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CN106887852A - A kind of batch (-type) distributed power source voltage & var control strategy setting method on the spot - Google Patents

A kind of batch (-type) distributed power source voltage & var control strategy setting method on the spot Download PDF

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CN106887852A
CN106887852A CN201710129611.XA CN201710129611A CN106887852A CN 106887852 A CN106887852 A CN 106887852A CN 201710129611 A CN201710129611 A CN 201710129611A CN 106887852 A CN106887852 A CN 106887852A
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CN106887852B (en
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赵金利
李雨薇
李鹏
王成山
宋关羽
冀浩然
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Suzhou Junhao Electric Power Co ltd
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Tianjin University
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    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J3/00Circuit arrangements for AC mains or AC distribution networks
    • H02J3/12Circuit arrangements for AC mains or AC distribution networks for adjusting voltage in AC networks by changing a characteristic of the network load
    • H02J3/16Circuit arrangements for AC mains or AC distribution networks for adjusting voltage in AC networks by changing a characteristic of the network load by adjustment of reactive power
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J2203/00Indexing scheme relating to details of circuit arrangements for AC mains or AC distribution networks
    • H02J2203/20Simulating, e g planning, reliability check, modelling or computer assisted design [CAD]
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E40/00Technologies for an efficient electrical power generation, transmission or distribution
    • Y02E40/30Reactive power compensation

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  • Power Engineering (AREA)
  • Supply And Distribution Of Alternating Current (AREA)

Abstract

一种间歇式分布式电源就地电压无功控制策略整定方法:根据选定的配电系统,输入线路参数、负荷水平、网络拓扑连接关系,系统运行电压约束和支路电流限制,间歇式分布式电源的类型、接入位置、容量及参数,运行优化周期内负荷及间歇式分布式电源运行特性预测曲线,系统基准电压和基准功率的初值;建立有源配电网间歇式分布式电源就地电压无功控制策略整定模型;将模型中非线性目标函数和约束条件进行线性化转化,使其成为混合整数线性规划模型;将混合整数线性规划模型采用混合整数线性规划求解工具进行求解;输出求解结果。本发明充分考虑分布式电源和负荷的随机性和波动性,采用混合整数线性规划方法进行求解,得到间歇式分布式电源就地电压无功控制策略。

A setting method of local voltage and reactive power control strategy for intermittent distributed power sources: According to the selected power distribution system, input line parameters, load levels, network topology connection relationship, system operating voltage constraints and branch current limits, intermittent distribution The type, access location, capacity and parameters of the distributed power supply, the load and intermittent distributed power supply operating characteristic prediction curve in the operation optimization period, the initial value of the system reference voltage and reference power; establish the intermittent distributed power supply of the active distribution network On-site voltage and reactive power control strategy tuning model; linearize the nonlinear objective function and constraints in the model to make it a mixed integer linear programming model; solve the mixed integer linear programming model with a mixed integer linear programming solution tool; Output the solution result. The invention fully considers the randomness and volatility of distributed power sources and loads, uses a mixed integer linear programming method to solve the problem, and obtains an intermittent distributed power source local voltage and reactive power control strategy.

Description

一种间歇式分布式电源就地电压无功控制策略整定方法A local voltage and reactive power control strategy setting method for intermittent distributed power generation

技术领域technical field

本发明涉及一种分布式电源就地控制策略。特别是涉及一种间歇式分布式电源就地电压无功控制策略整定方法。The invention relates to a local control strategy of a distributed power supply. In particular, it relates to an intermittent distributed power generation local voltage and reactive power control strategy setting method.

背景技术Background technique

对能源和环境的高度关注使得配电网的发展面临着新的压力和挑战,这些压力和挑战同时也是推动传统配电网向有源配电网发展的重要机遇。近年来,包括光伏(Photovoltaic,PV)、风机等在内的间歇式分布式电源(Distributed Generation,DG)大量接入配电网。随着间歇式分布式电源渗透率的不断提高,诸如反向潮流、无功与电压控制等问题日渐严重。尤其是,间歇式分布式电源的接入无论在时间还是空间上都具有很强的不确定性,在运行中往往导致馈线功率大幅波动,造成严重的电压越限问题。The high attention to energy and the environment makes the development of distribution networks face new pressures and challenges, and these pressures and challenges are also important opportunities to promote the development of traditional distribution networks to active distribution networks. In recent years, a large number of intermittent distributed generation (Distributed Generation, DG) including photovoltaic (Photovoltaic, PV) and wind turbines have been connected to the distribution network. As the penetration rate of intermittent distributed power continues to increase, problems such as reverse power flow, reactive power and voltage control are becoming more and more serious. In particular, the access of intermittent distributed power generation has strong uncertainty in both time and space, which often leads to large fluctuations in feeder power during operation, resulting in serious voltage limit problems.

目前,有源配电网主要采用集中式控制和就地控制两种不同的策略来实现系统的运行控制。其中,集中式控制策略可以利用全局信息,统一调配可控资源,获取全局优化的控制性能,但随着有源配电网中间歇式分布式电源渗透率的提高,大规模间歇式分布式电源的海量数据带来了沉重的通信和数据处理负担,集中式控制策略的时延增大,并且当中央控制系统出现故障时,整个系统都有失效的风险;另外,出于隐私以及安全方面的考虑,集中式控制可能无法获取详细信息。而就地控制虽然只能获取本地测量信息,无法实现全局最优,但不需要节点间的信息交流或远程量测,从而减少了通信的数据量,降低了控制变量的维度;同时,由于分布式发电波动较大,就地控制策略可以迅速响应,从而快速抑制波动。At present, the active distribution network mainly adopts two different strategies of centralized control and local control to realize the operation control of the system. Among them, the centralized control strategy can use global information, uniformly deploy controllable resources, and obtain globally optimized control performance. However, with the increase in the penetration rate of intermittent distributed power in active distribution networks, large-scale intermittent distributed The massive amount of data brings a heavy burden of communication and data processing, the delay of the centralized control strategy increases, and when the central control system fails, the entire system has the risk of failure; in addition, due to privacy and security concerns Consider that centralized control may not be able to capture detailed information. Although local control can only obtain local measurement information and cannot achieve global optimality, it does not require information exchange or remote measurement between nodes, thereby reducing the amount of communication data and the dimension of control variables; at the same time, due to the distributed The fluctuation of conventional power generation is large, and the local control strategy can respond quickly, so as to quickly suppress the fluctuation.

