• DocumentCode
    2671978
  • Title

    Automatic learning of sequential decision strategies for dynamic security assessment and control

  • Author

    Wehenkel, Louis ; Glavic, Mevludin ; Geurts, Pierre ; Ernst, Damien

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Liege Univ.
  • fYear
    0
  • fDate
    0-0 0
  • Abstract
    This paper proposes to formulate security control as a sequential decision making problem and presents new developments in automatic learning of sequential decision making strategies from simulations and/or information collected from real-life system measurements. The exploitation of these methods for the design of decision making strategies and control policies in the context of preventive and emergency mode dynamic security assessment and control is discussed and further opportunities for research in this area are highlighted
  • Keywords
    decision making; power system control; power system security; emergency mode dynamic security assessment; preventive control; preventive security assessment; real-life system measurements; security control; sequential decision making problem; sequential decision strategies; Automatic control; Computer security; Control systems; Decision making; Information security; Optimal control; Power system control; Power system dynamics; Power system security; Uncertainty; Optimal control; automatic learning; dynamic security assessment and control; sequential decision making;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Engineering Society General Meeting, 2006. IEEE
  • Conference_Location
    Montreal, Que.
  • Print_ISBN
    1-4244-0493-2
  • Type

    conf

  • DOI
    10.1109/PES.2006.1708874
  • Filename
    1708874