Incorporating fuzzy weather-related outages in transmission system reliability assessment

Fuzzy models for weather-related outages of overhead lines and a combined probabilistic and fuzzy technique for transmission system reliability assessment are presented. The region-divided weather states are modelled using a probability approach. This approach and the fuzzy models of weather-related outages are combined and incorporated into a Monte Carlo simulation procedure of transmission system reliability assessment to evaluate membership functions and mean values of reliability indices. The reliability test system is used to demonstrate an application of the proposed models and method. The membership functions of reliability indices provide a wider insight into the fuzziness of weather effects, which cannot be modelled by traditional probability concepts.

[1]  Roy Billinton,et al.  Bibliography on power system probabilistic analysis (1962-88) , 1990 .

[2]  Roy Billinton,et al.  A novel method for incorporating weather effects in composite system adequacy evaluation , 1991 .

[3]  N. Singpurwalla,et al.  Methods for Statistical Analysis of Reliability and Life Data. , 1975 .

[4]  M. R. Bhuiyan,et al.  Inclusion of weather effects in composite system reliability evaluation using sequential simulation , 1994 .

[5]  Ronald N. Allan,et al.  Bibliography on the Application of Probability Methods in Power System Reliability Evaluation 1996-1999 , 1984 .

[6]  Kai-Yuan Cai,et al.  Introduction to Fuzzy Reliability , 1996 .

[7]  Math Bollen Effects of adverse weather and aging on power system reliability , 2000, 2000 IEEE Industrial and Commercial Power Systems Technical Conference. Conference Record (Cat. No.00CH37053).

[8]  Wenyuan Li,et al.  Risk Assessment Of Power Systems: Models, Methods, and Applications , 2004 .

[9]  C.W. Williams Weather Normalization of Power System Reliability Indices , 2007, 2007 IEEE Power Engineering Society General Meeting.

[10]  Anil Pahwa,et al.  Modeling Weather-Related Failures of Overhead Distribution Lines , 2006, IEEE Transactions on Power Systems.

[11]  R. Billinton,et al.  Application of adverse and extreme adverse weather: modelling in transmission and distribution system reliability evaluation , 2006 .

[12]  R. Billinton,et al.  A Reliability Test System for Educational Purposes-Basic Data , 1989, IEEE Power Engineering Review.

[13]  Wenyuan Li,et al.  Reliability Assessment of Electric Power Systems Using Monte Carlo Methods , 1994 .