Fractional Order PID Controller Design for an AVR System Using Chaotic Yellow Saddle Goatfish Algorithm; Mathematics; Vol. 8, iss. 7

Fractional Order PID Controller Design for an AVR System Using Chaotic Yellow Saddle Goatfish Algorithm; Mathematics; Vol. 8, iss. 7

מידע ביבליוגרפי
Parent link:Mathematics
Vol. 8, iss. 7.— 2020.— [1182, 21 p.]
מחבר ראשי: Micev M.
מחבר תאגידי: Национальный исследовательский Томский политехнический университет Инженерная школа информационных технологий и робототехники Отделение информационных технологий
מחברים אחרים: Calasan M., Oliva Navarro D. A. Diego Alberto
סיכום:Title screen
This paper presents a novel method for optimal tunning of a Fractional Order Proportional-Integral-Derivative (FOPID) controller for an Automatic Voltage Regulator (AVR) system. The presented method is based on the Yellow Saddle Goatfish Algorithm (YSGA), which is improved with Chaotic Logistic Maps. Additionally, a novel objective function for the optimization of the FOPID parameters is proposed. The performance of the obtained FOPID controller is verified by comparison with various FOPID controllers tuned by other metaheuristic algorithms. A comparative analysis is performed in terms of step response, frequency response, root locus, robustness test, and disturbance rejection ability. Results of the simulations undoubtedly show that the FOPID controller tuned with the proposed Chaotic Yellow Saddle Goatfish Algorithm (C-YSGA) outperforms FOPID controllers tuned by other algorithms, in all of the previously mentioned performance tests.
שפה:אנגלית
יצא לאור: 2020
נושאים:
электронный ресурс
труды учёных ТПУ
automatic voltage regulation system
chaotic optimization
fractional order proportional-integral-derivative controller
yellow saddle goatfish algorithm
система автоматического регулирования
оптимизация
גישה מקוונת:https://doi.org/10.3390/math8071182
פורמט: אלקטרוני Book Chapter
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=663561

פריטים דומים

פריטים דומים