• DocumentCode
    2085971
  • Title

    Analogies in modelling wireless network stability and advanced power grid control

  • Author

    Kangas, Maria ; Glisic, Savo

  • fYear
    2013
  • fDate
    9-13 June 2013
  • Firstpage
    4035
  • Lastpage
    4040
  • Abstract
    Wireless channel between power producer and power consumer will play an important role when designing future smart grids. In order to optimize the performance of a smart grid, the knowledge of power price information at the consumer end and the knowledge of power demand information at the power producer side is important. In this paper, the modeling of advanced power grid with different cooperative sources of conventional and renewable power generation and with different power price knowledge is proposed. The control problem is to exploit the available information in the power grid in such a way that the power grid adapts to changes both in power production and power demand minimizing the power losses in the system. We use dynamic optimization methods to implement a dynamic control policy, which optimizes the performance of the power grid, when only the power demand information is assumed to be available at the power producer side. In addition, using both the instantaneous power demand knowledge at the power producer side and the instantaneous power price information at the power consumer end, it is shown that the dynamic control policy not only minimizes the power losses but also the balance between the power generation and power demand is achieved. The basis for the models and analysis presented in this paper are the analogies between the power grid control and optimum information flow control in communication networks.
  • Keywords
    optimisation; power markets; power system control; radio networks; smart power grids; wireless channels; advanced power grid control; communication networks; consumer end; cooperative sources; dynamic control policy; dynamic optimization methods; instantaneous power demand knowledge; optimum information flow control; power consumer; power demand information; power losses; power price information; power price knowledge; power producer; power production; renewable power generation; smart grids; wireless channel; wireless network stability; Optimization; Power demand; Power generation; Power system dynamics; Production; Smart grids; Adaptive Control; Communication network; Dynamic programming; Markov modelling; value iteration algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2013 IEEE International Conference on
  • Conference_Location
    Budapest
  • ISSN
    1550-3607
  • Type

    conf

  • DOI
    10.1109/ICC.2013.6655191
  • Filename
    6655191