Title :
Control and room temperature optimization of energy efficient buildings
Author :
Sahyoun, Samir ; Nelson, Craig ; Djouadi, Seddik M. ; Kuruganti, Teja
Author_Institution :
EECS Dept., Univ. of Tennessee, Knoxville, TN, USA
Abstract :
The building sector consumes a large part of the energy used in the United States and is responsible for nearly 40% of greenhouse gas emissions. It is therefore economically and environmentally important to reduce the building energy consumption to realize massive energy savings. In this paper, a method to control room temperature in buildings is proposed. The approach is based on a distributed parameter model represented by a three dimensional (3D) heat equation in a room with heater/cooler located at ceiling. The latter is resolved using finite element methods, and results in a model for room temperature with thousands of states. The latter is not amenable to control design. A reduced order model of only few states is then derived using Proper Orthogonal Decomposition (POD). A Linear Quadratic Regulator (LQR) is computed based on the reduced model, and applied to the full order model to control room temperature.
Keywords :
air conditioning; building management systems; control system synthesis; energy conservation; finite element analysis; linear quadratic control; optimisation; reduced order systems; temperature control; 3D heat equation; LQR; POD; United States; building energy consumption reduction; building sector; ceiling; control design; cooler; distributed parameter model; energy efficient building; energy savings; finite element method; full order model; greenhouse gas emission; heater; linear quadratic regulator; proper orthogonal decomposition; reduced order model; room temperature control; room temperature optimization; Computational modeling; Equations; Finite element methods; Heating; Mathematical model; Reduced order systems;
Conference_Titel :
Control Applications (CCA), 2012 IEEE International Conference on
Conference_Location :
Dubrovnik
Print_ISBN :
978-1-4673-4503-3
Electronic_ISBN :
1085-1992
DOI :
10.1109/CCA.2012.6402450