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master's thesis
Određivanje i detekcija viših harmonika evolucijskim algoritmom
Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2015. urn:nbn:hr:200:097054
Vlahović-Babić, Josip
Josip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
Department of Electromechanical Engineering
Chair of Fundamentals of Electrical Engineering and Measurements

Institutional repository: Faculty of Electrical Engineering, Computer Science and Information Technology Osijek

Cite this document

Vlahović Babić, J. (2015). Određivanje i detekcija viših harmonika evolucijskim algoritmom (Master's thesis). Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek. Retrieved from https://urn.nsk.hr/urn:nbn:hr:200:097054

Vlahović Babić, Josip. "Određivanje i detekcija viših harmonika evolucijskim algoritmom." Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2015. https://urn.nsk.hr/urn:nbn:hr:200:097054

Vlahović Babić, Josip. "Određivanje i detekcija viših harmonika evolucijskim algoritmom." Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2015. https://urn.nsk.hr/urn:nbn:hr:200:097054

Vlahović Babić, J. (2015). 'Određivanje i detekcija viših harmonika evolucijskim algoritmom', Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, accessed 29 November 2024, https://urn.nsk.hr/urn:nbn:hr:200:097054

Vlahović Babić J. Određivanje i detekcija viših harmonika evolucijskim algoritmom [Master's thesis]. Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek; 2015 [cited 2024 November 29] Available at: https://urn.nsk.hr/urn:nbn:hr:200:097054

J. Vlahović Babić, "Određivanje i detekcija viših harmonika evolucijskim algoritmom", Master's thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Osijek, 2015. Available at: https://urn.nsk.hr/urn:nbn:hr:200:097054

Metadata
TitleOdređivanje i detekcija viših harmonika evolucijskim algoritmom
Title (english)Detection and determination of harmonics by using evolutionary algorithms
AuthorJosip Vlahović-Babić
MentorMarinko Barukčić (mentor)
Committee memberMarinko Barukčić (predsjednik povjerenstva)
Committee memberGoran Knežević (član povjerenstva)
Committee memberMarko Vukobratović (član povjerenstva)
GranterJosip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
(Department of Electromechanical Engineering)
(Chair of Fundamentals of Electrical Engineering and Measurements)
Osijek
Defense date and country2015-09-16, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Electrical Engineering
Power Engineering
Abstract
Kako bi se što bolje uklonile ili ublažile posljedice viših harmonika u sinosuidalnom valnom obliku napona, na električnu opremu i uređaje potrebna je pravilna detekcija i određivanje viših harmonika. Jedan način, na kojem se ovaj rad zasniva, je korištenje genetskog algoritma. Kroz simulacije u programskom paketu Matlab, dobivaju se zadovoljavajući rezultati. Simulirani su utjecaji promjenjive ili konstantne istosmjerne komponente, opisiva ili skokovita promjena amplituda harmonika, utjecaj međuharmonika te šuma u signalu. Rastavljanje ukupnog problema na dva manja problema te pokretanje dva genetska algoritma, po jedan za svaki problem, se pokazalo puno uspješnije nego rješavanje cijelog problema jednim genetskim algoritmom. Najbolji rezultati za ovakav problem pokazali su parametri: turnirska selekcija, adaptivno izvediva mutacija te raspršeno križanje. Harmonijska analiza genetskim algoritmom se isplati koristiti kada se radi o kompliciranim signalima jer je genetski algoritam moguće prilagoditi raznim problemima.
Abstract (english)
In order to eliminate or mitigate the consequences of higher harmonics on the electrical equipment and appliances it is important to conduct proper detection and determination of the higher harmonics in the sinusoidal wave form. This work is based on one particular way of doing this, using genetic algorithm. Satisfactory results where obtained through simulation in Matlab software package. The effects of a variable or a constant DC component, mathematically describable or step changes of the amplitude of harmonics, inter-harmonics and the impact of noise in the signal where simulated. Dismantling oft he overall problem into two smaller problems, and running two genetic algorithms, one for each problem, turned out a lot more successful than solving the whole problem with one genetic algorithm. The best results for this kind of problems where obtained using the following parameters: tournament selection, adaptive feasible mutation and scattered crossover. It is worthwhile using genetic algorithm when dealing with complicated signals because the genetic algorithm can be adopted to suit various problems.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:200:097054
Study programmeTitle: Graduate University Study Programme in Electrical Engineering; branch: Communications and Informatics, Power Engineering
Course: Power Engineering
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka elektrotehnike (magistar/magistra inženjer/inženjerka elektrotehnike)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2016-06-30 09:55:06