Application of Artificial Intelligence Technique in Distributed Generation System

被引：0

作者：

Weng, Guoqing ^{[1
]}

Zhang, Youbing ^{[1
]}

Hu, Yi ^{[1
]}

机构：

[1] Zhejiang Univ Technol, Coll Informat Engn, Hangzhou 310014, Peoples R China

来源：

ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 2, PROCEEDINGS | 2009年 / 5552卷

关键词：

Artificial intelligence; Distributed generation system; Multi-agent system; Artificial neural network; Genetic algorithm; Fuzzy logic;

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 gives a brief description of current situation of distributed generation system, and points out that microgrid call run in two kinds of operation modes. The key problems which need to be cautiously considered exist in each operation mode are summarized, and advanced artificial intelligence techniques are adopted to solve those problems as effective tools. The application situation and research status of multi-agent system, artificial neural network, genetic algorithm, fuzzy logic in distributed generation system home and abroad are summarized detailedly. The existing problems and solving thoughts of each artificial intelligence technique are analyzed. and developing directions of artificial intelligence applications in distributed generation system in the future are also prospected.

引用

页码：165 / 171

页数：7

共 24 条

[1]

Al-Hinai A, 2004, 2004 IEEE PES POWER SYSTEMS CONFERENCE & EXPOSITION, VOLS 1 - 3, P1514

[2]

[Anonymous], TEL EN C 2008 INTELE

[3] Fuzzy-neural controller design for Stability enhancement of microgrids [J].

Bathaee, S. M. T. ;

Abdollahi, M. H. .

2007 42ND INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE, VOLS 1-3, 2007, :562-569

[4] Long-term operation optimization of integrated generation systems by fuzzy logic-based management [J].

Capizzi, G. ;

Tina, G. .

ENERGY, 2007, 32 (07) :1047-1054

[5]

CHEN HY, 2008, J P CSEE, V28, P40

[6]

Ding Ming, 2008, Journal of Electric Power Science and Technology, V23, P13

[7] Distributed Generation Capacity Evaluation Using Combined Genetic Algorithm and OPF [J].

Harrison, Gareth P. ;

Piccolo, Antonio ;

Siano, Pierluigi ;

Wallace, A. Robin .

INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2007, 8 (02)

[8]

HOU H, 2004, J ENG J WUHAN U, V37, P114

[9]

Lan Q. L., 2008, J J WUHAN U SCI ENG, V21, P23

[10] A novel control algorithm for the DG interface to mitigate power quality problems [J].

Marei, MI ;

El-Saadany, EF ;

Salama, MMA .

IEEE TRANSACTIONS ON POWER DELIVERY, 2004, 19 (03) :1384-1392

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