基于INTERNET的县级电网调度系统在线无功优化研究
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摘要
无功优化是提高电能质量,降低网损,实现无功功率最优控制,保证电力系统安全经济运行的重要措施。我国县级电网覆盖面广,供电质量普遍不理想,网络损耗严重,因此研究县级电网无功优化问题具有重大现实意义。
     无功优化是一个多变量、多约束、非线性的数学规划问题。本文较深入地研究了县级电网无功优化问题,并采用原始对偶内点法求解。多个测试系统的仿真结果表明无功优化能够降低网损和改善电压水平,同时体现了原始对偶内点法处理大规模非线性规划问题的强鲁棒性。
     根据广西荔浦县电网的实际情况,利用现有覆盖面广、经济实用的宽带互联网,研究了基于INTERNET的县级电网调度系统。为了开发满足实际要求的无功优化系统,从工程应用的角度制定了相应的实用解决方案,包括系统的优化目标和原则,系统的控制方式、变量处理、算法选择、设备动作次序方案等,并研究了无功优化系统的组成结构,确定了主要模块的功能。最后根据提出的实用解决方案研究设计了无功优化系统,通过无功优化计算,该系统能给出设备的优化控制方案,从而有效地提高电网电压合格率,降低网络损耗,因而具有很好的实用价值。
Reactive power optimization (RPO) is the important measure to improve the quality of electric power energy, reduce the network loss, achieve the optimal control of reactive power and ensure the safe and economic operation of the electric power system. Our country has extensive-coverage county-level electric power networks, electricity quality of which is generally not ideal and the situation of network loss is serious. Thus, the study on the RPO of county-level power grids is of great practical significance.
     RPO is a multi-variable, multi-constrained and nonlinear mathematical programming problem. In this paper, the RPO issue of county-level power grids is deeply studied. Then the primal-dual interior point method is used to solve it. Simulation results of a number of test systems demonstrate that RPO is capable of reducing the network loss and improving the voltage level as well as the strong robustness of the primal-dual interior point method to deal with large-scale non-linear programming problems.
     According to the actual situation of Lipu county power grid in Guangxi, an Internet-based county-level power grid dispatching system is studied by using the existing wide-coverage, economic and practical broadband Internet. In order to develop a RPO system which meets the actual requirements, corresponding practical solutions including the optimization objectives and principles of the system, the control styles of the system, variable processing, algorithm selection and the action sequence programmes of equipments are constituted. Besides, system structure is also studied and the functions of the main modules are determined. Finally, a RPO system is studied and designed according to the practical solutions. Through reactive power optimization calculation, the system can provide the optimal control programmes of equipments so as to effectively improve the power grid voltage passing rate and lower the network loss. Hence it has a good practical value.
引文
[1]王合贞,高压并联电容器无功补偿实用技术[M],北京:中国电力出版社,2006
    [2]范舜,韩水,配电网无动优化及无功补偿装置[M],北京:中国电力出版社,2003
    [3]陆安定,功率因数与无功补偿[M],上海:上海科学普及出版社,2004
    [4]钟红梅,任震,张勇军,实时无功优化软件ORP的开发与应用[J],继电器,2004,32(11):55-57
    [5]张伯明,陈寿孙,高等电力网络分析[M],北京:清华大学出版社,1996
    [6]N.K.Karmarkar.A new polynomial-time algorithm for linear programming[J],Combinatorica,1984,4:373-395
    [7]陈星莺,钱锋,杨素琴,模糊动态规划法在配电网无功优化控制中的应用[J],电网技术,2003,27(2):68-71
