| 引用本文: | 谭明皓, 柴天佑.基于案例推理的层流冷却过程建模[J].控制理论与应用,2005,22(2):248~253.[点击复制] |
| TAN Ming-hao, CHAI Tian-you.Modeling of the laminar cooling process with case-based reasoning[J].Control Theory and Technology,2005,22(2):248~253.[点击复制] |
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| 基于案例推理的层流冷却过程建模 |
| Modeling of the laminar cooling process with case-based reasoning |
| 摘要点击 2056 全文点击 1741 投稿时间：2003-04-18 修订日期：2004-02-18 |
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| DOI编号 |
| 2005,22(2):248-253 |
| 中文关键词 层流冷却过程 智能建模 机理模型 案例推理 |
| 英文关键词 laminar cooling process intelligent modeling first principles model case-based reasoning |
| 基金项目 国家重点基础研究发展计划资助项目(2002cb312201); 国家863高技术计划资助项目(2002AA412140). |
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| 中文摘要 |
| 针对具有非线性,参数时变,分布参数等综合复杂特性的热轧层流冷却过程,将机理建模方法与案例推理技术相结合,通过使用层流冷却过程中带钢的运行工况构造案例,在案例库中检索与其匹配的历史案例,利用实际工况的特征与匹配工况的特征经过推理给出当前工况的模型参数,从而确定层流冷却过程的动态模型.利用这一模型可以预测整个冷却过程中带钢的温度变化过程.通过某钢铁公司热轧层流冷却过程实际数据的实验比较表明所提出的建模方法是有效的. |
| 英文摘要 |
| A hybrid modeling approach integrating case_based reasoning (CBR) into the first principles process model is developed for the laminar cooling process,which is difficult to describe with accurate mathematical models due to its complex nature(e.g.,highly nonlinear,time varying,and spatially varying).The past cases most similar to the current operating condition are retrieved from the case base.The model parameters of the finite difference model for the current operating condition are found by reusing the solutions of the retrieved cases.The finite difference model can predict the through_thickness temperature evolutions of the moving strip during the cooling process.Experimental studies based on the industrial data from a steel company show the effectiveness of the proposed modeling approach. |
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