Suzhou Electric Appliance Research Institute
期刊號(hào): CN32-1800/TM| ISSN1007-3175

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含風(fēng)電場(chǎng)的發(fā)電系統(tǒng)旋轉(zhuǎn)備用優(yōu)化調(diào)度模型研究

來(lái)源:電工電氣發(fā)布時(shí)間:2016-03-15 16:15 瀏覽次數(shù):801

含風(fēng)電場(chǎng)的發(fā)電系統(tǒng)旋轉(zhuǎn)備用優(yōu)化調(diào)度模型研究 

任禹丞,陸彬,張馨升

東南大學(xué) 電氣工程學(xué)院,江蘇 南京 210096 
 

摘 要:為研究風(fēng)電的隨機(jī)性和間歇性對(duì)電力系統(tǒng)調(diào)度計(jì)劃中旋轉(zhuǎn)備用的影響,建立風(fēng)電預(yù)測(cè)偏差的概率密度函數(shù),將正態(tài)分布與拉普拉斯分布聯(lián)合,擬合風(fēng)電預(yù)測(cè)偏差的概率分布。在處理風(fēng)電預(yù)測(cè)與負(fù)荷預(yù)測(cè)的不確定性因素時(shí),基于置信度確定了系統(tǒng)需要增加的旋轉(zhuǎn)備用容量,并在此基礎(chǔ)上建立旋轉(zhuǎn)備用優(yōu)化調(diào)度模型。通過(guò)算例仿真分析,表明置信度可作為調(diào)整系統(tǒng)經(jīng)濟(jì)性與可靠性的平衡因素,且文中模型的經(jīng)濟(jì)性優(yōu)于傳統(tǒng)等備用調(diào)度模型。

關(guān)鍵詞:風(fēng)電預(yù)測(cè)偏差;旋轉(zhuǎn)備用;置信度;等備用;聯(lián)合優(yōu)化

中圖分類號(hào):TM614 文獻(xiàn)標(biāo)示號(hào):A 文章編號(hào):1007-3175(2013)07-0005-05


Research on Optimal Scheduling Model of Generation and Spinning Reserve with Wind Farms 

REN Yu-cheng, LU Bin, ZHANG Xin-sheng 
School of Electrical Engineering, Southeast University, Nanjing 210096, China 
 

Abstract: In order to consider the impact on spinning reserve and generation scheduling caused by the randomness and intermittence of wind power, this paper established the probability density function of the wind power forecast error, which combined mormal distribution with Laplace distribution to simulate the probability distribution of wind power forecast error. In dealing with the uncertainty of wind power and load forecast, confidence level was used to find the added spinning reserve capacity. Based on the total spinning reserve capacity of system, the optimal scheduling model of spinning reserve was built. The analysis of examples shows that confidence level could be the adjusting element of the reliability and economy of system, and the economy function of optimal scheduling model is better than traditional equal reserve scheduling model.
Key words: wind power forecast error; spinning reserve; confidence level; equal reserve; united optimization


[1] 中國(guó)電力百科全書(第二版)編輯委員會(huì).中國(guó)電力百科全書[M].2版.北京:中國(guó)電力出版社,2001.
[2] 廖萍,李興源.實(shí)施節(jié)能發(fā)電調(diào)度的研究[J].四川電力技術(shù),2008,31(l):8-9.
[3] 曾鳴,史連軍,董軍,等.與市場(chǎng)機(jī)制相協(xié)調(diào)的節(jié)能發(fā)電調(diào)度相關(guān)問(wèn)題研究[J].電力技術(shù)經(jīng)濟(jì),2007,19(5):1-5.
[4] Lee Tsung-Ying. Optimal Spinning Reserve for a Wind-Thermal Power System Using EIPSO[J]. IEEE Transactions on Power Systems, 2007, 22(4):1612-1621.
[5] 文福拴,陳青松,褚云龍,等.節(jié)能調(diào)度的潛在影響及有待研究的問(wèn)題[J].電力科學(xué)與技術(shù)學(xué)報(bào),2008,23(4):72-77.
[6] 謝國(guó)輝,張粒子,葛炬.節(jié)能發(fā)電調(diào)度旋轉(zhuǎn)備用計(jì)劃優(yōu)化[J].電力系統(tǒng)自動(dòng)化,2009,33(13):43-46.
[7] 李諒,陳軒.基于節(jié)能減排的電力系統(tǒng)短期經(jīng)濟(jì)調(diào)度研究[J].水電能源科學(xué),2010,28(6):146-149.
[8] 王樂,余志偉,文福拴.基于機(jī)會(huì)約束規(guī)劃的最優(yōu)旋轉(zhuǎn)備用容量確定[J].電網(wǎng)技術(shù),2006,30(20):14-19.
[9] 毛毅,車文妍.兼顧節(jié)能與經(jīng)濟(jì)效益的月度發(fā)電計(jì)劃模型[J].現(xiàn)代電力,2008,25(5):73-78.
[10] Bludszuweit H, Dominguez-Navarro JA, Llombart A. Statistical Analysis of Wind Powr Forecast Error[J]. IEEE Transactions on Power Systems, 2008, 23(3):983-991.
[11] 葛炬,王飛,張粒子.含風(fēng)電場(chǎng)電力系統(tǒng)旋轉(zhuǎn)備用獲取模型[J].電力系統(tǒng)自動(dòng)化,2010,34(6):32-36.