Title :
Building Temperature Control Based on Population Dynamics
Author :
Obando, German ; Pantoja, Andres ; Quijano, N.
Author_Institution :
Dept. de Ing. Electr. y Electron., Univ. de Los Andes, Bogota, Colombia
Abstract :
Temperature control in buildings is a dynamic resource allocation problem, which can be approached using nonlinear methods based on population dynamics (i.e., replicator dynamics). A mathematical model of the proposed control technique is shown, including a stability analysis using passivity concepts for an interconnection of a linear multivariable plant driven by a nonlinear control system. In order to illustrate our control strategy, some simulations are performed, and we compare our proposed technique with other control strategies in a model with a fixed structure. Finally, experimental results are shown in order to observe the performance of some of these strategies in a multizone temperature testbed.
Keywords :
building management systems; linear systems; multivariable control systems; nonlinear control systems; stability; temperature control; buildings; dynamic resource allocation problem; linear multivariable plant; multizone temperature testbed; nonlinear control system; passivity concepts; population dynamics; replicator dynamics; stability analysis; temperature control; Energy efficiency; evolutionary game theory; passivity; population dynamics; resource management; temperature control;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2013.2252175