A Hybrid Model of Solvent Hehydratic Distillation Column Based on Mechanism and LS-SVM
作者: Qingtao SunXuefeng Yan
刊名: Chemical Product and Process Modeling, 2011, Vol.6 (1)
来源数据库: Berkeley Electronic Journal
关键词: distillationmechanism modelhybrid modelleast square support vector machine
英文摘要: Considering that there are many factors having highly nonlinear effect on the Murphree efficiency of column in petrochemical industry and that the obtained accurate value of the Murphree efficiency plays an important role in the performance of the column model, a novel hybrid model method which combines mechanism with least square support vector machine (LS-SVM) is proposed to model solvent dehydratic distillation column (SDDC). In the hybrid model, the mechanism method is used to develop the whole model of SDDC, and LS-SVM is employed to describe the relationship between the factors and the Murphree efficiency due to the nonlinear representing ability of LS-SVM. Further, the correlation between the factors and the Murphree efficiency is analyzed to select the input variables of LS-SVM,...
全文获取路径: BE Press 
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  • SVM 共享虚拟存储器