DocumentCode :
153981
Title :
An adaptive distributed predictive control strategy for temperature regulation in a multizone office building
Author :
Lauro, Fiorella ; Longobardi, Luigi ; Panzieri, Stefano
Author_Institution :
Comput. Sci. & Autom. Dept., “Roma Tre” Univ., Rome, Italy
fYear :
2014
fDate :
8-8 Oct. 2014
Firstpage :
32
Lastpage :
37
Abstract :
In recent years, Model Based Predictive Control (MPC) constitutes an important research trend in the control of advanced heating, ventilation and air conditioning (HVAC) systems in order to find a compromise between the energy savings and the occupant thermal comfort. In this paper an innovative MPC strategy for indoor temperature regulation in a three-zones building is presented. Two different strategies of adaptive MPC are proposed to achieve even higher performances ensuring temperature regulation on the basis of the occupancy level of each building zone. Furthermore, a comparison between decentralized and distributed MPC configurations is showed to demonstrate the effectiveness of MPC distributed approach in terms of computational costs and control results.
Keywords :
HVAC; adaptive control; building management systems; decentralised control; distributed control; energy conservation; indoor environment; predictive control; temperature control; HVAC systems; adaptive MPC; adaptive distributed predictive control strategy; decentralized MPC configurations; distributed MPC configurations; energy savings; heating ventilation and air conditioning systems; indoor temperature regulation; innovative MPC strategy; model based predictive control; multizone office building; occupancy level; occupant thermal comfort; three-zones building; Adaptation models; Atmospheric modeling; Buildings; Heating; Mathematical model; Predictive models; HVAC system; adaptive MPC; multizone building; occupancy; predictive optimal control; temperature regulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Energy Systems (IWIES), 2014 IEEE International Workshop on
Conference_Location :
San Diego, CA
Type :
conf
DOI :
10.1109/IWIES.2014.6957043
Filename :
6957043
Link To Document :
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