    [8]方述诚,S.普森普拉,线性优化及扩展理论与算法[M],北京:科学出版社,1994
    [9]顾丹珍,徐瑞德,一种地区电网多目标无功优化的新方法-改进模拟退火算法[J],电网技术,1998,22(1):71-74
    [10]赵涛,熊信银,吴耀武,基于混沌优化算法的电力系统无功优化[J],继电器,2003,31(3):20-22,25
    [11]林济铿,李鸿路,罗姗姗等,基于自适应免疫算法的电力系统无功优化[J],天津大学学报,2007,40(1):110-115
    [12]马晋弢,L.L.Lai,杨以涵,遗传算法在电力系统无功优化中的应用[J],中国电机工程学报,1995,15(5):347-353
    [13]褚美茹,崔明勇,混沌遗传算法在配电网无功优化中的应用[J],信息技术,2004,28(10):48-50
    [14]刘科研,盛万兴,李运华,基于改进免疫遗传算法的无功优化[J],电网技术,2007,31(13):11-16
    [15]夏可青,赵明奇,李杨,用于多目标无功优化的自适应遗传算法[J],电网技术,2006,30(13).55-60
    [16]陈敬宁,何桂贤,带杂交、变异因子的自适应蚁群算法在电力系统无功优化中的应用[J],继电器,2003,31(11):36-39,43
    [17]赵波,郭创新,张鹏翔等,基于分布式协同粒子群优化算法的电力系统无功优化[J],中国电机工程学报,2005,25(21):1-7
    [18]高炜欣,罗先觉,汤楠,基于Hopfield神经网络的油田配电网无功优化[J],电网技术,2007,31(7):42-45
    [19]唐剑东,熊信银,吴耀武等,基于人工鱼群算法的电力系统无功优化[J],继电器,2004,32(19):9-12,33
    [20]袁辉,徐贵光,周京阳,基于模糊线性规划的无功电压优化[J],电网技术,2003,27(12):42-45,57
    [21]王耀瑜,张伯明,孙宏斌等,一种基于专家知识的电力系统电压/无功分级分布式优化控制分区方法[J],中国电机工程学报,1998,18(3):221-224
    [22]朱向阳,基于改进禁忌搜索算法的配电网电压无功优化控制[J],继电器,2006,34(14):35-37
    [23]Yu-Chi Wu,Fuzzy Second Correction on Complementarity Condition for Optimal Power Flow[J],IEEE Trans on Power Systems,2001,16(3):360-366
    [24]Roy Marsten,Radhika Subramanian,Matthew Saltzman,et al,Interior Point Methods for Linear Programming:Just Call Newton,Lag,range,and Fiacco and McCromick![J],Interfaces,1990,20(4):105-116
    [25]K.A.Clements,P.W.Davis,and K.D.Frey,An Interior Point Algorithm for Weighted Least Absolute Value Power System State Estimation,IEEE Winter Power Meeting,1991
    [26]J.A.Momoh,R.F.Austin,and R.Adapa,Application of Interior Point Method to Economic Dispatch,IEEE International Conference on Systems,Man & Cybernetics,1992
    [27]J.A.Momoh,S.X.Guo,E.C.Ogbuobiri,et al,The Quadratic Interior Point Method Solving Power System Optimization Problems,IEEE Transactions on Power Systems,1994,9(3):1327-1336
    [28]Sergio Granville,Optimal Reactive Dispatch Through Interior Point Methods[J],IEEE Trans on Power Systems,1994,9(1):136-146
    [29]H.Wei,H.Sasaki,and R.Yokoyama,An Application of Interior Point Quadratic Programming Algorithm to Power System Optimization Problems[J],IEEE Trans on Power Systems,1996,11(1): 260-266
    [30]H.Wei,H.Sasaki,J.Kubokawa,etal,A Decoupled Solution of Hydrothermal Optimal Power Flow Problem by Means of Interior Point Method and Network Programming[J],IEEE Transactions On Power Systems,1998,13(2):286-293
    [31]H.Wei,H.Sasaki,J.Kubokawa,etal,An Intedor Point Method for Power System Weighted Nonlinear L1 Norm State Estimation[J],IEEE Transactions On Power Systems,1998,13(2):617-623
    [32]H.Wei,H.Sasaki,J.Kubokawa,et al,An Interior Point Nonlinear Programming for Optimal Power Flow Problems with A Novel Data Structure[J],IEEE Transactions On Power Systems,1998,13(3):870-877
    [33]H.Wei,H.Sasaki,J.Kubokawa,et al,Large Scale Hydro-Thermal Optimal Power Flow Problems Based on Interior Point Nonlinear Programming[J],IEEE Transactions On Power Systems,2000,15(1):396-403
