Design and implementation of a neural controller for power factor correction

被引：0

作者：

Sagiroglu, S. ^{[1
]}

Bayindir, R. ^{[2
]}

Colak, I. ^{[2
]}

机构：

[1] Gazi Univ, Dept Comp Engn, Fac Engn & Architecture, TR-06570 Ankara, Turkey

[2] Gazi Univ, Fac Tech Educ, Dept Elect Educ, TR-06500 Ankara, Turkey

来源：

ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS | 2009年 / 17卷 / 04期

关键词：

Power factor correction; Microcontroller; Multi-layered perceptron; Backpropagation; Controller; EXCITATION CONTROL; SYSTEM; NETWORK; ANN;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper introduces a new control approach based on multi-layered perceptron to handle reactive power of the system with the help of a synchronous motor compensator. The neural system was trained with backpropagation with momentum. The perceptron parameters were obtained from an off-line training and then inserted in a microcontroller for the correction. The results have shown that the approach presented in this work provides accurate, simple, low-cost and fast correction than the conventional compensators available in the literature.

引用

页码：209 / 220

页数：12

共 50 条

[1] Design and implementation of active power factor correction controller IC
Xu, Xiao-Ru
Zhao, Meng-Lian
Wu, Xiao-Bo
Zhang, Dan-Yan
Yan, Xiao-Lang
Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2008, 42 (04): : 618 - 621
[2] Design and implementation of boost type active power factor correction controller ic
Dai, Guoding
Ma, Xiaohui
Ou, Jian
Xue, Chaoyao
Ma, Renyue
Lu, Jing
Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University, 2012, 47 (06): : 1015 - 1020
[3] Design and Implementation of Hybrid Controller for AC - DC Power Factor Correction Converter
Caberos, Aileen B.
Huang, Shu-Chuan
Gumera, Xerxex Dan G.
Liou, Wan-Rone
2016 IEEE 2ND ANNUAL SOUTHERN POWER ELECTRONICS CONFERENCE (SPEC), 2016,
[4] Real Implementation of Synchronous Boost Converter with Controller for Power Factor Correction
Vadde, Anusha
Sachin, S.
SitaramGupta, V. S. N. V.
2017 IEEE REGION 10 INTERNATIONAL SYMPOSIUM ON TECHNOLOGIES FOR SMART CITIES (IEEE TENSYMP 2017), 2017,
[5] Design and implementation of the optimized digital controller with the simplified control algorithm for boost power factor correction converter
Sun, Daying
Yao, Yu
Gu, Wenhua
Li, Li
IEICE ELECTRONICS EXPRESS, 2018, 15 (04):
[6] Design of the feedback loop for Single Controller Power Factor Correction converter
Lee, KC
Cho, BH
PESC 98 RECORD - 29TH ANNUAL IEEE POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1 AND 2, 1998, : 899 - 904
[7] Design and implementation of reduced-order sliding mode controller for higher-order power factor correction converters
Umamaheswari, M. G.
Uma, G.
Vijayalakshmi, K. M.
IET POWER ELECTRONICS, 2011, 4 (09) : 984 - 992
[8] Design and implementation of parallel resonant electronic ballast with power factor correction
Electrical Eng. Dept., Faculty of Eng., Alexandria University, Alexandria 21455, Egypt
不详
AEJ Alexandria Eng J, 2006, 4 (459-468):
[9] Design and Implementation of Power Converters for Wind Generator with Three Phase Power Factor Correction
Hua, Chih-Chiang
Fang, Yi-Hsiung
Chen, Wei-Tze
Wang, Lyu-Jhih
2013 IEEE 10TH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND DRIVE SYSTEMS (IEEE PEDS 2013), 2013, : 1090 - 1095
[10] Power Factor Correction Based on RISC Controller
Kumar, Pradeep
Sharma, P. R.
Kumar, Ashok
ADVANCES IN POWER ELECTRONICS AND INSTRUMENTATION ENGINEERING, 2011, 148 : 83 - +

← 1 2 3 4 5 →