由于间歇式分布式电源的功率调节是连续变化的,其运行优化问题从单一的时间断面扩展为连续的时间序列,必须要以时序的有源配电网间歇式分布式电源就地电压无功控制策略整定模型作为优化问题的求解基础。该模型数学本质上是混合整数非线性规划问题,给计算求解带来了较大的挑战。因此,需要一种能够将混合整数非线性规划问题转化为可有效求解的混合整数线性规划问题的线性化方法,用以求解有源配电网间歇式分布式电源就地电压无功控制策略整定模型,从而制定出间歇式分布式电源就地电压无功控制策略。Since the power regulation of intermittent distributed power is continuously changing, its operation optimization problem is expanded from a single time section to a continuous time series, and the local voltage reactive power of intermittent distributed power in the active distribution network must be time-series The control strategy tuning model is used as the basis for solving the optimization problem. The mathematics of this model is essentially a mixed integer nonlinear programming problem, which brings great challenges to the calculation and solution. Therefore, there is a need for a linearization method that can transform the mixed integer nonlinear programming problem into a mixed integer linear programming problem that can be solved efficiently, so as to solve the local voltage and reactive power control strategy tuning of intermittent distributed power generation in active distribution network Model, so as to formulate the local voltage and reactive power control strategy of intermittent distributed power generation.

发明内容Contents of the invention

本发明所要解决的技术问题是,提供一种充分考虑分布式电源和负荷的随机性和波动性的间歇式分布式电源就地电压无功控制策略整定方法。The technical problem to be solved by the present invention is to provide an intermittent distributed power source local voltage and reactive power control strategy setting method that fully considers the randomness and fluctuation of distributed power source and load.

本发明所采用的技术方案是:一种间歇式分布式电源就地电压无功控制策略整定方法,包括如下步骤:The technical solution adopted in the present invention is: a method for setting the local voltage and reactive power control strategy of an intermittent distributed power supply, comprising the following steps:

1)根据选定的配电系统,输入线路参数、负荷水平、网络拓扑连接关系,系统运行电压约束和支路电流限制,间歇式分布式电源的类型、接入位置、容量及参数,运行优化周期内负荷及间歇式分布式电源运行特性预测曲线,系统基准电压和基准功率的初值;1) According to the selected power distribution system, input line parameters, load level, network topology connection relationship, system operating voltage constraint and branch current limit, type of intermittent distributed power supply, access location, capacity and parameters, and optimize operation In-cycle load and intermittent distributed power supply operating characteristic prediction curve, initial value of system reference voltage and reference power;

2)依据步骤1)提供的配电系统结构及参数,考虑间歇式分布式电源出力和负荷的时序特性,建立有源配电网间歇式分布式电源就地电压无功控制策略整定模型,包括:选取根节点为平衡节点,设定有源配电系统电压偏差之和最小为目标函数,分别考虑系统潮流约束、系统运行约束、间歇式分布式电源运行约束;2) According to the distribution system structure and parameters provided in step 1), considering the sequential characteristics of intermittent distributed power output and load, a local voltage and reactive power control strategy setting model for intermittent distributed power in active distribution networks is established, including : Select the root node as the balance node, set the minimum sum of voltage deviations of the active power distribution system as the objective function, and consider the system power flow constraints, system operation constraints, and intermittent distributed power supply operation constraints respectively;

3)将有源配电网间歇式分布式电源就地电压无功控制策略整定模型中非线性目标函数和约束条件进行线性化转化,经转化后的步骤2)的模型为混合整数线性规划模型;3) Linearize the nonlinear objective function and constraint conditions in the local voltage and reactive power control strategy setting model of the intermittent distributed power generation in the active distribution network, and the transformed model in step 2) is a mixed integer linear programming model ;

4)将混合整数线性规划模型采用混合整数线性规划求解工具进行求解;4) Solving the mixed integer linear programming model using a mixed integer linear programming solution tool;

5)输出步骤4)的求解结果,即间歇式分布式电源电压无功控制策略的相关参数。5) Output the solution result of step 4), that is, the relevant parameters of the intermittent distributed power supply voltage and reactive power control strategy.

步骤2)所述的有源配电系统电压偏差之和最小为目标函数表示如下:The minimum sum of voltage deviations of the active distribution system described in step 2) is an objective function expressed as follows:

or

式中,NT为时间断面数,NN为系统节点总数;Vt,i为t时段节点i的电压幅值;为最大电压阈值,为最小电压阈值,当Vt,i不在期望电压区间时,目标函数用来减小电压偏差。In the formula, N T is the number of time sections, N N is the total number of nodes in the system; V t,i is the voltage amplitude of node i in period t; is the maximum voltage threshold, is the minimum voltage threshold, when V t,i is not in the expected voltage range When , the objective function is used to reduce the voltage deviation.

步骤2)所述的系统潮流约束表示为The system power flow constraint described in step 2) is expressed as

式中,Ωb为支路的集合;Rji为支路ji的电阻,Xji为支路ji的电抗;It,ji为t时段节点j流向节点i的电流幅值;Vt,i为t时段节点i的电压幅值,Vt,j为t时段节点j的电压幅值;Pt,ij为t时段节点i流向节点j的有功功率,Qt,ij为t时段节点i流向节点j的无功功率;Pt,ik为t时段节点i流向节点k的有功功率,Qt,ik为t时段节点i流向节点k的无功功率;Pt,i为t时段节点i上注入的有功功率之和,为t时段节点i上分布式电源注入的有功功率,为t时段节点i上负荷消耗的有功功率,Qt,i为t时段节点i上注入的无功功率之和,为t时段节点i上分布式电源注入的无功功率,为t时段节点i上负荷消耗的无功功率。In the formula, Ω b is the set of branches; R ji is the resistance of branch ji, X ji is the reactance of branch ji; I t,ji is the amplitude of the current flowing from node j to node i in period t; V t,i is the voltage amplitude of node i in period t, V t,j is the voltage amplitude of node j in period t; P t,ij is the active power flowing from node i to node j in period t, Q t,ij is the flow direction of node i in period t The reactive power of node j; P t,ik is the active power flowing from node i to node k during t period, Q t,ik is the reactive power flowing from node i to node k during t period; P t,i is the The sum of the injected active power, is the active power injected by distributed power generation on node i in period t, is the active power consumed by the load on node i in period t, Q t,i is the sum of reactive power injected on node i in period t, is the reactive power injected by distributed power generation on node i in period t, is the reactive power consumed by the load on node i in period t.

