DocumentCode
2391792
Title
Applying engineering feedback analysis tools to climate dynamics
Author
MacMynowski, Douglas G. ; Tziperman, Eli
Author_Institution
Dept. of Control & Dynamical Syst., California Inst. of Technol., Pasadena, CA
fYear
2008
fDate
11-13 June 2008
Firstpage
4179
Lastpage
4184
Abstract
The application of feedback analysis tools from engineering control theory to problems in climate dynamics is discussed through two examples. First, the feedback coupling between the thermohaline circulation and wind-driven circulation in the North Atlantic Ocean is analyzed with a relatively simple model, in order to better understand the coupled system dynamics. The simulation behavior is compared with analysis using root locus (in the linear regime) and describing functions (to predict limit cycle amplitude). The second example does not directly involve feedback, but rather uses simulation-based identification of low-order dynamics to understand parameter sensitivity in a model of El Nino/Southern Oscillation dynamics. The eigenvalue and eigenvector sensitivity can be used both to better understand physics and to tune more complex models. Finally, additional applications are discussed where control tools may be relevant to understand existing feedbacks in the climate system, or even to introduce new ones.
Keywords
climatology; eigenvalues and eigenfunctions; feedback; natural resources; root loci; sensitivity analysis; wind; El Nino dynamics; Southern Oscillation dynamics; climate dynamics; climate system; eigenvalue sensitivity; eigenvector sensitivity; engineering control; feedback analysis tool; feedback coupling; root locus; system dynamics; thermohaline circulation; wind-driven circulation; Analytical models; Control systems; Control theory; Coupled mode analysis; Eigenvalues and eigenfunctions; Feedback; Limit-cycles; Oceans; Physics; Predictive models;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2008
Conference_Location
Seattle, WA
ISSN
0743-1619
Print_ISBN
978-1-4244-2078-0
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2008.4587149
Filename
4587149
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