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Study on intelligent monitoring methodology based on the mathematical model of heat transfer for blast furnace stave

机译:基于传热数学模型的高炉壁冷却壁智能监控方法研究

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摘要

In order to monitor the thermal status of a blast furnace stave, an intelligent simulation technique is developed. The intelligent simulation model is built using a combined model based on the mathematical model of heat transfer and the technique of artificial intelligence. The intelligent simulation model of blast furnace cast steel stave is based on correction factor of parameters obtained by training the samples of test data of the cast steel cooling stave. Simulating currently existing blast furnace stave situation which is only a monitoring point on the stave and the velocity and temperature of cooling water are difficult to real-time be detected, the experimental verification of the model is done. The results show that the data of intelligent simulation model is nearly consistent with that of experiment. The model of high accuracy can on-line predict the thermal status of blast furnace stave.
机译:为了监视高炉壁的热状态,开发了一种智能仿真技术。基于传热数学模型和人工智能技术的组合模型构建智能仿真模型。高炉铸钢壁的智能仿真模型是基于对铸钢冷却壁测试数据样本进行训练而获得的参数校正因子。通过模拟目前高炉炉壁的情况,​​该情况只是炉壁上的一个监测点,难以实时检测出冷却水的速度和温度,对该模型进行了实验验证。结果表明,智能仿真模型的数据与实验数据基本吻合。高精度模型可以在线预测高炉壁的热状态。

著录项

  • 来源
    《Applied Mathematical Modelling》 |2010年第8期|p.2129-2135|共7页
  • 作者单位

    Department of Thermal Engineering, School of Mechanical Engineering, Tong Ji University, Shanghai 200092, People's Republic of China;

    rnDepartment of Thermal Engineering, School of Mechanical Engineering, Tong Ji University, Shanghai 200092, People's Republic of China;

    rnDepartment of Thermal Engineering, School of Mechanical Engineering, Tong Ji University, Shanghai 200092, People's Republic of China;

    rnDepartment of Thermal Engineering, School of Mechanical Engineering, Tong Ji University, Shanghai 200092, People's Republic of China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    blast furnace stave; heat transfer model; intelligent simulation; on-line monitoring;

    机译:高炉壁传热模型智能仿真在线监控;

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