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求解非線性化工過(guò)程魯棒數(shù)據(jù)校正的新方法
Abstract：Data reconciliation is an effective technique for providing accurate and consistent value for chemical process. However, the presence of gross errors can severely bias the reconciled results. Robust estimators can significantly reduce the effect of gross errors and yield less-biased results. In this article, a new method is proposed to solve the robust data reconciliation problem of nonlinear chemical process. By using several technologies including linearization method, penalty function, virtual observation equation, and equivalent weights method, the robust data reconciliation problem can be transformed into least squares estimator problem which leads to the convenience in computation. Simulation results in a nonlinear chemical process demonstrate the efficiency of the proposed method. 作者： 周凌柯[1] 蘇宏業(yè)[2] 褚健[2] Author： ZHOU Lingke[1] SU Hongye[2] CHU Jian[2] 作者單位： 南京科技大學(xué)浙江大學(xué) 期 刊： 中國(guó)化學(xué)工程學(xué)報(bào)（英文版） ISTICEISCI Journal： CHINESE JOURNAL OF CHEMICAL ENGINEERING 年，卷(期)： 2006, 14(3) 分類(lèi)號(hào)： N94 Keywords： data reconciliation robust estimator equivalent weights method 機(jī)標(biāo)分類(lèi)號(hào)： TG8 TG4 機(jī)標(biāo)關(guān)鍵詞： 求解 非線性 化工過(guò)程 數(shù)據(jù)校正 新方法 Data Reconciliation data reconciliation chemical process least squares estimator new method 基金項(xiàng)目： 國(guó)家自然科學(xué)基金，國(guó)家高技術(shù)研究發(fā)展計(jì)劃(973計(jì)劃) 求解非線性化工過(guò)程魯棒數(shù)據(jù)校正的新方法[期刊論文] 中國(guó)化學(xué)工程學(xué)報(bào)（英文版） --2006, 14(3)周凌柯 蘇宏業(yè) 褚健Data reconciliation is an effective technique for providing accurate and consistent value for chemical process. However, the presence of gross errors can severely bias the reconciled results. Robust es...【求解非線性化工過(guò)程魯棒數(shù)據(jù)校正的新方法】相關(guān)文章：
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