步骤2)所述的系统运行约束表示为The system operating constraints described in step 2) are expressed as

式中,Vmax为系统电压允许的最大值,Vmin为系统电压允许的最小值;Imax为支路电流允许的最大值,Vt,i为t时段节点i的电压幅值,It,ij为t时段节点i流向节点j的电流幅值。In the formula, V max is the maximum value allowed by the system voltage, V min is the minimum value allowed by the system voltage; I max is the maximum value allowed by the branch current, V t,i is the voltage amplitude of node i during the t period, I t , ij is the magnitude of the current flowing from node i to node j in period t.

步骤2)所述的间歇式分布式电源运行约束表示为Step 2) The intermittent distributed power generation operation constraint is expressed as

式中,为节点i的间歇式分布式电源容量,为t时段节点i上间歇式分布式电源可提供的无功功率上限;为t时段节点i上间歇式分布式电源注入的有功功率,为t时段节点i上间歇式分布式电源注入的无功功率;Vt,i为t时段节点i的电压幅值,为间歇式分布式电源就地电压无功控制策略的表达式,存在调节死区 分别为就地电压无功控制策略的电压调节死区的最小值和最大值,在死区中,间歇式分布式电源产生的无功功率为0Var;下式构成间歇式分布式电源就地电压无功控制策略的表达式 In the formula, is the intermittent distributed power supply capacity of node i, is the upper limit of reactive power that the intermittent distributed power supply on node i can provide in period t; is the active power injected by intermittent distributed power generation on node i during t period, is the reactive power injected by intermittent distributed power generation on node i in period t; V t,i is the voltage amplitude of node i in period t, is the expression of the local voltage and reactive power control strategy of intermittent distributed power generation, There is a regulation dead zone with are the minimum and maximum values of the voltage regulation dead zone of the local voltage and reactive power control strategy, respectively. In the dead zone, the reactive power generated by the intermittent distributed power supply is 0Var; the following formula constitutes the local voltage of the intermittent distributed power supply Expression of reactive power control strategy

步骤3)包括:Step 3) includes:

(1)采用Ut,i替换二次项将系统潮流约束和系统运行约束线性化:(1) Use U t,i to replace the quadratic term Linearize the system power flow constraints and system operating constraints:

(Vmin)2=U2,t,i≤(Vmax)2 (15)(V min ) 2 =U 2,t,i ≤(V max ) 2 (15)

式中,Rij为支路ij的电阻,Xij为支路ij的电抗;It,ij为t时段节点i流向节点j的电流幅值;Vt,i为t时段节点i的电压幅值;Pt,ij为t时段节点i流向节点j的有功功率,Qt,ij为t时段节点i流向节点j的无功功率;Vmax为系统电压允许的最大值,Vmin为系统电压允许的最小值;In the formula, R ij is the resistance of branch ij, Xij is the reactance of branch ij; I t,ij is the current amplitude of node i flowing to node j in t period; V t,i is the voltage amplitude of node i in t period P t,ij is the active power flowing from node i to node j in period t, Q t,ij is the reactive power flowing from node i to node j in period t; V max is the maximum value allowed by the system voltage, and V min is the system voltage the minimum value allowed;

(2)目标函数中含有绝对值项用辅助变量At,i替换,并增加约束:(2) The objective function contains an absolute value term Replace with auxiliary variable A t,i and add constraints:

At,i≥0 (19)At t,i ≥ 0 (19)

式中,NT为时间断面数,NN为系统节点总数;为最大电压阈值,为最小电压阈值;In the formula, N T is the number of time sections, N N is the total number of system nodes; is the maximum voltage threshold, is the minimum voltage threshold;

(3)间歇式分布式电源就地电压无功控制策略的表达式为非线性表达式,采用分段线性化实现对的精确线性化;通过引入辅助变量at,i,n,n=1,2,…,6和dt,i,n,n=1,2,…,5,采用一系列线段来近似所定义的曲线,如下所示:(3) Expression of local voltage and reactive power control strategy for intermittent distributed power generation is a nonlinear expression, using piecewise linearization to realize the Exact linearization of ; by introducing auxiliary variables a t,i,n ,n=1,2,…,6 and d t,i,n ,n=1,2,…,5, approximated by a series of line segments The defined curves are as follows:

at,i,1≤dt,i,1,at,i,6≤dt,i,5 (22)a t,i,1 ≤d t,i,1 ,a t,i,6 ≤d t,i,5 (22)

at,i,n≤dt,i,n+dt,i,n-1,n=2,3,4,5 (23)a t,i,n ≤d t,i,n +d t,i,n-1 ,n=2,3,4,5 (23)

at,i,n≥0,dt,i,n∈{0,1} (24)a t,i,n ≥0,d t,i,n ∈{0,1} (24)

式中,at,i,n,n=1,2,…,6为连续变量,dt,i,n,n=1,2,...,5为整数变量;分别为就地电压无功控制策略的电压调节死区的最小值和最大值;In the formula, a t,i,n ,n=1,2,...,6 are continuous variables, d t,i,n ,n=1,2,...,5 are integer variables; with are the minimum and maximum values of the voltage regulation dead zone of the local voltage and reactive power control strategy;

引入辅助整数变量ci,1和ci,2将非线性乘积项线性化,则表示为:Introduce auxiliary integer variables c i,1 and c i,2 to convert the non-linear product term with Linearization is expressed as:

ci,1≤ci,2 (28)c i,1 ≤ c i ,2 (28)

其中,at,i,3ci,1和at,u,4ci,2是非线性乘积项,引入二进制变量li,1,m和li,2,m,m=0,1,…,4,分别表示at,i,3ci,1和at,i,4ci,2Among them, a t,i,3 c i,1 and a t,u,4 c i,2 are nonlinear product terms, and binary variables l i,1,m and l i,2,m are introduced, m=0,1 ,…,4, represent a t,i,3 c i,1 and a t,i,4 c i,2 respectively:

引入辅助变量wt,i,1,m替换at,i,3li,1,m,辅助变量wt,i,2,m替换at,i,4li,2,m,并增加以下约束,其中取M为足够大的正实数:Introduce auxiliary variable w t,i,1,m to replace a t,i,3 l i,1,m , auxiliary variable w t,i,2,m to replace a t,i,4 l i,2,m , and Add the following constraints, where M is a sufficiently large positive real number:

at,i,3-(1-li,1,m)M≤wt,i,1,m≤at,i,3 (31)a t,i,3 -(1-l i,1,m )M≤w t,i,1,m ≤a t, i,3 (31)

0≤wt,i,1,m≤li,1,mM (32)0≤w t,i,1,m ≤l i,1,m M (32)

at,i,4-(1-li,2,m)M≤wt,i,2,m≤at,i,4 (33)a t,i,4 -(1-l i,2,m )M≤w t,i,2,m ≤a t, i,4 (33)

