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
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