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181 0 _ai
182 0 _ab
200 1 _aOptimal parameters selection of particle swarm optimization based global maximum power point tracking of partially shaded PV
_fS. G. Obukhov, I. M. Ibrahim Ahmed, S. S. A. Aboelsaud Raef
203 _aText
_celectronic
300 _aTitle screen
320 _a[References: 17 tit.]
330 _aThis paper presents optimal parameters selection of particle swarm optimization (PSO) algorithm for determining the global maximum power point tracking of photovoltaic array under partially shaded conditions. Under partial shading, the power-voltage characteristics have a more complex shape with several local peaks and one global peak. The two proposed controllers include dynamic Particle Swarm Optimization, and constant particle swarm optimization. The developed algorithms are implemented in MATLAB/Simulink platform, and their performances are evaluated. The results indicate that the dynamic particle swarm optimization algorithm can very fast track the GMPP within 128 ms for different shading conditions. In addition, the average tracking efficiency of the proposed algorithm is higher than 99.89%, which provides good prospects to apply this algorithm in the control search unit for the global maximum power point in stations.
461 0 _0(RuTPU)RU\TPU\network\3526
_tJournal of Physics: Conference Series
463 _tVol. 1399 : Applied Physics, Information Technologies and Engineering – APITECH-2019
_oInternational Scientific Conference, 25–27 September 2019, Krasnoyarsk, Russian Federation
_o[proceedings]
_v[022032, 7 р.]
_d2019
610 1 _aэлектронный ресурс
610 1 _aтруды учёных ТПУ
610 1 _aоптимальные параметры
700 1 _aObukhov
_bS. G.
_cspecialist in the field of electric power engineering
_cAssociate Professor of Tomsk Polytechnic University, Candidate of technical sciences
_f1963-
_gSergey Gennadievich
_2stltpush
_3(RuTPU)RU\TPU\pers\37391
701 1 _aIbrahim Ahmed
_bI. M.
_cspecialist in the field of electric power engineering
_cResearch Engineer, Tomsk Polytechnic University
_f1987-
_gIbrahim Mohamed
_2stltpush
_3(RuTPU)RU\TPU\pers\44741
701 1 _aAboelsaud Raef
_bS. S. A.
_cspecialist in the field of electric power engineering
_cResearch Engineer, Tomsk Polytechnic University
_f1987-
_gSiam Sayed Ahmed
_2stltpush
_3(RuTPU)RU\TPU\pers\45079
712 0 2 _aНациональный исследовательский Томский политехнический университет
_bИнженерная школа энергетики
_bОтделение электроэнергетики и электротехники (ОЭЭ)
_h8022
_2stltpush
_3(RuTPU)RU\TPU\col\23505
801 2 _aRU
_b63413507
_c20200128
_gRCR
856 4 _uhttp://earchive.tpu.ru/handle/11683/57639
856 4 _uhttps://doi.org/10.1088/1742-6596/1399/2/022032
942 _cCF