑过程信息与过程机理的结合而导致其具有一定的局限性。本文通过斯皮尔曼相关系数分析,基于动态模拟提取油气集输过程的关键机理特征变量,建立半监督的油气集输过程安全状态深度学习模型,实现对过程关键安全参数的智能预测。该方法可以提升油气集输过程安全管理水平,有效化解安全风险,减少企业损失。

  • Volume:v.50;No.411

  • Issue:17

  • Translation or Not:no


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