Title :
Investment optimization in distribution network based on fuzzy outage parameters
Author :
Canizes, B. ; Soares, J. ; Vale, Z. ; Khodr, H.
Author_Institution :
GECAD, ISEP Polytech., Porto, Portugal
Abstract :
This paper presents a methodology that aims to increase the probability of delivering power to any load point of the electrical distribution system by identifying new investments in distribution components. The methodology is based on statistical failure and repair data of the distribution power system components and it uses fuzzy-probabilistic modelling for system component outage parameters. Fuzzy membership functions of system component outage parameters are obtained by statistical records. A mixed integer nonlinear optimization technique is developed to identify adequate investments in distribution networks components that allow increasing the availability level for any customer in the distribution system at minimum cost for the system operator. To illustrate the application of the proposed methodology, the paper includes a case study that considers a real distribution network.
Keywords :
distribution networks; fuzzy set theory; optimisation; probability; statistical analysis; distribution components; distribution network; electrical distribution power system; fuzzy membership functions; fuzzy outage parameters; fuzzy-probabilistic modelling; investment optimization; mixed integer nonlinear optimization technique; probability; statistical failure; statistical records; system component outage parameters;
Conference_Titel :
Integration of Renewables into the Distribution Grid, CIRED 2012 Workshop
Conference_Location :
Lisbon
Electronic_ISBN :
978-1--84919-628-4
DOI :
10.1049/cp.2012.0848