E-ISSN 1658-7073 | ISSN 1658-6638
 

Original Research 


Hybrid Optimization Techniques for Enhancing Optimal Flow of Power Systems

Salem Alkhalaf.

Abstract
Hybrid optimization techniques have been extensively utilized for solving optimal power flow problems in distribution systems integrated with or without renewable energy systems, with load uncertainty. Particle swarm optimization (PSO) is integrated with Gray wolf optimizer (GWO) to create a hybrid algorithm, HPSOGWO. HPSOGWO is implemented to augment the optimal power flow solutions of IEEE-30 bus and IEEE-62 bus systems. Five objective functions are considered to investigate the power quality of the hybrid algorithm. The proposed algorithm strength is justified by a comparative study with each individual algorithm. The suggested algorithms provide different accuracy results in small and large scale distributed systems, which indicates their drawbacks in certain systems. The system is solved using MATLAB.

Key words: Optimal power flow ; Hybrid optimization techniques ; Exploration and exploitation abilities


 
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Pubmed Style

Salem Alkhalaf. Hybrid Optimization Techniques for Enhancing Optimal Flow of Power Systems. JEAS. 2020; 7(1): 16-28.


Web Style

Salem Alkhalaf. Hybrid Optimization Techniques for Enhancing Optimal Flow of Power Systems. http://jecasmu.org//?mno=114091 [Access: June 11, 2020].


AMA (American Medical Association) Style

Salem Alkhalaf. Hybrid Optimization Techniques for Enhancing Optimal Flow of Power Systems. JEAS. 2020; 7(1): 16-28.



Vancouver/ICMJE Style

Salem Alkhalaf. Hybrid Optimization Techniques for Enhancing Optimal Flow of Power Systems. JEAS. (2020), [cited June 11, 2020]; 7(1): 16-28.



Harvard Style

Salem Alkhalaf (2020) Hybrid Optimization Techniques for Enhancing Optimal Flow of Power Systems. JEAS, 7 (1), 16-28.



Turabian Style

Salem Alkhalaf. 2020. Hybrid Optimization Techniques for Enhancing Optimal Flow of Power Systems. Journal of Engineering and Applied Sciences, 7 (1), 16-28.



Chicago Style

Salem Alkhalaf. "Hybrid Optimization Techniques for Enhancing Optimal Flow of Power Systems." Journal of Engineering and Applied Sciences 7 (2020), 16-28.



MLA (The Modern Language Association) Style

Salem Alkhalaf. "Hybrid Optimization Techniques for Enhancing Optimal Flow of Power Systems." Journal of Engineering and Applied Sciences 7.1 (2020), 16-28. Print.



APA (American Psychological Association) Style

Salem Alkhalaf (2020) Hybrid Optimization Techniques for Enhancing Optimal Flow of Power Systems. Journal of Engineering and Applied Sciences, 7 (1), 16-28.