| 基于TS型模糊神经网络控制器的有源电力滤波器直流侧电压控制的研究 |
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| 引用本文： | 黄传金,时伟,曹文思,巩鲁洪.基于TS型模糊神经网络控制器的有源电力滤波器直流侧电压控制的研究[J].低压电器,2013(11):60-63. |
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| 作者姓名： | 黄传金 时伟 曹文思 巩鲁洪 |
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| 作者单位： | 中州大学;华北水利水电大学;郑州祥和集团电气设备有限公司 |
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| 基金项目： | 河南省教育厅自然科学基金项目(2011A470005);郑州市普通科技攻关项目(121PPTGG364-3) |
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| 摘 要： | 针对三相并联型有源电力滤波器（APF）直流侧电容电压控制问题,考虑TS型模糊推理易于和比例积分微分（PID）控制方法相结合的特点,提出了基于TS型模糊推理的模糊神经网络控制器（FNNC）方法,并将其用于APF直流侧的电压控制。确定了基于TS-FNNC的三相APF指令电流运算结构,研究了相应的控制策略,对TS-FNNC的连接权值和第二层节点的隶属函数调整分别采用最小二乘法和BP算法,使其具有较快的响应速度。仿真试验验证了该控制策略的有效性。
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| 关 键 词： | 有源电力滤波器 TS型模糊推理 模糊神经网络控制器 直流侧电压控制 |
Research on APF DC Side Voltage Control Based on TS Type Fuzzy Neural Network Controller |
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| HUANG Chuanjin,SHI Wei,CAO Wensi,GONG Luhong.Research on APF DC Side Voltage Control Based on TS Type Fuzzy Neural Network Controller[J].Low Voltage Apparatus,2013(11):60-63. |
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| Authors: | HUANG Chuanjin SHI Wei CAO Wensi GONG Luhong |
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| Affiliation: | 1.Zhongzhou University,Zhengzhou 450044,China;2.North China University of Water Resources and Electric Power,Zhengzhou 450045,China;3.Zhengzhou Xianghe Group Electric Equipment Co.,Ltd.,Zhengzhou 450016,China) |
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| Abstract: | Focusing on DC capacitor voltage control problems for the three-phase shunt APF, considering that it is easy to combine TS type fuzzy inference with PID control method, this paper presented a fuzzy neural network controller based on TS fuzzy reasoning （ TS-FNNC ） and used it for the APF DC side voltage control. The APF instruction current operational structure was identified based on TS-FFNC. The corresponding control strategy was researched. The TS-FNNC connection weights and second layer node membership functions were adjusted by east squares and BP algorithm respectively, so it had fast response speed. The simulation and experimental results verified the effectiveness of the control strategy. |
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| Keywords: | active power filter（APF） TS type fuzzy inference fuzzy neural network controller（FNNC） DC side voltage control |
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