• DocumentCode
    1518054
  • Title

    Adaptive Stochastic Control for the Smart Grid

  • Author

    Anderson, Roger N. ; Boulanger, Albert ; Powell, Warren B. ; Scott, Warren

  • Author_Institution
    Center for Comput. Learning Syst., Columbia Univ., New York, NY, USA
  • Volume
    99
  • Issue
    6
  • fYear
    2011
  • fDate
    6/1/2011 12:00:00 AM
  • Firstpage
    1098
  • Lastpage
    1115
  • Abstract
    Approximate dynamic programming (ADP) driven adaptive stochastic control (ASC) for the Smart Grid holds the promise of providing the autonomous intelligence required to elevate the electric grid to efficiency and self-healing capabilities more comparable to the internet. To that end, we demonstrate the load and source control necessary to optimize management of distributed generation and storage within the Smart Grid.
  • Keywords
    adaptive control; distributed power generation; dynamic programming; load regulation; smart power grids; stochastic systems; ADP; ASC; Internet; adaptive stochastic control; approximate dynamic programming; distributed generation; electric grid; load control; self-healing capability; smart grid; source control; Control systems; Electricity; Energy storage; Real time systems; Smart grids; Stochastic processes; Wind power; Adaptive stochastic control (ASC); Smart Grid; approximate dynamic programming (ADP); control systems;
  • fLanguage
    English
  • Journal_Title
    Proceedings of the IEEE
  • Publisher
    ieee
  • ISSN
    0018-9219
  • Type

    jour

  • DOI
    10.1109/JPROC.2011.2109671
  • Filename
    5768096
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1518054