Self-Tunable Fuzzy Logic Controller for the Optimization of Heaving Wave Energy Converters

被引:0
作者
Jama, Mohammed [1 ]
Assi, Ali
Wahyudie, Addy [1 ]
Noura, Hassan [1 ]
机构
[1] UAE Univ, Dept Elect Engn, Al Ain, U Arab Emirates
来源
INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA) | 2012年
关键词
Wave energy; wave energy converter; fuzzy logic controller; WEC; PSO;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper proposes a new suboptimal reactive control technique for controlling single body heaving wave energy converter (WEC). A self-tunable fuzzy logic controller is implemented to maximize the absorbed energy while respecting the physical limitations of the device. Particle swarm optimization (PSO) algorithm is utilized to carry out an on-line optimization process of the fuzzy membership functions (MFs) embedded in the fuzzy controller. The proposed PSO-FLC out-performed the conventional fuzzy logic controller (C-FLC) in terms of improving reference signal tracking accuracy, widening the device wave absorption bandwidth, and preserving a degree of robustness to model uncertainties.
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页数:6
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