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
相关论文
共 50 条
  • [21] Performance Analysis of Optimal Relay Power Control In MIMO System
    Alfitouri, Abdurrahman
    Hamdi, Khairi Ashour
    2017 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2017,
  • [22] Optimal Control of a MIMO Bioreactor System Using Direct Approach
    Simorgh, Abolfazl
    Razminia, Abolhassan
    Mobayen, Saleh
    Baleanu, Dumitru
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2021, 19 (03) : 1159 - 1174
  • [23] Optimal Control of a MIMO Bioreactor System Using Direct Approach
    Abolfazl Simorgh
    Abolhassan Razminia
    Saleh Mobayen
    Dumitru Baleanu
    International Journal of Control, Automation and Systems, 2021, 19 : 1159 - 1174
  • [24] Entering H∞-Optimal Control Robustness into a Macroeconomic LQ-Tracking Model
    Hudgins, David
    Na, Joon
    COMPUTATIONAL ECONOMICS, 2016, 47 (02) : 121 - 155
  • [25] Optimal model-free control for a generic MIMO nonlinear system with application to autonomous mobile robots
    Safaei, Ali
    Mahyuddin, Muhammad Nasiruddin
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2018, 32 (06) : 792 - 815
  • [26] Modelling and control of MIMO gasifier system during coal quality variations
    Mary, X. Anitha
    Sivakumar, L.
    Jayakumar, J.
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2015, 23 (02) : 131 - 139
  • [27] Parameter Optimization of MIMO Fuzzy Optimal Model Predictive Control By APSO
    Taieb, Adel
    Soltani, Moez
    Chaari, Abdelkader
    COMPLEXITY, 2017,
  • [28] Optimal Control of Twin Rotor MIMO System Using LQR Technique
    Pandey, Sumit Kumar
    Laxmi, Vijaya
    COMPUTATIONAL INTELLIGENCE IN DATA MINING, VOL 1, 2015, 31 : 11 - 21
  • [29] Optimal Control of Twin Rotor MIMO system Using Output Feedback
    Pratap, Bhanu
    Agrawal, Abhishek
    Purwar, Shubhi
    2012 2ND INTERNATIONAL CONFERENCE ON POWER, CONTROL AND EMBEDDED SYSTEMS (ICPCES 2012), 2012,
  • [30] OPTIMAL CONTROL METHODS FOR MACROECONOMIC GROWTH AND ENERGY MODEL: AN EVALUATION OF COMPUTATIONAL ALGORITHMS.
    Ku, Richard
    Wignjowijoto, Hartojo
    Modeling and Simulation, Proceedings of the Annual Pittsburgh Conference, 1979,