Generation reliability assessment in power markets using Monte Carlo simulation and soft computing

被引：19

作者：

Haroonabadi, H. ^{[1
]}

Haghifam, M. -R. ^{[2
]}

机构：

[1] Islamic Azad Univ IAU, Dept Elect, Islamshahr Branch, Tehran, Iran

[2] Tarbiat Modares Univ, Elect & Comp Dept, Tehran, Iran

来源：

APPLIED SOFT COMPUTING | 2011年 / 11卷 / 08期

关键词：

Generation reliability; Power pool market; Monte Carlo simulation; Intelligent systems;

D O I：

10.1016/j.asoc.2011.05.031

中图分类号：

TP18 [人工智能理论];

学科分类号：

140502 [人工智能];

摘要：

Deregulation policy has caused some changes in the concepts of power systems reliability assessment and enhancement. In the present research, generation reliability is considered, and a method for its assessment is proposed using intelligent systems. Also, due to the stochastic behavior of power market and generators' forced outages, Monte Carlo Simulation is used for reliability evaluation. Generation reliability merely focuses on the interaction between generation complex and load. Therefore, in this research, based on the type of market and concentration, reserve margin and various future times, a Neuro-Fuzzy system is proposed for evaluation of generation reliability, which is valid and usable for all kinds of power pool markets. Finally, the proposed method is assessed on IEEE-Reliability Test System with satisfactory results. The results further showed that if market becomes more concentrated or price elasticity of demand increases, reliability will improve. (C) 2011 Elsevier B.V. All rights reserved.

引用

页码：5292 / 5298

页数：7

共 16 条

[1]

[Anonymous], 1979, IEEE T POWER AP SYST, V98, P2047, DOI 10.1109/TPAS.1979.319398

[2]

[Anonymous], 1992, RELIABILITY EVALUATI

[3]

Billinton R., 1994, RELIABILITY EVALUATI, DOI DOI 10.1007/978-1-4615-7731-7

[4]

Borenstein Serverin, 1999, UNDERSTANDING COMPET

[5]

Choi J, 2001, 2001 POWER ENGINEERING SOCIETY SUMMER MEETING, VOLS 1-3, CONFERENCE PROCEEDINGS, P497, DOI 10.1109/PESS.2001.970076

[6]

Draper E.L., 1998, IEEE POWER ENG REV, V18, P17

[7]

Haroonabadi H., 2009, P 15 INT C INT SYST, P1

[8]

IEA, 2002, SEC SUPPL EL MARK EV

[9]

International Energy Agency (IEA), 2003, POW CHOOS DEM RESP L

[10]

Electric deregulation [J].

McClanahan, RH .

IEEE INDUSTRY APPLICATIONS MAGAZINE, 2002, 8 (02) :11-18

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