• 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