Title :
Adaptive and Robust Control for Nonlinear HVAC System
Author :
Chiang, Ming-Li ; Fu, Li-Chen
Author_Institution :
Nat. Taiwan Univ., Taipei
Abstract :
In this paper, we design adaptive and robust controller for the nonlinear MIMO heating, ventilating, and air conditioning (HVAC) system, respectively. The designed adaptive controller maintains good tracking performance for temperature and humidity ratio regardless of the slowly time-varying load changes, which are regarded as parametric uncertainties in thermal space. The robust controller considering non-parametric uncertainties is designed so as to remedy the drawback of feedback linearization technique. The obtained control system shows robustness to the non-constant thermal loads and mismatched uncertainties, respectively. Some simulation results are provided to illustrate the satisfactory control performance of the adaptive controller.
Keywords :
HVAC; MIMO systems; adaptive control; feedback; linearisation techniques; nonlinear control systems; robust control; time-varying systems; uncertain systems; adaptive control; feedback linearization; heating, ventilating, and air conditioning system; nonconstant thermal load; nonlinear HVAC system; nonlinear MIMO system; nonparametric uncertainties; robust control; slowly time-varying load changes; thermal space; Adaptive control; Control systems; Heating; MIMO; Nonlinear control systems; Programmable control; Robust control; Temperature control; Thermal loading; Uncertainty;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.385096