Title :
Multiobjective Location of Automatic Voltage Regulators in a Radial Distribution Network Using a Micro Genetic Algorithm
Author :
Mendoza, Jorge E. ; Morales, Dario A. ; Lopez, Rodrigo A. ; López, Enrique A. ; Vannier, Jean-Claude ; Coello, Carlos A Coello
Author_Institution :
Dept. of Electr. Eng., Univ. of Concepcion
Abstract :
In rural power systems, the automatic voltage regulators (AVRs) help to reduce energy losses and to improve the energy quality of electric utilities, compensating the voltage drops through distribution lines. In order to help electric companies in the decision-making process, this paper presents a method to define the optimal location of a set of AVRs in electric distribution networks. The optimization process is treated as a multiobjective problem considering the total power losses and the voltage drops in the system as the objectives to be optimized. A novel technique called micro genetic algorithm (muGA) is used to solve the multiobjective problem. This technique is capable of finding, in a very efficient way, the Pareto optimal solutions, giving the decision maker a set of possible (trade-off) solutions from which to choose
Keywords :
Pareto optimization; decision making; distribution networks; genetic algorithms; power supply quality; voltage regulators; Pareto optimal solutions; automatic voltage regulators; decision making process; distribution lines; electric utility energy quality; energy loss reduction; microgenetic algorithm; multiobjective problems; radial distribution network; rural power system; voltage drop compensation; Automatic voltage control; Capacitors; Energy loss; Genetic algorithms; Optimization methods; Power system dynamics; Power system reliability; Power systems; Regulators; Voltage control; Evolutionary algorithms; losses; micro genetic algorithms; multiobjective optimization; optimization methods; power distribution; voltage control; voltage regulators;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2006.887963