TY - JOUR
T1 - Design and performance evaluation of fuzzy variable fractional-order [PI]λ Dμ controller for a class of first-order delay-time systems
AU - Kanagaraj, N.
N1 - Publisher Copyright:
© 2019 National Institute for R and D in Informatics.
PY - 2019
Y1 - 2019
N2 - This paper presents the design of a fuzzy variable fractional-order PID (FVF[PI]λ Dμ) controller and its level of performance. The fist-order plus delay-time (FOPDT) pressure control fractional-order plant model is identifid using an experimental dataset and designed for study the control scheme. The conventional integer-order PID (IOPID) controllers' performance is not satisfactory for the systems with nonlinear characteristics, plant uncertainties, and external load disturbances. Thus, a modifid control structure is proposed in which the exponent terms λ and μ of the controller are changed lively using an intelligent fuzzy logic controller (FLC). To investigate the usefulness of the proposed control method, simulation studies are carried out using MATLAB software. Further on, the proposed controller performance for the identifid fractional-order plant is compared with that of the IOPID and classical fractional-order PID (FOPIλ Dμ) controllers. The controllers' performance is demonstrated during the parameter change and under external load disturbance conditions. The results confim that the FVF[PI]λ Dμ controller is capable to achieve an improved performance and robustness for the identifid FOPDT pressure control systems.
AB - This paper presents the design of a fuzzy variable fractional-order PID (FVF[PI]λ Dμ) controller and its level of performance. The fist-order plus delay-time (FOPDT) pressure control fractional-order plant model is identifid using an experimental dataset and designed for study the control scheme. The conventional integer-order PID (IOPID) controllers' performance is not satisfactory for the systems with nonlinear characteristics, plant uncertainties, and external load disturbances. Thus, a modifid control structure is proposed in which the exponent terms λ and μ of the controller are changed lively using an intelligent fuzzy logic controller (FLC). To investigate the usefulness of the proposed control method, simulation studies are carried out using MATLAB software. Further on, the proposed controller performance for the identifid fractional-order plant is compared with that of the IOPID and classical fractional-order PID (FOPIλ Dμ) controllers. The controllers' performance is demonstrated during the parameter change and under external load disturbance conditions. The results confim that the FVF[PI]λ Dμ controller is capable to achieve an improved performance and robustness for the identifid FOPDT pressure control systems.
KW - First-order delay-time system
KW - Fractional-order controller
KW - Fuzzy logic controller
KW - PID controller
KW - Pressure control
UR - http://www.scopus.com/inward/record.url?scp=85078360464&partnerID=8YFLogxK
U2 - 10.24846/v28i4y201908
DO - 10.24846/v28i4y201908
M3 - Article
AN - SCOPUS:85078360464
SN - 1220-1766
VL - 28
SP - 443
EP - 452
JO - Studies in Informatics and Control
JF - Studies in Informatics and Control
IS - 4
ER -