0≤wt,i,2,m≤li,2,mM (34)0≤w t,i,2,m ≤l i,2,m M (34)

(4)系统潮流约束和系统运行约束中含有将其在预测值点进行一阶泰勒展开,并增加约束:(4) The system power flow constraints and system operation constraints contain place it at the predicted value point Perform first-order Taylor expansion and add constraints:

ht,ij≤(Imax)2 (38)h t,ij ≤(I max ) 2 (38)

式中,Ωb为支路的集合;Pt,ji为t时段节点j流向节点i的有功功率,Qt,ji为t时段节点j流向节点i的无功功率;Rji为支路ji的电阻,Xji为支路ji的电抗;Pt,i为t时段节点i上注入的有功功率之和,Qt,i为t时段节点i上注入的无功功率之和;Pt,ik为t时段节点i流向节点k的有功功率,Qt,ik为t时段节点i流向节点k的无功功率;Imax为支路电流允许的最大值。In the formula, Ω b is the set of branches; P t,ji is the active power flowing from node j to node i during t period, Q t,ji is the reactive power flowing from node j to node i during t period; R ji is the branch ji X ji is the reactance of branch ji; P t,i is the sum of active power injected on node i during t period, Q t,i is the sum of reactive power injected on node i during t period; P t, i ik is the active power flowing from node i to node k in period t, Q t,ik is the reactive power flowing from node i to node k in period t; I max is the maximum allowable branch current.

本发明的一种间歇式分布式电源就地电压无功控制策略整定方法,立足于解决连续时间序列下的间歇式分布式电源就地电压无功控制策略的整定问题,充分考虑分布式电源和负荷的随机性和波动性,建立有源配电网间歇式分布式电源就地电压无功控制策略整定模型,采用混合整数线性规划方法进行求解,得到间歇式分布式电源就地电压无功控制策略。A method for setting the local voltage and reactive power control strategy of intermittent distributed power sources of the present invention is based on solving the problem of setting the local voltage and reactive power control strategies of intermittent distributed power sources under continuous time series, fully considering distributed power sources and Considering the randomness and fluctuation of the load, the local voltage and reactive power control strategy setting model of the intermittent distributed power generation in the active distribution network is established, and the mixed integer linear programming method is used to solve the problem, and the local voltage and reactive power control of the intermittent distributed power generation is obtained. Strategy.

附图说明Description of drawings

图1是修改后的IEEE 69节点算例结构图;Figure 1 is the structure diagram of the revised IEEE 69 node calculation example;

图2是本发明的一种间歇式分布式电源就地电压无功控制策略整定方法流程图;Fig. 2 is a flow chart of a method for setting an intermittent distributed power supply local voltage and reactive power control strategy of the present invention;

图3是间歇式分布式电源及负荷运行特性预测曲线;Figure 3 is the prediction curve of intermittent distributed power supply and load operation characteristics;

图4a是优化后得到的节点26处间歇式分布式电源就地电压无功控制策略;Fig. 4a is the local voltage and reactive power control strategy of the intermittent distributed power at node 26 obtained after optimization;

图4b是优化后得到的节点50处间歇式分布式电源就地电压无功控制策略;Figure 4b shows the local voltage and reactive power control strategy of the intermittent distributed power at node 50 obtained after optimization;

图5是间歇式分布式电源发出的无功补偿情况;Figure 5 is the reactive power compensation situation issued by intermittent distributed power;

图6a是优化前后节点26处的电压分布情况;Fig. 6 a is the voltage distribution situation at node 26 before and after optimization;

图6b是优化前后节点50处的电压分布情况;Fig. 6 b is the voltage distribution at node 50 before and after optimization;

图7是不同控制策略下全网电压极值分布情况。Figure 7 shows the distribution of the extreme voltage of the whole network under different control strategies.

具体实施方式detailed description

下面结合实施例和附图对本发明的一种间歇式分布式电源就地电压无功控制策略整定方法做出详细说明。In the following, a method for setting a local voltage and reactive power control strategy of an intermittent distributed power supply according to the present invention will be described in detail in combination with the embodiments and the accompanying drawings.

如图2所示,本发明的一种间歇式分布式电源就地电压无功控制策略整定方法,包括如下步骤:As shown in Figure 2, a method for setting an intermittent distributed power supply local voltage and reactive power control strategy of the present invention includes the following steps:

1)根据选定的配电系统,输入线路参数、负荷水平、网络拓扑连接关系,系统运行电压约束和支路电流限制,间歇式分布式电源的类型、接入位置、容量及参数,运行优化周期内负荷及间歇式分布式电源运行特性预测曲线(如图3所示),系统基准电压和基准功率的初值;1) According to the selected power distribution system, input line parameters, load level, network topology connection relationship, system operating voltage constraint and branch current limit, type of intermittent distributed power supply, access location, capacity and parameters, and optimize operation In-cycle load and intermittent distributed power supply operating characteristic prediction curve (as shown in Figure 3), the initial value of the system reference voltage and reference power;

2)依据步骤1)提供的配电系统结构及参数,考虑间歇式分布式电源出力和负荷的时序特性,建立有源配电网间歇式分布式电源就地电压无功控制策略整定模型,包括:选取根节点为平衡节点,设定有源配电系统电压偏差之和最小为目标函数,分别考虑系统潮流约束、系统运行约束、间歇式分布式电源运行约束;其中2) According to the distribution system structure and parameters provided in step 1), considering the sequential characteristics of intermittent distributed power output and load, a local voltage and reactive power control strategy setting model for intermittent distributed power in active distribution networks is established, including : Select the root node as the balance node, set the minimum sum of voltage deviations of the active distribution system as the objective function, and consider the system power flow constraints, system operation constraints, and intermittent distributed power supply operation constraints respectively; where

(1)所述的有源配电系统电压偏差之和最小为目标函数表示如下:(1) The minimum sum of voltage deviations of the active power distribution system is the objective function expressed as follows:

or

式中,NT为时间断面数,NN为系统节点总数;Vt,i为t时段节点i的电压幅值;为最大电压阈值,为最小电压阈值,当Vt,i不在期望电压区间时,目标函数用来减小电压偏差。In the formula, N T is the number of time sections, N N is the total number of nodes in the system; V t,i is the voltage amplitude of node i in period t; is the maximum voltage threshold, is the minimum voltage threshold, when V t,i is not in the expected voltage range When , the objective function is used to reduce the voltage deviation.

