Building Temperature Control Based on Population Dynamics

被引:43
作者
Obando, German [1 ]
Pantoja, Andres [2 ]
Quijano, Nicanor [1 ]
机构
[1] Univ Los Andes, Dept Ingn Elect & Elect, Bogota, Colombia
[2] Univ Narino, Dept Ingn Elect, Pasto, Colombia
关键词
Energy efficiency; evolutionary game theory; passivity; population dynamics; resource management; temperature control;
D O I
10.1109/TCST.2013.2252175
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:404 / 412
页数:9
相关论文
共 20 条
[1]  
[Anonymous], 2002, NONLINEAR SYSTEMS
[2]  
[Anonymous], 1998, EVOLUTIONARY GAMES P
[3]  
[Anonymous], 2003, CRC P CONTROL SER
[4]  
Clearwater S.H., 1996, MARKET BASED CONTROL, P253
[5]  
Fox MJ, 2012, IEEE DECIS CONTR P, P7445, DOI 10.1109/CDC.2012.6426106
[6]  
Judd B., 1993, COLLECTED WORKS EUGE, V1
[7]  
Kleissl J, 2010, DES AUT CON, P749
[8]  
Lewis F., 1995, Optimal control
[9]  
Ljung L., 1987, System Identification: Theory for the User
[10]  
Long N., 2010, NRELTP55047906 NAT R