The article proposes flatness-based control for a nonlinear macro-economic model of the UK economy. The differential flatness properties of the model are proven. This enables to introduce a transformation (diffeomorphism) of the system’s state variables and to express the state-space description of the model in the linear canonical (Brunowsky) form in which both the feedback control and the state estimation problem can be solved. For the linearized equivalent model of the macroeconomic system, stabilizing feedback control can be achieved using pole placement methods. Moreover, to implement stabilizing feedback control of the system by measuring only a subset of its state vector elements the Derivative-free nonlinear Kalman Filter is used. This consists of the Kalman Filter recursion applied on the linearized equivalent model of the financial system and of an inverse transformation that is based again on differential flatness theory. The asymptotic stability properties of the control scheme are confirmed.
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28 November 2017
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING 2017 (ICCMSE-2017)
21–25 April 2017
Thessaloniki, Greece
Research Article|
November 28 2017
Flatness-based control and Kalman filtering for a continuous-time macroeconomic model Available to Purchase
G. Rigatos;
G. Rigatos
*
Unit of Industrial Automation, Industrial Systems Institute
, 26504, Rion Patras, Greece
, email: [email protected]
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P. Siano;
P. Siano
†
Department of Industrial Engineering, University of Salerno
, Fisciano 84084 Italy
, email: [email protected]
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R. Binns
R. Binns
Search for other works by this author on:
G. Rigatos
1
P. Siano
2
T. Ghosh
3
K. Busawon
4
R. Binns
5
*
Unit of Industrial Automation, Industrial Systems Institute
, 26504, Rion Patras, Greece
, email: [email protected]
†
Department of Industrial Engineering, University of Salerno
, Fisciano 84084 Italy
, email: [email protected]AIP Conf. Proc. 1906, 060005 (2017)
Citation
G. Rigatos, P. Siano, T. Ghosh, K. Busawon, R. Binns; Flatness-based control and Kalman filtering for a continuous-time macroeconomic model. AIP Conf. Proc. 28 November 2017; 1906 (1): 060005. https://doi.org/10.1063/1.5012323
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