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Controlling chaos in El Niño

MacMynowski, Douglas G. (2010) Controlling chaos in El Niño. In: 2010 American Control Conference (ACC). IEEE , pp. 4090-4094. ISBN 978-1-4244-7426-4. https://resolver.caltech.edu/CaltechAUTHORS:20110412-143108662

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Abstract

Many weather and climate phenomena are chaotic in nature; indeed for many people this is the canonical example of a chaotic system. However, because of this, it is at least theoretically possible to have significant influence over these systems with extremely small control inputs. This potential is explored using the Cane-Zebiak 33 000-state model of the El-Niño/Southern Oscillation (ENSO). The model dynamics are nonlinear and chaotic, and the optimal control input can be found through iteration using the adjoint simulation. The performance of this optimal control (which implicitly assumes perfect model and state information) is compared with a simple SISO linear feedback. Significant reductions in ENSO amplitude are (theoretically) possible with very small control inputs, illustrating that it is possible to have significant influence over large-scale climatic phenomena without correspondingly large control effort.


Item Type:Book Section
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http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5530629&isnumber=5530425PublisherArticle
ORCID:
AuthorORCID
MacMynowski, Douglas G.0000-0003-1987-9417
Additional Information:© 2010 AACC. Issue Date: June 30 2010-July 2 2010. Date of Current Version: 29 July 2010. The adjoint simulation used herein was obtained from the Cane-Zebiak model using Adifor; a collaborative project between the Mathematics and Computer Science Division at Argonne National Laboratory and the Center for Research on Parallel Computation at Rice University. TAO data used in computing APE are made available by the TAO Project Office of NOAA/PMEL.
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INSPEC Accession Number11508787
Record Number:CaltechAUTHORS:20110412-143108662
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20110412-143108662
Official Citation:MacMynowski, D.G.; , "Controlling chaos in El Niño," American Control Conference (ACC), 2010 , vol., no., pp.4090-4094, June 30 2010-July 2 2010 URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5530629&isnumber=5530425
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:23289
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:26 May 2011 19:58
Last Modified:03 Oct 2019 02:45

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