Title :
Non-linear optimal controller design for building HVAC systems
Author_Institution :
Center for Building Performance & Diagnostics, Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
The purpose of heating system controllers is to provide thermal comfort to the occupants while maintaining the minimum energy consumption. This paper introduces several non-linear optimal controllers for a single zone heating system in buildings. The system model is based on fundamentals of heat transfer and thermal dynamics. Input/Output feedback linearization, MATLAB/Simulink response optimizer and nonlinear programming are applied into optimal controller design and the results are compared. The study shows optimal controller has a large energy saving potential compared to traditional PI controller.
Keywords :
HVAC; control system synthesis; nonlinear control systems; nonlinear programming; optimal control; temperature control; Matlab; Simulink; building HVAC systems; heat transfer; heating ventilation and air conditioning; nonlinear optimal controller design; nonlinear programming; thermal comfort; thermal dynamics; Atmospheric modeling; Energy consumption; Heat pumps; Mathematical model; Space heating; Water heating;
Conference_Titel :
Control Applications (CCA), 2010 IEEE International Conference on
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-5362-7
Electronic_ISBN :
978-1-4244-5363-4
DOI :
10.1109/CCA.2010.5611260