Title :
Voltage regulation and power losses minimization in automated distribution networks by an evolutionary multiobjective approach
Author :
Augugliaro, Antonino ; Dusonchet, Luigi ; Favuzza, Salvatore ; Sanseverino, Eleonora Riva
Author_Institution :
Dept. of Electr. Eng., Univ. of Palermo, Italy
Abstract :
In this paper, the problem of voltage regulation and power losses minimization for automated distribution systems is dealt with. The classical formulation of the problem of optimal control of shunt capacitor banks and Under Load Tap Changers located at HV/MV substations has been coupled with the optimal control of tie-switches and capacitor banks on the feeders of a large radially operated meshed distribution system with the aim of attaining minimum power losses and the flattening of the voltage profile. The considered formulation requires the optimization of two different objectives; therefore the use of adequate multiobjective heuristic optimization methods is needed. The heuristic strategy used for the optimization is based on fuzzy sets theory. After a brief description of the general problem of optimal control of voltage and power losses in automated distribution networks, the most recent papers on the topic are reported and commented. Then the problem formulation and the solution algorithm are described in detail. Finally, numerical results on a large distribution system demonstrate that the proposed formulation and approach are effective and feasible for finding an optimal generalized dispatching schedule.
Keywords :
evolutionary computation; fuzzy set theory; minimisation; optimal control; power distribution control; power engineering computing; substations; voltage control; automated distribution networks; evolutionary multiobjective approach; fuzzy set theory; large distribution systems; load tap changers; meshed distribution systems; multiobjective heuristic optimization methods; optimal control; optimal generalized dispatching schedule; power distribution; power losses minimization; shunt capacitor banks; voltage control; voltage regulation; Capacitors; Control systems; Couplings; Intelligent networks; Network topology; Optimal control; Optimization methods; Reactive power; Substations; Voltage control; Optimal control; optimization methods; power distribution; voltage control;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2004.825916