2021
DOI: 10.3390/en14072027
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Novel Intelligent Control Technology for Enhanced Stability Performance of an Ocean Wave Energy Conversion System

Abstract: In this article, a novelty control structure of grid-connected doubly-fed induction generator (DFIG) based on a function link (FL)-based Wilcoxon radial basis function network (FLWRBFN) controller is proposed. The back-propagation (BP) method is used online to train the node connecting weights of the FLWRBFN. To improve the online learning capability of FLWBFN, differential evolution with particle swarm optimization (DEPSO) is used to tune the learning rates of FLWRBFN. For high randomness of wave energy gener… Show more

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Cited by 3 publications
(3 citation statements)
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“…A novel control structure for stability enhancement of a DFIG based ocean energy conversion system is proposed in [72] . The structure of the control lies in the basis of a Function Link-based Wilcoxon radial basis function network (FLWRBFN).…”
Section: A Review Of Various Swarm-based Motmentioning
confidence: 99%
“…A novel control structure for stability enhancement of a DFIG based ocean energy conversion system is proposed in [72] . The structure of the control lies in the basis of a Function Link-based Wilcoxon radial basis function network (FLWRBFN).…”
Section: A Review Of Various Swarm-based Motmentioning
confidence: 99%
“…Current array buoy‐type wave energy converter research focuses mostly on array layout [6–8], hydrodynamic properties [9–11] and wave energy capture characteristics [12–14]. There is a dearth of study and analysis on the graded power production mode of the single buoy and multiple power generation branches.…”
Section: Introductionmentioning
confidence: 99%
“…Current array buoy-type wave energy converter research focuses mostly on array layout [6][7][8], hydrodynamic properties [9][10][11] and a Correspondence to: Jinpao Zheng. E-mail: z_jinpao329@163.com *Guangxi Key Laboratory of Power System Optimization and Energy Technology, Guangxi University, 530004, Nanning, China **School of Electrical Engineering, Guangxi University, 530004, Nanning, China wave energy capture characteristics [12][13][14]. There is a dearth of study and analysis on the graded power production mode of the single buoy and multiple power generation branches.…”
Section: Introductionmentioning
confidence: 99%