DocumentCode :
60687
Title :
A Distributed Demand Response Control Strategy Using Lyapunov Optimization
Author :
Lei Zheng ; Lin Cai
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Victoria, Victoria, BC, Canada
Volume :
5
Issue :
4
fYear :
2014
fDate :
Jul-14
Firstpage :
2075
Lastpage :
2083
Abstract :
Motivated by the potential ability of heating ventilation and air-conditioning (HVAC) systems in demand response (DR), we propose a distributed DR control strategy to dispatch the HVAC loads considering the current aggregated power supply (including the intermittent renewable power supply). The control objective is to reduce the variation of nonrenewable power demand without affecting the user-perceived quality of experience. To solve the problem, first, a queueing model is built for the thermal dynamics of the HVAC unit based on the equivalent thermal parameters (ETP) model. Second, optimization problems are formulated. Based on an extended Lyapunov optimization approach, a control algorithm is proposed to approximately solve the problems. Third, a DR control strategy with a low communication requirement is proposed to implement the control algorithm in a distributed way. Finally, practical data sets are used to evaluate and demonstrate the effectiveness and efficiency of the proposed control algorithm.
Keywords :
HVAC; Lyapunov methods; distributed control; load dispatching; load regulation; optimisation; quality of experience; HVAC systems; Lyapunov optimization; distributed demand response control strategy; equivalent thermal parameters model; heating ventilation and airconditioning; nonrenewable power demand; quality of experience; Load management; Load modeling; Optimization; Power demand; Power system dynamics; Temperature control; Demand response (DR); Lyapunov optimization; heating ventilation and air-conditioning (HVAC); power variation; renewable power integration; smart grid; thermal dynamic queue;
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2014.2313347
Filename :
6839080
Link To Document :
بازگشت