Title :
Predictive control of complex hydronic systems
Author :
Chandan, V. ; Mishra, S. ; Alleyne, A.G.
Author_Institution :
Dept. of Mech. Sci. & Eng., Univ. of Illinois, Urbana, IL, USA
fDate :
June 30 2010-July 2 2010
Abstract :
The control of hydronic building systems is considered in this paper, using a simulated chilled water system as a case study. In this context, model-based predictive control strategies have been proposed and compared with traditional feedback control schemes. The advantages and limitations associated with these methodologies has been demonstrated. The cornerstone of this work is the development of a novel, distributed predictive scheme which provides the best compromise in the multidimensional evaluation framework of `regulation´, `optimality´, `reliability´ and `computational complexity´.
Keywords :
building management systems; distributed control; large-scale systems; predictive control; chilled water system; complex system; distributed predictive scheme; feedback control; hydronic building system; model-based predictive control strategy; predictive control; Buildings; Computational complexity; Control systems; Cooling; Mathematical model; Optimal control; Performance analysis; Predictive control; Predictive models; System testing;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5530469