Title :
Dynamic planning of medium voltage open-loop distribution networks under uncertainty
Author :
Skok, M. ; Krajcar, S. ; Skrlec, D.
Author_Institution :
Dept. of Power Syst., Zagreb Univ.
Abstract :
An efficient method to address the multistage planning of open loop structured mv distribution networks under uncertainty, taking into account distributed generation connected to distribution system, has been proposed. The fuzzy model can cope with important features implicit in planning studies such as time-phased representation, consideration of conflicting objectives and uncertainty in loads, distributed generation and economic data. Using two evolutionary algorithms simultaneous optimization of costs and the reliability is achieved. Thus, in addition to optimal radial layout along several stages in time, the algorithm can determine the optimal locations of reserve feeders that achieve the best network reliability with the lowest expansion and operational costs. The model and evolutionary algorithms have been applied intensively to real life power distribution systems showing its potential applicability to significantly larger systems than those frequently found in literature about dynamic distribution networks planning. Results have illustrated the significant influence of the uncertainties in the optimal distribution network planning mainly in terms of topology and supply capacity of the resulting optimal distribution system
Keywords :
evolutionary computation; power distribution economics; power distribution planning; power distribution reliability; dynamic distribution network planning; dynamic multistage planning; economic data; evolutionary algorithm; fuzzy model; load uncertainty; medium voltage distribution network; network reliability; open loop distribution network; operational cost optimization; optimal distribution network planning; optimal power distribution system; optimal radial layout; optimal reserve feeder location; structured distribution network; time-phased representation; Cost function; Distributed control; Evolutionary computation; Medium voltage; Power distribution; Power generation economics; Power system modeling; Power system planning; Power system reliability; Uncertainty;
Conference_Titel :
Intelligent Systems Application to Power Systems, 2005. Proceedings of the 13th International Conference on
Conference_Location :
Arlington, VA
Print_ISBN :
1-59975-174-7
DOI :
10.1109/ISAP.2005.1599323