Title :
Application of evolutionary algorithms for the planning of urban distribution networks of medium voltage
Author :
Díaz-Dorado, Eloy ; Cidrás, José ; Míguez, Edelmiro
Author_Institution :
Departamento de Enxeneria Electrica, Vigo Univ., Spain
fDate :
8/1/2002 12:00:00 AM
Abstract :
Currently, an important issue in power distribution is the need to optimize medium voltage (MV) networks serving urban areas. This paper shows how an evolutionary algorithm can be used as the basis for the type of efficient algorithm such optimization demands. The search for optimal network solution will be restricted to a graph defined from the urban map, so each graph branch represents a trench. The solution space (networks) is assumed with "loop feeder circuits": networks with two electrical paths from the high voltage/medium voltage (HV/MV) substations to the customers. In the optimization process, the investment and loss load costs are considered taking into account the constraints of conductor capacities and voltage drop. The investment costs will take into account that some cables can be lying in the same trench. The process was applied for a Spanish city of 200,000 inhabitants.
Keywords :
costing; evolutionary computation; investment; optimisation; power distribution economics; power distribution planning; substations; MV urban distribution networks planning; Spain; conductor capacities; constraints; evolutionary algorithms; graph branch; investment; loop feeder circuits; loss load costs; optimal network solution search; solution space; substations; voltage drop; Circuits; Constraint optimization; Cost function; Evolutionary computation; Investments; Medium voltage; Power distribution; Substations; Urban areas; Urban planning;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2002.800975