- Tytuł:
- Cuckoo search algorithm for optimal placement and sizing of static var compensator in large-scale power systems
- Autorzy:
-
Nguyen, K. P.
Fujita, G.
Dieu, V. N. - Powiązania:
- https://bibliotekanauki.pl/articles/91782.pdf
- Data publikacji:
- 2016
- Wydawca:
- Społeczna Akademia Nauk w Łodzi. Polskie Towarzystwo Sieci Neuronowych
- Tematy:
-
Cuckoo search algorithm
optimal placement and sizing
shunt VAR compensator
optimal power flow
FACTS - Opis:
- This paper presents an application of Cuckoo search algorithm to determine optimal location and sizing of Static VAR Compensator. Cuckoo search algorithm is a modern heuristic technique basing Cuckoo species’ parasitic strategy. The L´evy flight has been employed to generate random Cuckoo eggs. Moreover, the objective function is a multiobjective problem, which minimizes loss power, voltage deviation and investment cost of Static VAR Compensator while satisfying other operating constraints in power system. Cuckoo search algorithm is evaluated on three case studies and compared with the Teaching-learning-based optimization, Particle Swarm optimization and Improved Harmony search algorithm. The results show that Cuckoo search algorithm is better than other optimization techniques and its performance is also better.
- Źródło:
-
Journal of Artificial Intelligence and Soft Computing Research; 2016, 6, 2; 59-68
2083-2567
2449-6499 - Pojawia się w:
- Journal of Artificial Intelligence and Soft Computing Research
- Dostawca treści:
- Biblioteka Nauki
Artykuł