%0 Journal Article %T Modeling of the laminar cooling process with case-based reasoning
基于案例推理的层流冷却过程建模 %A TAN Ming-hao %A CHAI Tian-you %A
谭明皓 %A 柴天佑 %J 控制理论与应用 %D 2005 %I %X 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. %K laminar cooling process %K intelligent modeling %K first principles model %K case-based reasoning
层流冷却过程 %K 智能建模 %K 机理模型 %K 案例推理 %U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=970898A57DFC021F93AB51667BAED7F7&aid=D48BF857572C96CE&yid=2DD7160C83D0ACED&vid=BC12EA701C895178&iid=0B39A22176CE99FB&sid=FBA00558C57D9C11&eid=82722E2B785EBF0D&journal_id=1000-8152&journal_name=控制理论与应用&referenced_num=10&reference_num=15