A hybrid cuckoo search and krill herd technique for solving problem of optimal power flow in power systems
Joint Authors
Khulayfi, Abu Bakr
Bentouati, Bashir
Ghayth, Saliha
Suhaymi, Rajab A.
Source
Issue
Vol. 15, Issue 3 (30 Sep. 2019), pp.375-391, 17 p.
Publisher
Publication Date
2019-09-30
Country of Publication
Algeria
No. of Pages
17
Main Subjects
Abstract EN
In order to remedy the poor exploitation of the krill herd algorithm (KHA), a breed cuckoo search and KHA (CS-KHA) technique have been developed for the optimal power flow (OPF) problem.
The proposed CS-KHA presents krill updating (KU) and krill abandoning (KA) operator derived from cuckoo search (CS) amid the procedure when the krill updating in order to extraordinarily improve its adequacy and dependability managing OPF problem.
OPF is formulated as a nonlinear optimization problem with conflicting objectives and subjected to both equality and inequality constraints.
This paper looks at CSKHA for solving non-convex and non-smooth OPF problem.
The viability of these enhancements is tested on standard two standard test systems called IEEE 57-bus and IEEE 118-bus with five case studies.
Experimental results appear, in all cases, this proposed hybrid meta-heuristic CSKHA is more and effective than the original CS, KHA, as well as other methods in the literature.
American Psychological Association (APA)
Khulayfi, Abu Bakr& Bentouati, Bashir& Ghayth, Saliha& Suhaymi, Rajab A.. 2019. A hybrid cuckoo search and krill herd technique for solving problem of optimal power flow in power systems. Journal of Electrical Systems،Vol. 15, no. 3, pp.375-391.
https://search.emarefa.net/detail/BIM-892719
Modern Language Association (MLA)
Khulayfi, Abu Bakr…[et al.]. A hybrid cuckoo search and krill herd technique for solving problem of optimal power flow in power systems. Journal of Electrical Systems Vol. 15, no. 3 (2019), pp.375-391.
https://search.emarefa.net/detail/BIM-892719
American Medical Association (AMA)
Khulayfi, Abu Bakr& Bentouati, Bashir& Ghayth, Saliha& Suhaymi, Rajab A.. A hybrid cuckoo search and krill herd technique for solving problem of optimal power flow in power systems. Journal of Electrical Systems. 2019. Vol. 15, no. 3, pp.375-391.
https://search.emarefa.net/detail/BIM-892719
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 389-391
Record ID
BIM-892719