(2)所述的系统潮流约束表示为(2) The system power flow constraints described in (2) are expressed as

式中,Ωb为支路的集合;Rji为支路ji的电阻,Xji为支路ji的电抗;It,ji为t时段节点j流向节点i的电流幅值;Vt,i为t时段节点i的电压幅值,Vt,j为t时段节点j的电压幅值;Pt,ij为t时段节点i流向节点j的有功功率,Qt,ij为t时段节点i流向节点j的无功功率;Pt,ik为t时段节点i流向节点k的有功功率,Qt,ik为t时段节点i流向节点k的无功功率;Pt,i为t时段节点i上注入的有功功率之和,为t时段节点i上分布式电源注入的有功功率,为t时段节点i上负荷消耗的有功功率,Qt,i为t时段节点i上注入的无功功率之和,为t时段节点i上分布式电源注入的无功功率,为t时段节点i上负荷消耗的无功功率。In the formula, Ω b is the set of branches; R ji is the resistance of branch ji, X ji is the reactance of branch ji; I t,ji is the amplitude of the current flowing from node j to node i in period t; V t,i is the voltage amplitude of node i in period t, V t,j is the voltage amplitude of node j in period t; P t,ij is the active power flowing from node i to node j in period t, Q t,ij is the flow direction of node i in period t The reactive power of node j; P t,ik is the active power flowing from node i to node k during t period, Q t,ik is the reactive power flowing from node i to node k during t period; P t,i is the The sum of the injected active power, is the active power injected by distributed power generation on node i in period t, is the active power consumed by the load on node i in period t, Q t,i is the sum of reactive power injected on node i in period t, is the reactive power injected by distributed power generation on node i in period t, is the reactive power consumed by the load on node i in period t.

(3)所述的系统运行约束表示为(3) The system operation constraints described in (3) are expressed as

式中,Vmax为系统电压允许的最大值,Vmin为系统电压允许的最小值;Imax为支路电流允许的最大值,Vt,i为t时段节点i的电压幅值,It,ij为t时段节点i流向节点j的电流幅值。In the formula, V max is the maximum value allowed by the system voltage, V min is the minimum value allowed by the system voltage; I max is the maximum value allowed by the branch current, V t,i is the voltage amplitude of node i during the t period, I t , ij is the magnitude of the current flowing from node i to node j in period t.

(4)所述的间歇式分布式电源运行约束表示为(4) The intermittent distributed power generation operation constraint is expressed as

式中,为节点i的间歇式分布式电源容量,为t时段节点i上间歇式分布式电源可提供的无功功率上限;为t时段节点i上间歇式分布式电源注入的有功功率,为t时段节点i上间歇式分布式电源注入的无功功率;Vt,i为t时段节点i的电压幅值,为间歇式分布式电源就地电压无功控制策略的表达式,存在调节死区 分别为就地电压无功控制策略的电压调节死区的最小值和最大值,在死区中,间歇式分布式电源产生的无功功率为0Var;下式构成间歇式分布式电源就地电压无功控制策略的表达式 In the formula, is the intermittent distributed power supply capacity of node i, is the upper limit of reactive power that the intermittent distributed power supply on node i can provide in period t; is the active power injected by intermittent distributed power generation on node i during t period, is the reactive power injected by intermittent distributed power generation on node i in period t; V t,i is the voltage amplitude of node i in period t, is the expression of the local voltage and reactive power control strategy of intermittent distributed power generation, There is a regulation dead zone with are the minimum and maximum values of the voltage regulation dead zone of the local voltage and reactive power control strategy, respectively. In the dead zone, the reactive power generated by the intermittent distributed power supply is 0Var; the following formula constitutes the local voltage of the intermittent distributed power supply Expression of reactive power control strategy

3)将有源配电网间歇式分布式电源就地电压无功控制策略整定模型中非线性目标函数和约束条件进行线性化转化,经转化后的步骤2)的模型为混合整数线性规划模型;包括:3) Linearize the nonlinear objective function and constraint conditions in the local voltage and reactive power control strategy setting model of the intermittent distributed power generation in the active distribution network, and the transformed model in step 2) is a mixed integer linear programming model ;include:

(1)采用Ut,i替换二次项将系统潮流约束和系统运行约束线性化:(1) Use U t,i to replace the quadratic term Linearize the system power flow constraints and system operating constraints:

(Vmin)2≤U2,t,i≤(Vmax)2 (15)(V min ) 2 ≤U 2,t,i ≤(V max ) 2 (15)

式中,Rij为支路ij的电阻,Xij为支路ij的电抗;It,ij为t时段节点i流向节点j的电流幅值;Vt,i为t时段节点i的电压幅值;Pt,ij为t时段节点i流向节点j的有功功率,Qt,ij为t时段节点i流向节点j的无功功率;Vmax为系统电压允许的最大值,Vmin为系统电压允许的最小值。In the formula, R ij is the resistance of branch ij, Xij is the reactance of branch ij; I t,ij is the current amplitude of node i flowing to node j in t period; V t,i is the voltage amplitude of node i in t period P t,ij is the active power flowing from node i to node j in period t, Q t,ij is the reactive power flowing from node i to node j in period t; V max is the maximum value allowed by the system voltage, and V min is the system voltage The minimum value allowed.

(2)目标函数中含有绝对值项用辅助变量At,i替换,并增加约束:(2) The objective function contains an absolute value term Replace with auxiliary variable A t,i and add constraints:

At,i≥0 (19)At t,i ≥ 0 (19)

式中,NT为时间断面数,NN为系统节点总数;为最大电压阈值,为最小电压阈值。In the formula, N T is the number of time sections, N N is the total number of system nodes; is the maximum voltage threshold, is the minimum voltage threshold.

