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- Title
Adaptive Fuzzy-Neural Fractional-Order Current Control of Active Power Filter with Finite-Time Sliding Controller.
- Authors
Fang, Yunmei; Fei, Juntao; Cao, Di
- Abstract
In this research, an adaptive fuzzy-neural fractional-order current controller using a terminal sliding controller is developed to track ideal current of an active power filter (APF) with limited time control performance. First, an adaptive fractional-order finite-time controller using terminal sliding strategy is put forward to realize high precision and finite-time control properties with guaranteed stable sliding surface. Then a fuzzy-neural estimator is proposed to estimate the unknown APF system nonlinearities. Numerical analysis is provided to prove the validity of the proposed adaptive fuzzy-neural fractional-order terminal sliding controller to track the ideal current and suppress the harmonic distortion.
- Subjects
FUZZY neural networks; FRACTIONAL differential equations; PROGRAMMABLE controllers; ELECTRIC current regulators; SLIDING mode control; ELECTRIC power filters; NONLINEAR control theory
- Publication
International Journal of Fuzzy Systems, 2019, Vol 21, Issue 5, p1533
- ISSN
1562-2479
- Publication type
Article
- DOI
10.1007/s40815-019-00648-4