TY - GEN
T1 - Optimization of FOPID controller with hybrid Particle Swarm and Grey Wolf optimization for AVR System
AU - Oladipo, Stephen
AU - Sun, Yanxia
AU - Wang, Zenghui
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/9/25
Y1 - 2020/9/25
N2 - This paper presents the optimization of the fractional order proportional-integral-derivative (FOPID) controller with the hybrid particle swarm and grey wolf optimization (HPSGWO) algorithm in order to control the Automatic Voltage Regulator (AVR) system. To overcome the problem of premature convergence and enhance the efficiency of the proposed HPSGWO algorithm, an improved inertia weight is proposed. The response of the proposed HPSGWO is compared with the PSO and GWO algorithms. An integral-based fitness function namely Integral Time Absolute Error (ITAE) is selected as the fitness function while the rise time, settling time and peak overshoot are considered as the dynamic response analysis.
AB - This paper presents the optimization of the fractional order proportional-integral-derivative (FOPID) controller with the hybrid particle swarm and grey wolf optimization (HPSGWO) algorithm in order to control the Automatic Voltage Regulator (AVR) system. To overcome the problem of premature convergence and enhance the efficiency of the proposed HPSGWO algorithm, an improved inertia weight is proposed. The response of the proposed HPSGWO is compared with the PSO and GWO algorithms. An integral-based fitness function namely Integral Time Absolute Error (ITAE) is selected as the fitness function while the rise time, settling time and peak overshoot are considered as the dynamic response analysis.
KW - Automatic Voltage Regulator (AVR) optimization
KW - Integral Time Absolute Error (ITAE)
KW - Proportional Integral Derivative (PID) controller
UR - http://www.scopus.com/inward/record.url?scp=85096854370&partnerID=8YFLogxK
U2 - 10.1109/CICN49253.2020.9242641
DO - 10.1109/CICN49253.2020.9242641
M3 - Conference contribution
AN - SCOPUS:85096854370
T3 - Proceedings - 2020 12th International Conference on Computational Intelligence and Communication Networks, CICN 2020
SP - 273
EP - 279
BT - Proceedings - 2020 12th International Conference on Computational Intelligence and Communication Networks, CICN 2020
A2 - Tomar, Geetam
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th International Conference on Computational Intelligence and Communication Networks, CICN 2020
Y2 - 25 September 2020 through 26 September 2020
ER -