《電子技術(shù)應(yīng)用》
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一種用于微電網(wǎng)經(jīng)濟(jì)調(diào)度的分布式粒子群算法
2020年信息技術(shù)與網(wǎng)絡(luò)安全第3期
胡浩宇,邢建春,周啟臻,張玉晗
(陸軍工程大學(xué) 國防工程學(xué)院,江蘇 南京 210007)
摘要: 隨著微電網(wǎng)技術(shù)在電力系統(tǒng)中的應(yīng)用愈加廣泛,協(xié)調(diào)微電網(wǎng)內(nèi)部分布式電源的出力分配以提高經(jīng)濟(jì)性成為了研究的重要課題。目前主流的經(jīng)濟(jì)調(diào)度方法是微電網(wǎng)調(diào)度中心利用全網(wǎng)微電源及負(fù)荷的信息進(jìn)行調(diào)度,但這種集中式的方法依賴調(diào)度中心的計算能力,對微電源與調(diào)度中心之間通信要求較高,且與微電網(wǎng)的分布式特性相違背。提出一種完全分布式的并行調(diào)度方法,各分布式電源作為獨(dú)立的智能體,平等地參與調(diào)度工作,利用自身與鄰居節(jié)點(diǎn)之間的勢能博弈,基于粒子群算法優(yōu)化自身的出力,進(jìn)而實現(xiàn)全網(wǎng)經(jīng)濟(jì)性最優(yōu)的目標(biāo)。在MATLAB平臺上搭建了獨(dú)立微電網(wǎng)優(yōu)化調(diào)度模型,驗證了所提出方法的可行性,并討論了相關(guān)參數(shù)的變化對于調(diào)度結(jié)果的影響。
中圖分類號:TM734
文獻(xiàn)標(biāo)識碼:A
DOI: 10.19358/j.issn.2096-5133.2020.03.003
引用格式:胡浩宇,邢建春,周啟臻,等.一種用于微電網(wǎng)經(jīng)濟(jì)調(diào)度的分布式粒子群算法[J].信息技術(shù)與網(wǎng)絡(luò)安全,2020,39(3):10-16.
A distributed PSO algorithm for economic dispatch of microgrid
Hu Haoyu,Xing Jianchun,Zhou Qizhen,Zhang Yuhan
(School of Defense Engineering,Army Engineering University of PLA,Nanjing 210007,China)
Abstract: With the increasing proportion of microgrid in power system,improving the economical performance by dispatching generators in the grid appropriately becomes an important subject of research on power system.Nowadays,the mainstream dispatching method is the centralized method in which the microgrid control center (MGCC) has to get the information from every generator and load controller or the dispatching cannot be implemented.Accordingly,centralized method needs great computing power of MGCC and reliability of communication between generators and MGCC,which has be contrary to the distributed characteristics of microgrid.A fully distributed parallel dispatching method is proposed in this paper.As an independent agent,each distributed generator of the grid participates in the dispatching works equally and collaboratively.By making potential game between itself and neighbors,every agent uses particle swarm optimization (PSO) algorithm to control its output independently.Then the goal of improving the economical performance of the whole network can be achieved naturally.Finally a microgrid model is established on MATLAB.The feasibility of the proposed method is verified, and the influence of the change of relevant parameters on the optimization results is also discussed.
Key words : microgrid;economic dispatch;distributed parallel dispatch method;potential game;particle swarm optimization (PSO) algorithm

0    引言

隨著微電網(wǎng)技術(shù)在電力系統(tǒng)中的廣泛應(yīng)用,協(xié)調(diào)微電網(wǎng)內(nèi)部分布式電源的出力分配,以實現(xiàn)微電網(wǎng)經(jīng)濟(jì)性最優(yōu),成為了重要的研究課題。

目前,微電網(wǎng)的經(jīng)濟(jì)調(diào)度工作可由調(diào)度中心通過集中式的調(diào)度來完成。文獻(xiàn)[7]將微電網(wǎng)參與電力市場的收益最大作為目標(biāo),利用集中式方法得到最優(yōu)發(fā)電計劃。文獻(xiàn)[8-9]在調(diào)度中心采用粒子群算法將功率平衡約束作為罰函數(shù)加入適應(yīng)度函數(shù)計算,達(dá)到優(yōu)化目標(biāo)。在集中式調(diào)度方法下,每個微電源的出力由調(diào)度中心根據(jù)全部微電源容量、負(fù)荷分布以及發(fā)電帶來的經(jīng)濟(jì)效益計算得到。這種集中式的方法過多地依賴調(diào)度中心的計算能力,一旦調(diào)度中心發(fā)生故障,全網(wǎng)的調(diào)度就無法進(jìn)行。此外,這種調(diào)度方法需要微電源與調(diào)度中心之間有良好的通信能力,若某微電源與調(diào)度中心之間通信發(fā)生故障,則該電源無法參與調(diào)度。且集中式調(diào)度方法下,若有新電源加入微電網(wǎng),均需要與調(diào)度中心建立通信連接,故不利于實現(xiàn)微電源的即插即用。




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作者信息:

胡浩宇,邢建春,周啟臻,張玉晗

(陸軍工程大學(xué) 國防工程學(xué)院,江蘇 南京 210007)


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