Modelling and Optimal Control of MIMO System - France Macroeconomic Model Case

被引:0
|
作者
Zhao, Zilong [1 ,3 ]
Robu, Bogdan [1 ]
Landau, Ioan [1 ]
Dugard, Luc [1 ]
Marchand, Nicolas [1 ]
Job, Louis [2 ]
机构
[1] Univ Grenoble Alpes, CNRS, Grenoble INP, GIPSA Lab, F-38000 Grenoble, France
[2] Univ Grenoble Alpes, CNRS, Sci Po Grenoble, PACTE, F-38000 Grenoble, France
[3] Delft Univ Technol, Delft, Netherlands
来源
2023 EUROPEAN CONTROL CONFERENCE, ECC | 2023年
关键词
MIMO model; LQR; Optimal control; Macroeconomic data;
D O I
10.23919/ECC57647.2023.10178184
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we focus on the French Macroeconomic model. We use real economic data, available as time series, starting from 1980s and openly provided by the INSEE. Variables such as Gross Domestic Production, Exportation, Importation, Household Consumption, Gross Fixed Capital Formation and Public expenditure are included in the analysis. Our objective is to maintain a constant economic growth rate according to the available resources. We implement an optimal control policy via LQR to achieve that. Since we aim to maintain a constant growth rate, the control system is modified for this purpose. We prove the efficiency with three experiments based on real data, and we test the method robustness with respect to: (1) variation of LQR parameters, (2) realistic constraints on inputs, and (3) perturbations on outputs. Results show that our designed control system can guide the output to the desired growth rate.
引用
收藏
页数:6
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