基于果蠅-BP的風水協(xié)同發(fā)電控制
發(fā)布時間:2019-02-17 20:44
【摘要】:風電與水電在資源的季節(jié)分布上具有很強的互補性,利用水電良好的調(diào)峰調(diào)頻特性,可以克服風電供應的間歇性和不穩(wěn)定性,使風電與水電出力之和基本保持在一定范圍之內(nèi),最終形成一個相對穩(wěn)定的出力。根據(jù)風電、水電協(xié)同發(fā)電的基本原理以及研究現(xiàn)狀,研究了風電、水電協(xié)同運行的控制方法及其局限性;為了提高協(xié)同效果,提出了將果蠅算法和BP神經(jīng)網(wǎng)絡相結(jié)合對風電、水電協(xié)同系統(tǒng)進行控制的方法。
[Abstract]:Wind power and hydropower are highly complementary in the seasonal distribution of resources. The intermittent and unstable supply of wind power can be overcome by using the good peak and frequency modulation characteristics of hydropower, so that the sum of wind power and hydropower output is basically kept within a certain range. Finally, a relatively stable force is formed. According to the basic principle and research status of wind power and hydropower cooperative power generation, the control method and its limitation of wind power and hydropower cooperative operation are studied. In order to improve the synergistic effect, a method of combining Drosophila algorithm and BP neural network to control wind power and hydropower cooperative system is proposed.
【作者單位】: 北京信息科技大學自動化學院電氣工程系;
【基金】:北京市屬高等學校高層次人才引進與培養(yǎng)計劃項目(CIT&TCD201404126)
【分類號】:TM61
本文編號:2425572
[Abstract]:Wind power and hydropower are highly complementary in the seasonal distribution of resources. The intermittent and unstable supply of wind power can be overcome by using the good peak and frequency modulation characteristics of hydropower, so that the sum of wind power and hydropower output is basically kept within a certain range. Finally, a relatively stable force is formed. According to the basic principle and research status of wind power and hydropower cooperative power generation, the control method and its limitation of wind power and hydropower cooperative operation are studied. In order to improve the synergistic effect, a method of combining Drosophila algorithm and BP neural network to control wind power and hydropower cooperative system is proposed.
【作者單位】: 北京信息科技大學自動化學院電氣工程系;
【基金】:北京市屬高等學校高層次人才引進與培養(yǎng)計劃項目(CIT&TCD201404126)
【分類號】:TM61
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