Literature DB >> 30333711

Multiple input control strategies for robust and adaptive climate engineering in a low-order 3-box model.

F Bonetti1, C McInnes1.   

Abstract

A low-order 3-box energy balance model for the climate system is employed with a multivariable control scheme for the evaluation of new robust and adaptive climate engineering strategies using solar radiation management. The climate engineering measures are deployed in three boxes thus representing northern, southern and central bands. It is shown that, through heat transport between the boxes, it is possible to effect a degree of latitudinal control through the reduction of insolation. The approach employed consists of a closed-loop system with an adaptive controller, where the required control intervention is estimated under the RCP4.5 radiative scenario. Through the online estimation of the controller parameters, adaptive control can overcome key issues related to uncertainties of the climate model, the external radiative forcing and the dynamics of the actuator used. In fact, the use of adaptive control offers a robust means of dealing with unforeseeable abrupt perturbations, as well as the parametrization of the model considered, to counteract the RCP4.5 scenario, while still providing bounds on stability and control performance. Moreover, applying multivariable control theory also allows the formal controllability and observability of the system to be investigated in order to identify all feasible control strategies.

Keywords:  adaptive control; climate engineering; proportional–integralcontrol; solar radiation management

Year:  2018        PMID: 30333711      PMCID: PMC6189589          DOI: 10.1098/rspa.2018.0447

Source DB:  PubMed          Journal:  Proc Math Phys Eng Sci        ISSN: 1364-5021            Impact factor:   2.704


  4 in total

Review 1.  An overview of geoengineering of climate using stratospheric sulphate aerosols.

Authors:  Philip J Rasch; Simone Tilmes; Richard P Turco; Alan Robock; Luke Oman; Chih-Chieh Chen; Georgiy L Stenchikov; Rolando R Garcia
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2008-11-13       Impact factor: 4.226

2.  Climate forcing by anthropogenic aerosols.

Authors:  R J Charlson; S E Schwartz; J M Hales; R D Cess; J A Coakley; J E Hansen; D J Hofmann
Journal:  Science       Date:  1992-01-24       Impact factor: 47.728

3.  The next generation of scenarios for climate change research and assessment.

Authors:  Richard H Moss; Jae A Edmonds; Kathy A Hibbard; Martin R Manning; Steven K Rose; Detlef P van Vuuren; Timothy R Carter; Seita Emori; Mikiko Kainuma; Tom Kram; Gerald A Meehl; John F B Mitchell; Nebojsa Nakicenovic; Keywan Riahi; Steven J Smith; Ronald J Stouffer; Allison M Thomson; John P Weyant; Thomas J Wilbanks
Journal:  Nature       Date:  2010-02-11       Impact factor: 49.962

4.  Potential climate engineering effectiveness and side effects during a high carbon dioxide-emission scenario.

Authors:  David P Keller; Ellias Y Feng; Andreas Oschlies
Journal:  Nat Commun       Date:  2014-02-25       Impact factor: 14.919

  4 in total

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