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 :
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