• DocumentCode
    91970
  • Title

    Demand Bidding Program and Its Application in Hotel Energy Management

  • Author

    Tarasak, Poramate ; Chin Choy Chai ; Yuen Sam Kwok ; Ser Wah Oh

  • Author_Institution
    Inst. for Infocomm Res., Singapore, Singapore
  • Volume
    5
  • Issue
    2
  • fYear
    2014
  • fDate
    Mar-14
  • Firstpage
    821
  • Lastpage
    828
  • Abstract
    Demand bidding program (DBP) is recently adopted in practice by some energy operators. DBP is a risk-free demand response program targeting large energy consumers. In this paper, we consider DBP with the application in hotel energy management. For DBP, optimization problem is formulated with the objective of maximizing expected reward, which is received when the the amount of energy saving satisfies the contract. For a general distribution of energy consumption, we give a general condition for the optimal bid and outline an algorithm to find the solution without numerical integration. Furthermore, for Gaussian distribution, we derive closed-form expressions of the optimal bid and the corresponding expected reward. Regarding hotel energy, we characterize loads in the hotel and introduce several energy consumption models that capture major energy use. With the proposed models and DBP, simulation results show that DBP provides economics benefits to the hotel and encourages load scheduling. Furthermore, when only mean and variance of energy consumption are known, the validity of Gaussian approximation for computing optimal load and expected reward is also discussed.
  • Keywords
    Gaussian distribution; demand side management; energy consumption; energy management systems; optimisation; DBP; Gaussian approximation; Gaussian distribution; closed-form expressions; demand bidding program; energy consumption models; hotel energy management; load scheduling; optimization problem; risk-free demand response program; Cooling; Energy consumption; Energy management; Load modeling; Optimization; Smart grids; Water heating; Building energy management; demand bidding; demand response; hotel energy management;
  • fLanguage
    English
  • Journal_Title
    Smart Grid, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1949-3053
  • Type

    jour

  • DOI
    10.1109/TSG.2013.2287048
  • Filename
    6732972