DocumentCode
76608
Title
Optimal Threshold Policy for In-Home Smart Grid with Renewable Generation Integration
Author
Gi-Ren Liu ; Phone Lin ; Yuguang Fang ; Yi-Bing Lin
Author_Institution
Wireless Broadband Commun. Protocol CrossCampus Res. Center, Nat. Sun Yat-Sen Univ., Kaohsiung, Taiwan
Volume
26
Issue
4
fYear
2015
fDate
April 1 2015
Firstpage
1096
Lastpage
1105
Abstract
In-home Smart Grid (SG), the integration of Renewable Power Systems (RPSs) with Conventional Power Systems (CPSs), calls for cost-effective management for the electricity usages of end users´ household appliances. In this paper, by taking the charging process of RPSs and multiple types of household appliances in to consideration, we have developed analytical models to characterize the electricity cost in the in-home smart grid. Based on these models, we formulate the electricity cost minimization problem as a finite-horizon continuous-time Markov decision process (CTMDP), from which we obtain a threshold policy to minimize the cost. Numerical results show that the threshold policy can manage the electricity usage very effectively.
Keywords
Markov processes; power system management; smart power grids; solar power stations; wind power plants; continuous-time Markov decision process; conventional power systems; in-home smart grid; renewable generation integration; renewable power systems; Analytical models; Batteries; Biomedical monitoring; Electricity; Home appliances; Power demand; Continuous-time Markov decision process; conventional power system; in-home smart grid; renewable power system;
fLanguage
English
Journal_Title
Parallel and Distributed Systems, IEEE Transactions on
Publisher
ieee
ISSN
1045-9219
Type
jour
DOI
10.1109/TPDS.2014.2317171
Filename
6797861
Link To Document