DocumentCode
63411
Title
Peak-to-Average Ratio Constrained Demand-Side Management With Consumer´s Preference in Residential Smart Grid
Author
Yi Liu ; Chau Yuen ; Shisheng Huang ; Ul Hassan, Naveed ; Xiumin Wang ; Shengli Xie
Author_Institution
Guangdong Univ. of Technol., Guangzhou, China
Volume
8
Issue
6
fYear
2014
fDate
Dec. 2014
Firstpage
1084
Lastpage
1097
Abstract
In a smart grid network, demand-side management plays a significant role in allowing consumers, incentivized by utilities, to manage their energy consumption. This can be done through shifting consumption to off-peak hours and thus reducing the peak-to-average ratio (PAR) of the electricity system. In this paper, we begin by proposing a demand-side energy consumption scheduling scheme for household appliances that considers a PAR constraint. An initial optimization problem is formulated to minimize the energy cost of the consumers through the determination of the optimal usage power and operation time of throttleable and shiftable appliances, respectively. We realize that the acceptance of consumers of these load management schemes is crucial to its success. Hence, we then introduce a multi-objective optimization problem which not only minimizes the energy cost but also minimizes the inconvenience posed to consumers. In addition to solving the proposed optimization problems in a centralized manner, two distributed algorithms for the initial and the multi-objective optimization problems are also proposed. Simulation results show that the proposed demand-side energy consumption schedule can provide an effective approach to reducing total energy costs while simultaneously considering PAR constraints and consumers´ preferences.
Keywords
cost reduction; demand side management; distributed algorithms; domestic appliances; minimisation; power consumption; scheduling; smart power grids; PAR reduction; consumer preference; demand-side energy consumption scheduling scheme; distributed algorithm; electricity system; energy consumption management; energy cost minimization; household appliances; load management scheme; multiobjective optimization problem; optimal usage power determination; peak-to-average ratio constrained demand side management; residential smart grid; shiftable appliance operation time; throttleable appliance operation time; Energy consumption; Home appliances; Optimization; Peak to average power ratio; Power demand; Smart grids; Demand-side management; consumer´s preference; energy consumption scheduling scheme; peak-to-average ratio; smart grid;
fLanguage
English
Journal_Title
Selected Topics in Signal Processing, IEEE Journal of
Publisher
ieee
ISSN
1932-4553
Type
jour
DOI
10.1109/JSTSP.2014.2332301
Filename
6840951
Link To Document