Fuzzy observers for anaerobic WWTP: Development and implementation

被引：20

作者：

Carlos-Hernandez, S. ^{[1
]}

Sanchez, E. N. ^{[2
]}

Beteau, J. F. ^{[3
]}

机构：

[1] CINVESTAV, IPN, Ramos Arizpe 25900, Mexico

[2] CINVESTAV, IPN, Unidad Guadalajara, Guadalajara 45090, Jalisco, Mexico

[3] Inst Natl Polytech Grenoble, Dept Automat Control, GIPSA Lab, F-38402 St Martin Dheres, France

来源：

CONTROL ENGINEERING PRACTICE | 2009年 / 17卷 / 06期

关键词：

Fuzzy observer; State estimation; Principal component analysis; Anaerobic digestion; Wastewater treatment plant; WATER; DIGESTION;

D O I：

10.1016/j.conengprac.2008.11.008

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper a set of fuzzy observers for anaerobic digestion is proposed to estimate variables difficult to measure in a completely stirred tank reactor. First, a mathematical model for the process is stated and experimentally validated. Then, a methodology based on principal components analysis is developed to select fuzzy variables, which allow the local observers to be adequately activated. The active local observers are interpolated using the Takagi-Sugeno approach, in order to recover the non-linear behaviour: to ensure their adequate performance, the respective stability analysis is included. The whole estimation scheme is validated via simulations and tested in a real process. (C) 2008 Elsevier Ltd. All rights reserved.

引用

页码：690 / 702

页数：13

共 51 条

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