(3)间歇式分布式电源就地电压无功控制策略的表达式为非线性表达式,采用分段线性化实现对的精确线性化;通过引入辅助变量at,i,n,n=1,2,…,6和dt,i,n,n=1,2,…,5,采用一系列线段来近似所定义的曲线,如下所示:(3) Expression of local voltage and reactive power control strategy for intermittent distributed power generation is a nonlinear expression, using piecewise linearization to realize the Exact linearization of ; by introducing auxiliary variables a t,i,n ,n=1,2,…,6 and d t,i,n ,n=1,2,…,5, approximated by a series of line segments The defined curves are as follows:

at,i,1≤dt,i,1,at,i,6≤dt,i,5 (22)a t,i,1 ≤d t,i,1 ,a t,i,6 ≤d t,i,5 (22)

at,i,n≤dt,i,n+dt,i,n-1,n=2,3,4,5 (23)a t,i,n ≤d t,i,n +d t,i,n-1 ,n=2,3,4,5 (23)

at,i,n≥0,dt,i,n∈{0,1} (24)a t,i,n ≥0,d t,i,n ∈{0,1} (24)

式中,at,i,n,n=1,2,…,6为连续变量,dt,i,n,n=1,2,,5为整数变量;分别为就地电压无功控制策略的电压调节死区的最小值和最大值;In the formula, a t,i,n ,n=1,2,...,6 are continuous variables, d t,i,n ,n=1,2,,5 are integer variables; with are the minimum and maximum values of the voltage regulation dead zone of the local voltage and reactive power control strategy;

引入辅助整数变量ci,1和ci,2将非线性乘积项线性化,则表示为:Introduce auxiliary integer variables c i,1 and c i,2 to convert the non-linear product term with Linearization is expressed as:

ci,1≤ci,2 (28)c i,1 ≤ c i ,2 (28)

其中,at,i,3ci,1和at,i,4ci,2是非线性乘积项,引入二进制变量li,1,m和li,2,m,m=0,1,…,4,分别表示at,i,3ci,1和at,i,4ci,2Among them, a t,i,3 c i,1 and a t,i,4 c i,2 are non-linear product terms, introduce binary variables l i,1,m and l i,2,m , m=0,1 ,…,4, represent a t,i,3 c i,1 and a t,i,4 c i,2 respectively:

引入辅助变量wt,i,1,m替换at,i,3li,1,m,辅助变量wt,i,2,m替换at,i,4li,2,m,并增加以下约束,其中取M为足够大的正实数:Introduce auxiliary variable w t,i,1,m to replace a t,i,3 l i,1,m , auxiliary variable w t,i,2,m to replace a t,i,4 l i,2,m , and Add the following constraints, where M is a sufficiently large positive real number:

at,i,3-(1-li,1,m)M≤wt,i,1,m≤at,i,3 (31)a t,i,3 -(1-l i,1,m )M≤w t,i,1,m ≤a t, i,3 (31)

0≤wt,i,1,m≤li,1,mM (32)0≤w t,i,1,m ≤l i,1,m M (32)

at,i,4-(1-li,2,m)M≤wt,i,2,m≤at,i,4 (33)a t,i,4 -(1-l i,2,m )M≤w t,i,2,m ≤a t, i,4 (33)

0≤wt,i,2,m≤li,2,mM (34)0≤w t,i,2,m ≤l i,2,m M (34)

(4)系统潮流约束和系统运行约束中含有将其在预测值点进行一阶泰勒展开,并增加约束:(4) The system power flow constraints and system operation constraints contain place it at the predicted value point Perform first-order Taylor expansion and add constraints:

式中,Ωb为支路的集合;Pt,ji为t时段节点j流向节点i的有功功率,Qt,ji为t时段节点j流向节点i的无功功率;Rji为支路ji的电阻,Xji为支路ji的电抗;Pt,i为t时段节点i上注入的有功功率之和,Qt,i为t时段节点i上注入的无功功率之和;Pt,ik为t时段节点i流向节点k的有功功率,Qt,ik为t时段节点i流向节点k的无功功率;Imax为支路电流允许的最大值。In the formula, Ω b is the set of branches; P t,ji is the active power flowing from node j to node i during t period, Q t,ji is the reactive power flowing from node j to node i during t period; R ji is the branch ji X ji is the reactance of branch ji; P t,i is the sum of active power injected on node i during t period, Q t,i is the sum of reactive power injected on node i during t period; P t, i ik is the active power flowing from node i to node k in period t, Q t,ik is the reactive power flowing from node i to node k in period t; I max is the maximum allowable branch current.

4)将混合整数线性规划模型采用混合整数线性规划求解工具进行求解;4) Solving the mixed integer linear programming model using a mixed integer linear programming solution tool;

5)输出步骤4)的求解结果,即间歇式分布式电源电压无功控制策略的相关参数。5) Output the solution result of step 4), that is, the relevant parameters of the intermittent distributed power supply voltage and reactive power control strategy.

本发明基于混合整数线性规划方法实现了有源配电网间歇式分布式电源就地电压无功控制策略整定方法的求解。The invention realizes the solution of the local voltage and reactive power control strategy setting method of the intermittent distributed power supply of the active distribution network based on the mixed integer linear programming method.

对于本本发明的实施例,首先输入IEEE 69节点系统中线路元件的阻抗值、负荷元件的有功功率基准值和功率因数、网络拓扑连接关系,算例结构如图1所示,详细参数见表1和表2;节点26接入一组光伏系统,容量为2MVA;节点50接入一组风机,容量为2MVA;各节点电压幅值(标幺值)的安全运行上下限分别为1.10和0.90;最后设置系统的基准电压为12.66kV、基准功率为1MVA。节点电压期望运行区间为0.95p.u.-1.05p.u.。For the embodiment of the present invention, first input the impedance value of the line element in the IEEE 69 node system, the active power reference value and power factor of the load element, and the connection relationship of the network topology, the structure of the calculation example is shown in Figure 1, and the detailed parameters are shown in Table 1 and Table 2; node 26 is connected to a group of photovoltaic systems with a capacity of 2MVA; node 50 is connected to a group of wind turbines with a capacity of 2MVA; the upper and lower limits of safe operation of the voltage amplitude (per unit value) of each node are 1.10 and 0.90 respectively; Finally, set the reference voltage of the system to 12.66kV and the reference power to 1MVA. The expected operating range of node voltage is 0.95p.u.-1.05p.u.

分别采用不使用控制手段与就地无功电压控制手段进行对比分析,方案I不使用控制手段,方案II采用就地电压无功控制模型,仿真结果见表3。The comparative analysis is carried out without using control means and on-site reactive power voltage control means. Scheme I does not use control means, and scheme II adopts the local voltage and reactive power control model. The simulation results are shown in Table 3.

执行优化计算的计算机硬件环境为Intel(R)Xeon(R)CPU E5-1620,主频为3.70GHz,内存为8GB;软件环境为Windows 7操作系统。The computer hardware environment for optimizing calculation is Intel(R) Xeon(R) CPU E5-1620, the main frequency is 3.70GHz, and the memory is 8GB; the software environment is Windows 7 operating system.

