Title :
Mutual information based Bayesian analysis of power system reliability
Author :
Khuntia, Swasti R. ; Rueda, Jose L. ; van der Meijden, Mart A.M.M.
Author_Institution :
Intelligent Electrical Power Grids Research Group of Electrical Sustainable Energy Department at Delft University of Technology (TU Delft), 2600GA, The Netherlands
fDate :
June 29 2015-July 2 2015
Abstract :
This paper aims at assessing the power system reliability by estimating loss of load (LOL) index using mutual information based Bayesian approach. Reliability analysis is a key component in the design, analysis and tuning of complex structure like electrical power system. Consideration is given to rare events while constructing the Bayesian network, which provides reliable estimates of probability distribution function of LOL with lesser computing effort. Also, the ranking of load components due to loss of load is evaluated. The RBTS and IEEE RTS-24 systems are used as test cases.
Keywords :
Bayes methods; Europe; Generators; Monte Carlo methods; Reliability; Silicon; Bayesian analysis; Power system reliability; mutual information; reliability assessment;
Conference_Titel :
PowerTech, 2015 IEEE Eindhoven
Conference_Location :
Eindhoven, Netherlands
DOI :
10.1109/PTC.2015.7232592
