DocumentCode :
3253287
Title :
Risk sensitivity of failure rate and maintenance expenditure
Author :
Schreiner, Andrej ; Balzer, Gerd ; Precht, Armin
Author_Institution :
Insitute of Electr. Power & Energy, Tech. Univ. Darmstadt, Darmstadt, Germany
fYear :
2010
fDate :
14-17 June 2010
Firstpage :
137
Lastpage :
142
Abstract :
Analysis of risks is an inseparable part of asset management of power systems. The paper presents the reliable method for risk management of power system carried out for an urban 10 kV network located in Germany. The basis of the method is the operational risk calculation applied in financial and insurance industries. There the popular method for risk calculation is the loss distribution approach (LDA). The LDA is based on estimation of frequency and severity distribution of failure events over one year time horizon. Under LDA, the adequate capital hold against operational risk losses is defined as Value at Risk, which is the quantile of the distribution for the next year annual losses. Especially the proposed approach combines the probability and severity of risk contingencies based on reliability indices of the system assets. The risk indices are finally applied for sensitivity analysis of two particular risk factors, failure rate and maintenance expenditure. In course of asset management the proposed approach and the following sensitivity analysis of risk factors yield to comprehensible recommendations for maintenance activities.
Keywords :
frequency estimation; losses; power markets; power system management; power system reliability; risk analysis; sensitivity analysis; German energy market; LDA; failure rate; financial industries; frequency estimation; insurance industries; loss distribution approach; maintenance expenditure; power system reliability indices; power systems asset management; probability; risk management; risk sensitivity analysis; severity distribution; value at risk; voltage 10 kV; Asset management; Frequency estimation; Linear discriminant analysis; Maintenance; Power system analysis computing; Power system management; Power system reliability; Risk analysis; Risk management; Sensitivity analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Probabilistic Methods Applied to Power Systems (PMAPS), 2010 IEEE 11th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5720-5
Type :
conf
DOI :
10.1109/PMAPS.2010.5528988
Filename :
5528988
Link To Document :
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