利用预测数据可以优化出间歇式分布式电源就地电压无功控制策略的相关参数,见图4a、图4b,然后间歇式分布式电源可以根据就地电压无功控制策略来实时调节其发出的无功补偿量,见图5,从而有效地减小电压偏差。由图6a、图6b和图7可以看出,当不使用控制手段时,高渗透率分布式电源的接入会导致剧烈的电压波动。采用间歇式分布式电源进行就地电压无功调节后,当节点电压越限时,间歇式分布式电源吸收无功功率;当节点电压较低时,间歇式分布式电源发出无功功率起到电压支撑的作用,从而使系统电压维持在一个理想的水平。当电压过高时,间歇式分布式电源只吸收无功功率用以降低电压水平,如图4a、图5和图6a所示。The relevant parameters of the local voltage and reactive power control strategy of the intermittent distributed power generation can be optimized by using the predicted data, as shown in Fig. 4a and Fig. 4b. The amount of reactive power compensation, as shown in Figure 5, can effectively reduce the voltage deviation. It can be seen from Fig. 6a, Fig. 6b and Fig. 7 that when no control means is used, the access of high-penetration distributed power will lead to severe voltage fluctuations. After the intermittent distributed power supply is used for on-site voltage reactive power adjustment, when the node voltage exceeds the limit, the intermittent distributed power supply absorbs reactive power; when the node voltage is low, the intermittent distributed power supply emits reactive power to reach the voltage The role of support, so that the system voltage is maintained at an ideal level. When the voltage is too high, the intermittent distributed power generation only absorbs reactive power to reduce the voltage level, as shown in Figure 4a, Figure 5 and Figure 6a.

表1 IEEE 69节点算例负荷接入位置及功率Table 1 Load connection position and power of IEEE 69 node example

表2 IEEE 69节点算例线路参数Table 2 IEEE 69 node calculation line parameters

表3不同控制策略下的仿真结果比较Table 3 Comparison of simulation results under different control strategies

控制策略Control Strategy 电压最小值/p.u.Voltage min/p.u. 电压最大值/p.u.Maximum voltage/p.u. I.不使用控制策略I. Not using control strategies 0.92980.9298 1.08361.0836 II.就地控制策略II. Local Control Strategies 0.95010.9501 1.07941.0794

Claims (6)

