Applying engineering feedback analysis tools to climate dynamics
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...
| Main Authors: | , |
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| Format: | Book Part |
| Language: | English |
| Published: |
IEEE
2008
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| Subjects: | |
| Online Access: | https://authors.library.caltech.edu/18845/ https://authors.library.caltech.edu/18845/1/MacMynowski2008p86312009_American_Control_Conference_Vols_1-9.pdf https://resolver.caltech.edu/CaltechAUTHORS:20100629-095101747 |
| Summary: | 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. |
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