TY - JOUR
T1 - Adaptive Type-2 Fuzzy PID LFC for an Interconnected Power System Considering Input Time-Delay
AU - Sabahi, Kamel
AU - Hajizadeh, Amin
AU - Tavan, Mehdi
AU - Feliachi, Ali
PY - 2021/5/10
Y1 - 2021/5/10
N2 - This paper addresses the designing of an adaptive type-2 fuzzy PID (T2FPID) controller for load frequency control (LFC) of an interconnected nonlinear power system considering input time-delays. The input delay, which can commonly be raised by failure in the communication links and actuator operating lag may lead to control system instability. In the proposed adaptive T2FPID controller, output scaling factors have been chosen judiciously (according to a stable tuning algorithm) and thus improves the stability and performance of the controlled system. To perform this, the stability of the proposed method has been examined using the Lyapunov–Krasovskii (L-K) theorem, and the adaptation laws of the output scaling factors are derived. The proposed adaptation laws for the output scaling factors are simple and need a little knowledge about the structure of the power system. To demonstrate the efficiency of the proposed adaptive T2FPID controller, a comparison to the non-adaptive T2FPID and type-1 FPID (T1FPID) controllers is given for a two-area interconnected nonlinear power system with input time-delays. The obtained simulation results prove that the performance of the proposed T2FPID controller is superior compared to the other controllers in the presence of time-varying input delays, nonlinearities, and uncertainties.
AB - This paper addresses the designing of an adaptive type-2 fuzzy PID (T2FPID) controller for load frequency control (LFC) of an interconnected nonlinear power system considering input time-delays. The input delay, which can commonly be raised by failure in the communication links and actuator operating lag may lead to control system instability. In the proposed adaptive T2FPID controller, output scaling factors have been chosen judiciously (according to a stable tuning algorithm) and thus improves the stability and performance of the controlled system. To perform this, the stability of the proposed method has been examined using the Lyapunov–Krasovskii (L-K) theorem, and the adaptation laws of the output scaling factors are derived. The proposed adaptation laws for the output scaling factors are simple and need a little knowledge about the structure of the power system. To demonstrate the efficiency of the proposed adaptive T2FPID controller, a comparison to the non-adaptive T2FPID and type-1 FPID (T1FPID) controllers is given for a two-area interconnected nonlinear power system with input time-delays. The obtained simulation results prove that the performance of the proposed T2FPID controller is superior compared to the other controllers in the presence of time-varying input delays, nonlinearities, and uncertainties.
KW - Input time-delay
KW - Load frequency control
KW - Power system
KW - Type-2 fuzzy logic system
UR - http://www.scopus.com/inward/record.url?scp=85105564720&partnerID=8YFLogxK
U2 - 10.1007/s40815-020-01017-2
DO - 10.1007/s40815-020-01017-2
M3 - Journal article
SN - 1562-2479
VL - 23
SP - 1042
EP - 1054
JO - International Journal of Fuzzy Systems
JF - International Journal of Fuzzy Systems
IS - 4
M1 - 4
ER -