Development of an Intelligent Decision Support System for Determining the Efficiency of Shunt Active Power Filter

被引：1

作者：

Sagiroglu, Seref ^{[1
]}

Bayindir, Ramazan ^{[2
]}

Kaplan, Orhan ^{[2
]}

Kahraman, Hamdi Tolga ^{[2
]}

机构：

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

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

来源：

EIGHTH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, PROCEEDINGS | 2009年

关键词：

Intelligent Decision Support System; Shunt Active Power Filter; Rule-Based Inference; Naive Bayes Classification;

D O I：

10.1109/ICMLA.2009.76

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Active power systems have been used in power system intensively. Selection of a suitable filter is very important to solve power quality problems perfectly. Since filter selection depend on a lot of parameters of power system, decision support systems can be employed in filter selection. In this paper, "An Intelligent Decision Support System, IDSS" is proposed. The system determines efficiency of three phase shunt active power filter for the power quality problems. The system developed converts the parameters obtained into the useful data at rule-based inference mechanism then the useful data are evaluated in Naive Bayes classifier. Thus a low cost decision support system has been developed to guide the users in the rate of suitability of three phase shunt active power for solution the power quality problems.

引用

页码：626 / +

页数：3

共 50 条

[41] The Effect of Load Power Factor on the Efficiency of Three-Phase Four-Wire Power System with Shunt Active Filter
Artemenko, M. Yu.
Batrak, L. M.
Polishchuk, S. Y.
Mykhalskyi, V. M.
Shapoval, I. A.
2016 IEEE 36TH INTERNATIONAL CONFERENCE ON ELECTRONICS AND NANOTECHNOLOGY (ELNANO), 2016, : 277 - 282
[42] Study on the Intelligent Decision Support System for Power Grid Dispatching
Guan, F. H.
Zhao, D. M.
Zhang, X.
Shan, B. T.
Liu, Z.
2009 INTERNATIONAL CONFERENCE ON SUSTAINABLE POWER GENERATION AND SUPPLY, VOLS 1-4, 2009, : 2666 - +
[43] Development of Single-Phase Shunt Active Power Filter for Reduction of Current Harmonics in Data Center Power System
Miletic, Marinko
Raguz, Katica Raic
Zelenicic, Vinko
Erceg, Igor
Sumina, Damir
2023 11TH INTERNATIONAL CONFERENCE ON SMART GRID, ICSMARTGRID, 2023,
[44] An Improved SVPWM based Shunt Active Power Filter for Compensation of Power System Harmonics
Varaprasad, O. V. S. R.
Sarma, D. V. S. S. Siva
2014 IEEE 16TH INTERNATIONAL CONFERENCE ON HARMONICS AND QUALITY OF POWER (ICHQP), 2014, : 571 - 575
[45] A Cascaded Shunt Active Power Filter with High Performance for Aircraft Electric Power System
Luo, Yingpeng
Chen, Zhong
Chen, Miao
Li, Jianxia
2011 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2011, : 1143 - 1149
[46] Implementation of Fuzzy Logic in shunt Active Power Filter for Renewable Power Generation System
Roseline, J. Femila
Sahoo, Nikhil Kumar
Abhinav, Ayush
2016 Second International Conference on Science Technology Engineering and Management (ICONSTEM), 2016, : 451 - 456
[47] Control and Performance of a Cascaded Shunt Active Power Filter for Aircraft Electric Power System
Chen, Zhong
Luo, Yingpeng
Chen, Miao
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2012, 59 (09) : 3614 - 3623
[48] ADALINE-Based Shunt Active Power Filter for Power Quality Modification of Power System
Chen, Cheng-I
Hsu, Chen-Lin
Chen, Chung-Hsien
2018 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C 2018), 2018, : 372 - 375
[49] A Notch Filter based Active Damping of LLCL Filter in Shunt Active Power Filter
Buyuk, Mehmet
Tan, Adnan
Inci, Mustafa
Tumay, Mehmet
2017 INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS (EE), 2017,
[50] Direct power control of shunt active filter
Chaoui, Abdelmadjid
Gaubert, Jean-Paul
Krim, Fateh
Rambault, Laurent
2007 EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS, VOLS 1-10, 2007, : 3770 - +

← 1 2 3 4 5 →