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Fouling detection in a heat exchanger by observer of Takagi–Sugeno type for systems with unknown polynomial inputs

Authors :
Delrot, Sabrina
Guerra, Thierry Marie
Dambrine, Michel
Delmotte, François
Source :
Engineering Applications of Artificial Intelligence. Dec2012, Vol. 25 Issue 8, p1558-1566. 9p.
Publication Year :
2012

Abstract

Abstract: This paper proposes a new method for fouling detection in a heat exchanger. It is based on the modeling of the system in a fuzzy Takagi–Sugeno representation derived from a physical model. With this representation, the design of a fuzzy observer with unknown inputs of polynomial types is obtained via a LMI formulation. Main advantages of the proposed method are that neither specific sensor, excepted standard ones, nor special operating conditions such as steady state regime are required. Some realistic simulations show the efficiency of the proposed technique. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
09521976
Volume :
25
Issue :
8
Database :
Academic Search Index
Journal :
Engineering Applications of Artificial Intelligence
Publication Type :
Academic Journal
Accession number :
83161414
Full Text :
https://doi.org/10.1016/j.engappai.2012.08.004