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 :
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