DocumentCode
1998113
Title
Genetic algorithm and GIS enhanced long term planning of large link structured distribution systems
Author
Skok, M. ; Skrlec, D. ; Krajcar, S.
Author_Institution
Dept. of Power Syst., Zagreb Univ., Croatia
fYear
2002
fDate
2002
Firstpage
55
Lastpage
60
Abstract
In order to enhance the serviceability in the distribution system genetic algorithm and GIS based method is proposed in this article for planning the link distribution networks. All practical issues such as cost parameters (investments, line losses, maintenance), and technical constraints (voltage drop, thermal limit, reliability) as well as physical routing constraints (obstacles, high cost passages, existing line sections) are taken into consideration. Fuzzy set concept and scenario representation (tree of futures) to model uncertainties, as well as decision making guided by a paradigm of multi-criteria risk analysis are discussed. The merits of the approach are discussed by analyzing its application to a study case based on a real case in a Croatian utility.
Keywords
fuzzy set theory; genetic algorithms; geographic information systems; losses; maintenance engineering; power distribution planning; risk management; Croatian utility; GIS; cost parameters; distribution system planning; existing line sections; fuzzy set concept; genetic algorithm; geographical information system; high cost passages; investments; large link structured distribution systems; line losses; link distribution networks; long term planning; maintenance; multi-criteria risk analysis; physical routing constraints; reliability; technical constraints; thermal limit; uncertainties modeling; voltage drop; Costs; Decision making; Fuzzy sets; Genetic algorithms; Geographic Information Systems; Investments; Maintenance; Routing; Uncertainty; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Engineering 2002 Large Engineering Systems Conference on, LESCOPE 02
Print_ISBN
0-7803-7520-3
Type
conf
DOI
10.1109/LESCPE.2002.1020667
Filename
1020667
Link To Document