    [34]H.Wei,H.Sasaki,J.Kubokawa,et al,Closure to Discussion of Large Scale Hydrothermal Optimal Power Flow Problems Based on Interior Point Nonlinear Programming[J],IEEE Transactions On Power Systems,2000,15(4):1457-1458
    [35]李亚男,张粒子,杨以涵,考虑电压约束裕度的无功优化及其内点解法[J],中国电机工程学报,2001,21(9):1-4
    [36]刘明波,李健,吴捷,求解无功优化的非线性同伦内点法[J],中国电机工程学报,2002,22(1):1-7
    [37]Mingbo Liu,S.K.Tso,and Ying Cheng,An Extended Nonlinear Primal-Dual Interior-Point Algorithm for Reactive-Power Optimization of Large-Scale Power Systems With Discrete Control Variables[J],IEEE Transactions On Power Systems,2002,17(4):982-991
    [38]程莹,刘明波,含离散控制变量的大规模电力系统无功优化[J],中国电机工程学报,2002,22(5):54-60
    [39]Wei Yah,Juan Yu,David C,et al,A New Optimal Reactive Power Flow Model in Rectangular Form and its Solution by Predictor Corrector Primal Dual Interior Point Method[J],IEEE Transactions On Power Systems,2006,21(1):61-67
    [40]余娟,颜伟,徐国禹等,基于预测-校正原对偶内点法的无功优化新模型[J],中国电机工程学报,2005,25(11):146-151
    [41]Wei Yan,Fang Liu,C.Y.Chung,et al,A Hybrid Genetic Algorithm-Interior Point Method for Optimal Reactive Power Flow[J],IEEE Transactions On Power Systems,2006,21(3):1163-1169
    [42]刘方,颜伟,David C.Yu,基于遗传算法和内点法的无功优化混合策略[J],中国电机工程学报,2005,25(15):67-72
    [43]阳育德,韦化,刘辉,基于内点非线性规划的故障切除时间计算[J],中国电机工程学报,2006,26(15):1-6
    [44]韦化,吴阿琴,白晓清,一种求解机组组合问题的内点半定规划方法[J],中国电机工程学报,2008,28(1):35-40
    [45]张文涛,丁坚勇,基于Box算法的变电站无功优化[J],电气应用,2007,26(2):28-31,58
    [46]赵波,曹一家,电力系统无功优化的多智能体粒子群优化算法[J],中国电机工程学报,2005,25(5):1-7
    [47]黄伟,张建华,张聪等,基于细菌群体趋药性算法的电力系统无功优化[J],电力系统自动化,2007,31(7):29-33
    [48]田康,张尧,郭力等,基于家族优生学进化算法的电力系统动态无功优化[J],电网技术,2007,31(7):6-11
    [49]彭磊,张建平,吴耀武等,基于GA、PSO结合算法的交直流系统无功优化[J],高电压技术,2006,32(4):78-81
    [50]程彬,刘方,颜伟等,动态无功优化的混合智能算法[J],重庆大学学报,2007,30(1):22-27
    [51]石韦,韦化,白晓清,离散变量的大规模电力系统无功优化[J],电力自动化设备,2007,27(3):41-45
    [52]罗毅,涂光瑜,金燕云等,基于多区图控制策略的地区电网电压无功优化控制[J],继电器,2004,32(5):44-48
    [53]文劲宇,江振华,姜霞等,基于遗传算法的无功优化在鄂州电网中的实现[J],电力系统自动化,2000,2:45-47,60
    [54]丁晓群,陈晟,许杏桃等,全网无功电压优化集中控制系统在泰州电网的应用[J],电网技术,2000,24(12):21-23,44
    [55]潘蕾蕾,刘俊勇,考虑控制动作顺序影响的地区电网无功优化实时控制系统的研究[J],电工技术学报,2005,20(2):110-118
    [56]马国华,监控组态软件及其应用[M],北京:清华大学出版社,2001
    [57]刘济波,计算机网络技术与应用[M],北京:电子工业出版社,2006
    [58]郭庆来,吴越,张伯明等,地区电网无功优化实时控制系统的研究与开发[J],电力系统自动化,2002,26(13):66-69
    [59]许文超,郭伟,电力系统无功优化的模型及算法综述[J],电力系统及其自动化学报,2003,15(1):100-104
    [60]高成,Matlab接口技术与应用[M],北京:国防工业出版社,2007
    [61]王昊亮,李刚等,Visual C#程序设计教程[M],北京:清华大学出版社,2003
    [62]邵鹏鸣,Visual C#程序设计基础教程[M],北京:清华大学出版社,2005
    [63]刘明波,朱春明,钱康龄等,计及控制设备动作次数约束的动态无功优化算法[J],中国电机工程学报,2004,24(3):34-40
    [64]周任军,段献忠,周晖,计及调控成本和次数的配电网无功优化策略[J],中国电机工程学报,2005,25(9):23-28,157
    [65]宋轶博,孙伟,苗友忠,具有变压器分接头和补偿动作次数限制的无功优化[J],继电器,2004,32(14):16-19,24
    [66]牛怀平,刘俊勇,薛禹胜,多种运行方式下的无功定价方法[J],电力系统自动化,2006,30(19):13-17,60
    [67]舒立平,陈允平,一种新的无功电力定价算法[J],电网技术,2004,28(5):59-63,68
    [68]郝思鹏,王正风,电力市场下的无功定价研究[J],继电器,2006,34(19):51-54

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