無(wú)刷直流電機(jī)調(diào)速系統(tǒng)模糊神經(jīng)元PID控制
發(fā)布時(shí)間:2018-03-17 02:29
本文選題:無(wú)刷直流電機(jī) 切入點(diǎn):模糊控制 出處:《現(xiàn)代電子技術(shù)》2017年23期 論文類(lèi)型:期刊論文
【摘要】:針對(duì)傳統(tǒng)PID控制應(yīng)用于無(wú)刷直流電機(jī)調(diào)速系統(tǒng)存在調(diào)節(jié)時(shí)間長(zhǎng)、動(dòng)態(tài)調(diào)節(jié)特性差及抗干擾能力弱等問(wèn)題,提出一種基于模糊神經(jīng)元PID控制的無(wú)刷直流電機(jī)調(diào)速系統(tǒng)設(shè)計(jì)方法。首先采用神經(jīng)元控制、比例控制和模糊控制設(shè)計(jì)了一種可在線調(diào)整參數(shù)的模糊神經(jīng)元PID控制器,然后再用其設(shè)計(jì)無(wú)刷直流電機(jī)調(diào)速系統(tǒng)的轉(zhuǎn)速調(diào)節(jié)器。仿真結(jié)果表明,基于模糊神經(jīng)元PID控制的無(wú)刷直流電機(jī)調(diào)速系統(tǒng)具有響應(yīng)速度快、動(dòng)態(tài)和靜態(tài)調(diào)節(jié)性能好、自適應(yīng)能力和抗干擾能力強(qiáng)等優(yōu)點(diǎn)。
[Abstract]:In view of the problems of long regulating time, poor dynamic regulation characteristic and weak anti-interference ability of traditional PID control applied in brushless DC motor speed regulating system, etc. This paper presents a design method of brushless DC motor speed control system based on fuzzy neuron PID control. Firstly, a fuzzy neuron PID controller is designed based on neuron control, proportional control and fuzzy control. Then the speed regulator of brushless DC motor speed regulation system is designed. The simulation results show that the brushless DC motor speed regulation system based on fuzzy neuron PID control has fast response speed and good dynamic and static regulation performance. Self-adaptive ability and anti-interference ability and other advantages.
【作者單位】: 廣西科技大學(xué)電氣與信息工程學(xué)院;廣西科技大學(xué)廣西汽車(chē)零部件與整車(chē)技術(shù)重點(diǎn)實(shí)驗(yàn)室;廣西科技大學(xué)廣西高校工業(yè)過(guò)程智能控制技術(shù)重點(diǎn)實(shí)驗(yàn)室;昆明學(xué)院自動(dòng)控制與機(jī)械工程學(xué)院;
【基金】:廣西自然科學(xué)基金項(xiàng)目資助(2013GXNSFC A019020) 廣西汽車(chē)零部件與整車(chē)技術(shù)重點(diǎn)實(shí)驗(yàn)室自主研究課題資助(15-A-02-01) 廣西高校中青年教師基礎(chǔ)能力提升項(xiàng)目(2017KY0355,2017KY0343) 廣西高校工業(yè)過(guò)程智能控制技術(shù)重點(diǎn)實(shí)驗(yàn)室主任基金項(xiàng)目(IPICT-2016-06)
【分類(lèi)號(hào)】:TM33
【相似文獻(xiàn)】
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1 黃洪劍,林瑞光;無(wú)刷直流電機(jī)可靠性及其故障模式分析[J];電機(jī)與控制學(xué)報(bào);2000年04期
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