Optimal placement of capacitor banks in distorted electrical distribution network based on a constrained multi-objective immune algorithm

This paper presents a multi-objective algorithm for optimal placement of capacitor banks in distorted electrical distribution networks. A constrained multi-objective immune algorithm is proposed. The voltage profile constraints are used to define feasible solutions in the optimization process. Inves...

Celý popis

Uložené v:
Podrobná bibliografia
Vydané v:2016 IEEE Congress on Evolutionary Computation (CEC) s. 3933 - 3938
Hlavný autor: do Nascimento Alves, Helton
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 01.07.2016
Predmet:
capacitor placement
Capacitors
constrained multi-objective immune algorithm
distorted distribution networks
Energy loss
Harmonic analysis
Investment
Optimization
Power system harmonics
Switches
voltage profile
On-line prístup:Získať plný text
Tagy: Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
Popis
Shrnutí:This paper presents a multi-objective algorithm for optimal placement of capacitor banks in distorted electrical distribution networks. A constrained multi-objective immune algorithm is proposed. The voltage profile constraints are used to define feasible solutions in the optimization process. Investments costs, power and energy losses costs and harmonic mitigation are considered in the solution. A 104-bus test system is presented and the results are compared to the solution given by a SPEA-II and a NSGA-II approach. The results confirm the efficiency of the proposed method which makes it promising to solve complex problems of planning in distribution feeders.
DOI:10.1109/CEC.2016.7744288