DocumentCode
2695170
Title
Non-linear optimal controller design for building HVAC systems
Author
Dong, Bing
Author_Institution
Center for Building Performance & Diagnostics, Carnegie Mellon Univ., Pittsburgh, PA, USA
fYear
2010
fDate
8-10 Sept. 2010
Firstpage
210
Lastpage
215
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/CCA.2010.5611260
Filename
5611260
Link To Document