DocumentCode :
3382860
Title :
Model Predictive Controller for Active Demand Side Management with PV self-consumption in an intelligent building
Author :
Yi Zong ; Mihet-Popa, Lucian ; Kullmann, Daniel ; Thavlov, Anders ; Gehrke, Oliver ; Bindner, Henrik W.
Author_Institution :
Dept. of Electr. Eng., Tech. Univ. of Denmark, Roskilde, Denmark
fYear :
2012
fDate :
14-17 Oct. 2012
Firstpage :
1
Lastpage :
8
Abstract :
This paper presents a Model Predictive Controller (MPC) for electrical heaters´ predictive power consumption including maximizing the use of local generation (e.g. solar power) in an intelligent building. The MPC is based on dynamic power price and weather forecast, considering users´ comfort settings to meet an optimization objective such as minimum cost and minimum reference temperature error. It demonstrates that this MPC strategy can realize load shifting, and maximize the PV self-consumption in the residential sector. With this demand side control study, it is expected that MPC strategy for Active Demand Side Management (ADSM) can dramatically save energy and improve grid reliability, when there is a high penetration of Renewable Energy Sources (RESs) in the power system.
Keywords :
building management systems; demand side management; electric heating; photovoltaic power systems; power generation control; power generation reliability; power grids; predictive control; ADSM; MPC strategy; PV self-consumption; RES; active demand side management; demand side control study; dynamic power price; electrical heater predictive power consumption; grid reliability; intelligent building; load shifting; local generation; minimum reference temperature error; model predictive controller strategy; optimization objective; renewable energy sources; residential sector; weather forecast; Buildings; Heating; Mathematical model; Meteorology; Optimization; Predictive models; Temperature measurement; Active demand side management; load shifting; model predictive control; solar/wind power penetration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovative Smart Grid Technologies (ISGT Europe), 2012 3rd IEEE PES International Conference and Exhibition on
Conference_Location :
Berlin
ISSN :
2165-4816
Print_ISBN :
978-1-4673-2595-0
Electronic_ISBN :
2165-4816
Type :
conf
DOI :
10.1109/ISGTEurope.2012.6465618
Filename :
6465618
Link To Document :
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