Design of Computational Experiment for Performance Optimization of a Switched Reluctance Generator in Wind Systems

被引:48
|
作者
dos Santos Neto, Pedro Jose [1 ]
dos Santos Barros, Tarcio Andre [1 ]
de Paula, Marcelo Vinicius [1 ]
de Souza, Ramon Rodrigues [1 ]
Ruppert Filho, Ernesto [1 ]
机构
[1] Univ Estadual Campinas, BR-13083852 Campinas, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
Switched reluctance generators; multiobjective optimization; design of computational experiments; wind energy; direct power controls; DIRECT POWER-CONTROL;
D O I
10.1109/TEC.2017.2755590
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 presents as a new contribution a proposal to optimize the performance of a switched reluctance generator (SRG) in a variable wind energy conversion system. An approach based on the design of computational experiment is applied to determinate the optimal firing angles and the optimal dc link voltage that guarantee the best system behavior for each rotor speed. A third-order response surface model based on space-filling designs is applied to build a multiobjective function considering efficiency improvement and torque ripple reduction. An interior point method is applied to find the minimum of the surface, optimizing the process. Direct power control is used to obtain the maximum power as a function of the rotor speed, employing the optimal parameters. Hysteresis and single-pulse current control are applied for low- and high-speed operation, respectively. Simulation and experimental results have shown that the proposed approach returned a good compromise between SRG high efficiency and low torque ripple. Moreover, the presented technique reduces computational effort and provides a clear massive data simulation framework.
引用
收藏
页码:406 / 419
页数:14
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