• DocumentCode
    1512981
  • Title

    Volatility of Power Grids Under Real-Time Pricing

  • Author

    Roozbehani, Mardavij ; Dahleh, Munther A. ; Mitter, Sanjoy K.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Massachusetts Inst. of Technol., Cambridge, MA, USA
  • Volume
    27
  • Issue
    4
  • fYear
    2012
  • Firstpage
    1926
  • Lastpage
    1940
  • Abstract
    The paper proposes a framework for modeling and analysis of the dynamics of supply, demand, and clearing prices in power systems with real-time retail pricing and information asymmetry. Characterized by passing on the real-time wholesale electricity prices to the end consumers, real-time pricing creates a closed-loop feedback system between the physical layer and the market layer of the system. In the absence of a carefully designed control law, such direct feedback can increase sensitivity and lower the system´s robustness to uncertainty in demand and generation. It is shown that price volatility can be characterized in terms of the system´s maximal relative price elasticity, defined as the maximal ratio of the generalized price-elasticity of consumers to that of the producers. As this ratio increases, the system may become more volatile. Since new demand response technologies increase the price-elasticity of demand, and since increased penetration of distributed generation can also increase the uncertainty in price-based demand response, the theoretical findings suggest that the architecture under examination can potentially lead to increased volatility. This study highlights the need for assessing architecture systematically and in advance, in order to optimally strike the trade-offs between volatility/robustness and performance metrics such as economic efficiency and environmental efficiency.
  • Keywords
    closed loop systems; distributed power generation; feedback; power grids; power system economics; pricing; clearing prices; closed-loop feedback system; control law; demand response technology; distributed generation; generalized price-elasticity; information asymmetry; market layer; physical layer; power grid volatility; power systems; price volatility; price-based demand response uncertainty; real-time retail pricing; real-time wholesale electricity prices; system maximal relative price elasticity; Load modeling; Lyapunov methods; Power grids; Power system dynamics; Pricing; Real-time systems; Uncertainty; Lyapunov analysis; marginal cost pricing; real-time pricing; volatility;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2012.2195037
  • Filename
    6197252