1. a kind of batch (-type) distributed power source voltage & var control strategy setting method on the spot, it is characterised in that including following step Suddenly:
1) according to selected distribution system, incoming line parameter, load level, network topology annexation, system operation voltage Constraint and branch current limitation, the type of batch (-type) distributed power source, on-position, capacity and parameter, in the running optimizatin cycle The initial value of load and batch (-type) distributed power source operation characteristic prediction curve, system reference voltage and reference power;
2) according to step 1) the distribution system structure and parameter that provide, it is considered to the sequential that batch (-type) distributed power source is exerted oneself with load Characteristic, voltage & var control strategy is adjusted model on the spot to set up active power distribution network batch (-type) distributed power source, including:Choose root section Point is balance nodes, sets the active minimum object function of power distribution system voltage deviation sum, consider respectively system load flow constraint, System operation constraint, the operation constraint of batch (-type) distributed power source;
3) by active power distribution network batch (-type) distributed power source, voltage & var control strategy is adjusted Nonlinear Parameter letter in model on the spot Number and constraints carry out linearisation conversion, it is inverted after step 2) model be MILP model;
4) MILP model is solved into instrument using MILP to be solved;
5) export step 4) solving result, i.e. the relevant parameter of batch (-type) distributed power source voltage & var control strategy.
2. batch (-type) distributed power source according to claim 1 voltage & var control strategy setting method, its feature on the spot Be, step 2) described in the active minimum object function of power distribution system voltage deviation sum be expressed as follows:
Or
In formula, NTFor when discontinuity surface number, NNIt is system node sum;Vt,iIt is the voltage magnitude of t period node is;It is maximum Voltage threshold,It is minimum voltage threshold, works as Vt,iVoltage range is not being expectedWhen, object function is used for subtracting Small voltage deviation.
3. batch (-type) distributed power source according to claim 1 voltage & var control strategy setting method, its feature on the spot Be, step 2) described in system load flow constraint representation be
Σ j i ∈ Ω b ( P t , j i - R j i I t , j i 2 ) + P t , i = Σ i k ∈ Ω b P t , i k - - - ( 2 )
Σ j i ∈ Ω b ( Q t , j i - X j i I t , j i 2 ) + Q t , i = Σ i k ∈ Ω b Q t , i k - - - ( 3 )
V t , i 2 - V t , j 2 + ( R i j 2 + X i j 2 ) I t , i j 2 = 2 ( R i j P t , i j + X i j Q t , i j ) - - - ( 4 )
I t , i j 2 V t , i 2 = P t , i j 2 + Q t , i j 2 - - - ( 5 )
P t , i = P t , i D G - P t , i L O A D - - - ( 6 )
Q t , i = Q t , i D G - Q t , i L O A D - - - ( 7 )
In formula, ΩbIt is the set of branch road;RjiIt is the resistance of branch road ji, XjiIt is the reactance of branch road ji;It,jiFor t period nodes j flows To the current amplitude of node i;Vt,iIt is the voltage magnitude of t period node is, Vt,jIt is the voltage magnitude of t period nodes j;Pt,ijIt is t Period node i flows to the active power of node j, Qt,ijThe reactive power of node j is flowed to for t period node is;Pt,ikIt is the t periods Point i flows to the active power of node k, Qt,ikThe reactive power of node k is flowed to for t period node is;Pt,iFor in t period node is The active power sum of injection,It is the active power of distributed power source injection in t period node is,It is the t periods The active power of load consumption, Q on point it,iIt is the reactive power sum injected in t period node is,It is t period node is The reactive power of upper distributed power source injection,It is the reactive power of load consumption in t period node is.
4. batch (-type) distributed power source according to claim 1 voltage & var control strategy setting method, its feature on the spot Be, step 2) described in system operation constraint representation be
( V m i n ) 2 ≤ V t , i 2 ≤ ( V m a x ) 2 - - - ( 8 )
I t , i j 2 ≤ ( I m a x ) 2 - - - ( 9 )
In formula, VmaxIt is the maximum that system voltage is allowed, VminFor the minimum value that system voltage is allowed;ImaxFor branch current is permitted Perhaps maximum, Vt,iIt is the voltage magnitude of t period node is, It,ijThe current amplitude of node j is flowed to for t period node is.
5. batch (-type) distributed power source according to claim 1 voltage & var control strategy setting method, its feature on the spot Be, step 2) described in batch (-type) distributed power source operation constraint representation be
Q t , i D G , m a x = ( S i D G ) 2 - ( P t , i D G ) 2 - - - ( 10 )
In formula,It is the batch (-type) distributed power source capacity of node i,It is batch (-type) distributed electrical in t period node is The available reactive power upper limit in source;It is the active power of batch (-type) distributed power source injection in t period node is,For The reactive power of batch (-type) distributed power source injection in t period node is;Vt,iIt is the voltage magnitude of t period node is,For The expression formula of batch (-type) distributed power source voltage & var control strategy on the spot,In the presence of regulation dead band [Vi DG,min,Vi DG ,max], Vi DG,minAnd Vi DG,maxThe respectively minimum value and maximum in the voltage-regulation dead band of voltage & var control strategy on the spot, In dead band, the reactive power that batch (-type) distributed power source is produced is 0Var;Following formula constitutes batch (-type) distributed power source with regard to ground voltage The expression formula of idle control strategy
6. batch (-type) distributed power source according to claim 1 voltage & var control strategy setting method, its feature on the spot It is, step 3) include:
(1) U is usedt,iReplace quadratic termSystem load flow constraint and system operation are constrained into linearisation:
U t , i - U t , j + ( R i j 2 + X i j 2 ) I t , i j 2 = 2 ( R i j P t , i j + X i j Q t , i j ) - - - ( 13 )
I t , i j 2 U t , i = P t , i j 2 + Q t , i j 2 - - - ( 14 )
(Vmin)2≤U2,t,i≤(Vmax)2 (15)
In formula, RijIt is the resistance of branch road ij, XijIt is the reactance of branch road ij;It,ijThe electric current width of node j is flowed to for t period node is Value;Vt,iIt is the voltage magnitude of t period node is;Pt,ijThe active power of node j, Q are flowed to for t period node ist,ijIt is the t periods Point i flows to the reactive power of node j;VmaxIt is the maximum that system voltage is allowed, VminFor the minimum value that system voltage is allowed;
(2) absolute value term is contained in object functionUse auxiliary variable At,iReplace, and increase constraint:
min f = Σ t = 1 N T Σ i = 1 N N A t , i - - - ( 16 )
A t , i ≥ U t , i - ( V t h r max ) 2 - - - ( 17 )
A t , i ≥ - U t , i + ( V t h r min ) 2 - - - ( 18 )
At,i≥0 (19)
In formula, NTFor when discontinuity surface number, NNIt is system node sum;It is maximum voltage threshold,It is minimum voltage threshold Value;
(3) expression formula of batch (-type) distributed power source voltage & var control strategy on the spotBe non-linear expressions, using point It is right that section linearisation is realizedExact linearization method;By introducing auxiliary variable at,i,n, n=1,2 ..., 6 and dt,i,n, n=1, 2 ..., 5, using a series of line segments come approximateDefined curve, it is as follows:
V t , i = 0.9 a t , i , 2 + a t , i , 3 V i D G , m i n + a t , i , 4 V i D G , m a x + 1.1 a t , i , 5 + 2 a t , i , 6 - - - ( 20 )
at,i,1≤dt,i,1,at,i,6≤dt,i,5 (22)
at,i,n≤dt,i,n+dt,i,n-1, n=2,3,4,5 (23)
at,i,n≥0,dt,i,n∈{0,1} (24)
Σ n = 1 6 a t , i , n = 1 , Σ n = 1 5 d t , i , n = 1 - - - ( 25 )
In formula, at,i,n, n=1,2 ..., 6 is continuous variable, dt,i,n, n=1,2 ..., 5 is integer variable;Vi DG,minAnd Vi DG,max The respectively minimum value and maximum in the voltage-regulation dead band of voltage & var control strategy on the spot;
Introduce auxiliary integer variable ci,1And ci,2By non-linear product term at,i,3Vi DG,minAnd at,i,4Vi DG,maxLinearisation, then it represents that For:
at,i,3Vi DG,min=0.90at,i,3+0.01at,i,3ci,1,0≤ci,1≤20 (26)
at,i,4Vi DG,max=0.90at,i,4+0.01at,i,4ci,2,0≤ci,a≤20 (27)
ci,1≤ci,2 (28)
Wherein, at,i,3ci,1And at,i,4ci,2It is non-linear product term, introduces binary variable li,1,mAnd li,2,m, m=0,1 ..., 4, a is represented respectivelyt,i,3ci,1And at,i,4ci,2
a t , i , 3 c i , 1 = Σ m = 0 4 2 m a t , i , 3 l i , 1 , m - - - ( 29 )
a t , i , 4 c i , 2 = Σ m = 0 4 2 m a t , i , 4 l i , 2 , m - - - ( 30 )
Introduce auxiliary variable wt,i,1,mReplace at,i,3li,1,m, auxiliary variable wt,i,2,mReplace at,i,4li,2,m, and increase following constraint, It is sufficiently large arithmetic number wherein to take M:
at,i,3-(1-li,1,m)M≤wt,i,1,m≤at,i,3 (31)
0≤wt,i,1,m≤li,1,mM (32)
at,i,4-(1-li,2,m)M≤wt,i,2,m≤at,i,4 (33)
0≤wt,i,2,m≤li,2,mM (34)
(4) contain in system load flow constraint and system operation constraintBy it in predicted value pointCarry out First order Taylor launches, and increases constraint:
h t , i j ≈ [ 2 P t , i j P t , i j 0 + 2 Q t , i j Q t , i j 0 - ( P t , i j 0 ) 2 - ( Q t , i j 0 ) 2 ] / ( V t , i j 0 ) 2 - - - ( 35 )
Σ j i ∈ Ω b ( P t , j i - R j i h t , i j ) + P t , i = Σ i k ∈ Ω b P t , i k - - - ( 36 )
Σ j i ∈ Ω b ( Q t , j i - X j i h t , j i ) + Q t , i = Σ i k ∈ Ω b Q t , i k - - - ( 37 )
ht,ij≤(Imax)2 (38)
U t , i = U t , j + 2 ( R i j P t , i j + X i j Q t , i j ) - ( R i j 2 + X i j 2 ) h t , i j - - - ( 39 )
In formula, ΩbIt is the set of branch road;Pt,jiThe active power of node i, Q are flowed to for t period nodes jt,jiIt is t period nodes j Flow to the reactive power of node i;RjiIt is the resistance of branch road ji, XjiIt is the reactance of branch road ji;Pt,iTo be injected in t period node is Active power sum, Qt,iIt is the reactive power sum injected in t period node is;Pt,ikFor t period node is flow to node k Active power, Qt,ikThe reactive power of node k is flowed to for t period node is;ImaxFor the maximum that branch current is allowed.
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