DocumentCode
2508473
Title
Contraction theory based observer for a biochemical process
Author
Chatterjee, Sayanti ; Sadhu, Smita ; Ghosal, T.K.
Author_Institution
Electr. Eng. Dept., Jadavpur Univ., Kolkata, India
fYear
2010
fDate
17-19 Dec. 2010
Firstpage
1
Lastpage
4
Abstract
This contribution reports the design of state estimator for a nonlinear process using the recently proposed contraction analysis approach. Although the contraction based stability analysis for nonlinear systems is now an accepted tool for analyzing control systems with uncertain parameters, application of this technique for designing nonlinear state estimator is fairly recent and still evolving. The contraction analysis based estimator design method is briefly outlined before applying the method for a biochemical process, for which existing literature indicates the use of traditional nonlinear observers. A comparative study of estimator performance between an extended Luenberger observer based state estimation and the contraction observer has been reported. Results of simulation show that state estimation using contraction observer is better than that of the classical one.
Keywords
biochemistry; chemical engineering; nonlinear systems; observers; stability; biochemical process; contraction theory; control systems analysis; extended Luenberger observer; nonlinear state estimator; nonlinear systems; stability analysis; Control systems; Equations; Heat transfer; Jacobian matrices; Mathematical model; Observers; Stability analysis; Biochemical process; Contraction Theory based Observer; Error; Extended Luenberger Observer; State estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
India Conference (INDICON), 2010 Annual IEEE
Conference_Location
Kolkata
Print_ISBN
978-1-4244-9072-1
Type
conf
DOI
10.1109/INDCON.2010.5712726
Filename
5712726
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