• DocumentCode
    3147945
  • Title

    Participation of electric heat pump resources in electricity markets under uncertainty

  • Author

    Good, Nicholas ; Navarro-Espinosa, Alejandro ; Mancarella, Pierluigi ; Karangelos, Efthymios

  • Author_Institution
    Univ. of Manchester, Manchester, UK
  • fYear
    2013
  • fDate
    27-31 May 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper presents a model for calculating the optimal purchasing strategy in a day ahead market for an aggregation of domestic buildings utilising electric heat pumps (EHP) to supply low grade thermal energy (for space heating and domestic hot water). The model includes physical models of buildings and of thermal energy stores (TES). Uncertainty in outdoor temperature (hence space heating demand and imbalance volume) and imbalance prices is modelled using a stochastic programming approach, whilst uncertainty in non-heating electricity and domestic hot water demand, and building occupancy (which is a determinant of space heating demand) is accounted for through random assignation of synthetic profiles to buildings/scenarios. The effect on the purchasing costs of the presence and size of a TES and the effect of the size of the EHP are tested.
  • Keywords
    buildings (structures); heat pumps; power markets; purchasing; space heating; stochastic programming; thermal energy storage; EHP; TES; day ahead market; domestic buildings; domestic hot water demand; electric heat pump resources; electricity markets; imbalance prices; low grade thermal energy; non-heating electricity; optimal purchasing strategy; outdoor temperature; physical models; purchasing costs; space heating; stochastic programming approach; synthetic profiles; thermal energy stores; Heating; Load modeling; Optimization; Uncertainty; Demand response; commercial aggregator; electric heat pump; stochastic optimisation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    European Energy Market (EEM), 2013 10th International Conference on the
  • Conference_Location
    Stockholm
  • Type

    conf

  • DOI
    10.1109/EEM.2013.6607306
  • Filename
    6607306