DocumentCode
2020327
Title
NSGA-based multiobjective optimisation for modular strategical planning of electric distribution systems
Author
Ippolito, M.G. ; Morana, G. ; Sanseverino, E. Riva ; Vuinovich, F.
Author_Institution
Dept. of Electr. Eng., Palermo Univ., Italy
Volume
5
fYear
2001
fDate
2001
Firstpage
3123
Abstract
Strategic planning requires the optimisation of many objects. The paper aims at the solution of this multiobjective optimisation problem using a nondominated sorting genetic algorithm (NSGA)-based approach. Distribution systems design using modular strategical planning indeed requires the minimisation/maximisation of many objects depending on mixed-integer variables. In the paper the concept of modularity has been used in the formulation of the strategical planning of electrical distribution systems. In this way, innovative and more rational design solutions have been identified. Each module represents the topology and behaviour of each part of the distribution system. The entire system has been represented by the combination of one or more modules. Each combination is characterised by a set of functions expressing the installation cost per year and per squared km, the operational cost, the maximum unavailability, the voltage dips and short interruptions and the voltage unbalances due to single-phase loads feed. In this way, the set of parameter values analytically describing the entire system can be identified, these being the set of optimisation variables
Keywords
genetic algorithms; power distribution planning; probability; strategic planning; electric distribution systems; installation cost; maximum unavailability; mixed-integer variables; modular strategical planning; multiobjective optimisation; nondominated sorting genetic algorithm-based approach; operational cost; short interruptions; single-phase loads feed; voltage dips; voltage unbalances; Cost function; Design engineering; Design optimization; Feeds; Genetic algorithms; Power system modeling; Sorting; Strategic planning; Topology; Voltage fluctuations;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location
Tucson, AZ
ISSN
1062-922X
Print_ISBN
0-7803-7087-2
Type
conf
DOI
10.1109/ICSMC.2001.971998
Filename
971998
Link To Document