期刊
FRACTAL AND FRACTIONAL
卷 6, 期 9, 页码 -出版社
MDPI
DOI: 10.3390/fractalfract6090478
关键词
PID control; fractional order; automatic tuning; performance analysis; robustness
资金
- Spanish CICYT program [PID2019105434RB-C33]
- University of Costa Rica [731-B9-265]
This paper discusses the design of a control system based on fractional order models and controllers. The fractional order models can represent various dynamic behaviors, and the optimization and fitting functions are used to tune the controller parameters, achieving a balance between robustness and performance.
This paper deals with the design of a control system based on fractional order models and fractional order proportional-integral-derivative (FOPID) controllers and fractional-order proportional-integral (FOPI) controllers. The controller design takes into account the trade-off between robustness and performance as well as the trade-off between the load disturbance rejection and set-point tracking tasks. The fractional order process model is able to represent an extensive range of dynamics, including over-damped and oscillatory behaviors and this simplifies the process modelling. The tuning of the FOPID and FOPI controllers is achieved by using an optimization, as a first step, and in a second step, several fitting functions were used to capture the behavior of the optimal parameters of the controllers. In this way, a new set of tuning rules called FOMCoRoT (Fractional Order Model and Controllers Robust Tuning) is obtained for both FOPID and FOPI controllers. Simulation examples show the effectiveness of the proposed control strategy based on fractional calculus.
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