Title :
A linear contribution factor model of distribution reliability indices and its applications in Monte Carlo simulation and sensitivity analysis
Author :
Li, Fangxing ; Brown, Richard E. ; Freeman, Lavelle A A
Author_Institution :
ABB Inc., Raleigh, NC, USA
Abstract :
This research work presents a linear contribution factor model (LCFM) between a component´s contribution to reliability indices and the failure rate of the component in distribution systems. This linear model can be applied to risk analysis (based on Monte Carlo simulation) and sensitivity analysis. Traditional approaches for both analyses require many repetitions of reliability index assessment (RIA). If this linear model is applied to either risk analysis or sensitivity analysis, only one RIA is needed and the computation is tremendously simplified.
Keywords :
Monte Carlo methods; failure analysis; power distribution reliability; risk management; sensitivity analysis; Monte Carlo simulation; distribution reliability indices; failure rate; linear contribution factor model; reliability index assessment; reliability indices; risk analysis; sensitivity analysis; Protection; Reliability; Risk analysis; Sensitivity analysis; Switches;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2003.814906