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Pregled bibliografske jedinice broj: 1185628

Fuzzy Logic-Based Load Frequency Control in an Island Hybrid Power System Model Using Artificial Bee Colony Optimization

Neelamsetti, K. Kumar; Rahul, Sanmugam, Gopi; Ramya, Kuppusamy; Nikolovski, Srete; Yuvaraja, Teekaraman; Indragandhi, Vairavasundaram; Siripireddy, Venkateswarulu;
Fuzzy Logic-Based Load Frequency Control in an Island Hybrid Power System Model Using Artificial Bee Colony Optimization // Energies, 15 (2022), 6; 2-20 doi:https://.org/10.3390/en15062199 (međunarodna recenzija, članak, znanstveni)

CROSBI ID: 1185628 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Fuzzy Logic-Based Load Frequency Control in an Island Hybrid Power System Model Using Artificial Bee Colony Optimization

Autori
Neelamsetti, K. Kumar ; Rahul, Sanmugam, Gopi ; Ramya, Kuppusamy ; Nikolovski, Srete ; Yuvaraja, Teekaraman ; Indragandhi, Vairavasundaram ; Siripireddy, Venkateswarulu ;

Izvornik
Energies (1996-1073) 15 (2022), 6; 2-20

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
artificial bee colony algorithm ; diesel generator ; fuzzy logic control ; isolated power system ; load frequency control

Sažetak
This study presents the implementation of Artificial Bee Colony (ABC) optimization in an island hybrid power system model using fuzzy logic-based load frequency control. The Island Hybrid Power System considered in this study consisted of various generation units and an energy storage system. The optimized control parameters of PID using ABC were used in an intelligent fuzzy logic controller. The profiles (power & Frequency) of isolated hybrid power system were improved using a Super Conducting Magnetic Energy Storage (SMES) System. Individual controllers were used for wind turbine and diesel generators to control the power output for balancing the demand (frequency change control). Comparative analysis of power and frequency with the help of various classical and intelligent control configurations is presented. The outcome of the study shows that a minimum deviation in frequency and power is obtained through the proposed Intelligent Fuzzy Control approach for the considered isolated power system model.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA

Profili:

Avatar Url Srete Nikolovski (autor)

Poveznice na cjeloviti tekst rada:

doi www.mdpi.com

Citiraj ovu publikaciju:

Neelamsetti, K. Kumar; Rahul, Sanmugam, Gopi; Ramya, Kuppusamy; Nikolovski, Srete; Yuvaraja, Teekaraman; Indragandhi, Vairavasundaram; Siripireddy, Venkateswarulu;
Fuzzy Logic-Based Load Frequency Control in an Island Hybrid Power System Model Using Artificial Bee Colony Optimization // Energies, 15 (2022), 6; 2-20 doi:https://.org/10.3390/en15062199 (međunarodna recenzija, članak, znanstveni)
Neelamsetti, K., Rahul, Sanmugam, Gopi, Ramya, K., Nikolovski, S., Yuvaraja, T., Indragandhi, V., Siripireddy, V. & (2022) Fuzzy Logic-Based Load Frequency Control in an Island Hybrid Power System Model Using Artificial Bee Colony Optimization. Energies, 15 (6), 2-20 doi:https://.org/10.3390/en15062199.
@article{article, author = {Neelamsetti, K. Kumar and Ramya, Kuppusamy and Nikolovski, Srete and Yuvaraja, Teekaraman and Indragandhi, Vairavasundaram and Siripireddy, Venkateswarulu}, year = {2022}, pages = {2-20}, DOI = {https://doi.org/10.3390/en15062199}, keywords = {artificial bee colony algorithm, diesel generator, fuzzy logic control, isolated power system, load frequency control}, journal = {Energies}, doi = {https://doi.org/10.3390/en15062199}, volume = {15}, number = {6}, issn = {1996-1073}, title = {Fuzzy Logic-Based Load Frequency Control in an Island Hybrid Power System Model Using Artificial Bee Colony Optimization}, keyword = {artificial bee colony algorithm, diesel generator, fuzzy logic control, isolated power system, load frequency control} }
@article{article, author = {Neelamsetti, K. Kumar and Ramya, Kuppusamy and Nikolovski, Srete and Yuvaraja, Teekaraman and Indragandhi, Vairavasundaram and Siripireddy, Venkateswarulu}, year = {2022}, pages = {2-20}, DOI = {https://doi.org/10.3390/en15062199}, keywords = {artificial bee colony algorithm, diesel generator, fuzzy logic control, isolated power system, load frequency control}, journal = {Energies}, doi = {https://doi.org/10.3390/en15062199}, volume = {15}, number = {6}, issn = {1996-1073}, title = {Fuzzy Logic-Based Load Frequency Control in an Island Hybrid Power System Model Using Artificial Bee Colony Optimization}, keyword = {artificial bee colony algorithm, diesel generator, fuzzy logic control, isolated power system, load frequency control} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus

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