CN109638870B - A camera configuration method for UHV DC transmission end power grid - Google Patents
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Abstract
本发明属于电网运行与控制技术领域,特别涉及一种特高压直流送端电网的调相机配置方法,具体是一种特高压直流送端系统电网的调相机配置方法。本发明包括:获取特高压直流送端电网的运行参数;确定调相机的配置数量;进行特高压直流送端电网的无功和电压灵敏度分析,得出调相机配置位置的初选集合;采用人工蜂群算法,进行调相机配置策略计算;得出特高压直流送端电网调相机配置方案。本发明能够更有效的实现调相机在特高压直流送端电网的有效配置,提高电网电压运行稳定性,为特高压直流输电系统的运行和控制提供技术依据和实用化方法。随着特高压交直流输电系统的增多,无功优化配置策略的开发必然具有较大需求,具有较好的商业开发前景。
The invention belongs to the technical field of power grid operation and control, and in particular relates to a configuration method for a phase controller of an ultra-high voltage direct current transmission end power grid, in particular to a method for configuring a phase controller of an ultra-high voltage direct current transmission end system power grid. The invention includes: acquiring the operation parameters of the UHV DC transmission end power grid; determining the configuration quantity of the inverters; analyzing the reactive power and voltage sensitivity of the UHV DC transmission end grid to obtain a primary selection set of configuration positions of the inverters; The worker bee colony algorithm is used to calculate the configuration strategy of the camera; The invention can more effectively realize the effective configuration of the condenser in the UHV DC transmission end power grid, improve the voltage operation stability of the power grid, and provide a technical basis and a practical method for the operation and control of the UHV DC power transmission system. With the increase of UHV AC and DC transmission systems, the development of reactive power optimization allocation strategy must have greater demand and good commercial development prospects.
Description
技术领域technical field
本发明属于电网运行与控制技术领域,特别涉及一种特高压直流送端电网的调相机配置方法,具体是一种特高压直流送端系统电网的调相机配置方法。The invention belongs to the technical field of power grid operation and control, and in particular relates to a configuration method for a phase controller of an ultra-high voltage direct current transmission end power grid, in particular to a method for configuring a phase controller of an ultra-high voltage direct current transmission end system power grid.
背景技术Background technique
我国一次能源与负荷呈逆向分布,为满足清洁能源送出、负荷中心电力供应、节能减排等方面的迫切需求,国家电网大力发展适于远距离、大容量输电的特高压交、直流技术。特高压交直流输电工程定位与大型能源基地的远距离、大容量外送,成为缓解中国能源资源与经济布局矛盾的主要途径。目前,我国正处在特高压电网发展过渡期,随着特高压交直流工程的相继投产,特高压交直流混联电网已初具规模。my country's primary energy and load are distributed inversely. In order to meet the urgent needs of clean energy transmission, load center power supply, energy conservation and emission reduction, State Grid vigorously develops UHV AC and DC technologies suitable for long-distance, large-capacity power transmission. The positioning of UHV AC and DC transmission projects and the long-distance and large-capacity delivery of large-scale energy bases have become the main ways to alleviate the contradiction between China's energy resources and economic layout. At present, my country is in the transition period of UHV power grid development. With the successive commissioning of UHV AC and DC projects, the UHV AC and DC hybrid grid has begun to take shape.
特高压直流输电系统在电压稳定运行问题上面临较多问题,特高压直流输电系统输电容量巨大,一旦发生双极闭锁事故,系统将遭受巨大扰动,造成大范围暂态电压升高,风电脱网;另一方面,直流输电系统本身在正常运行时消耗系统大量无功,系统中需要大量无功电源支撑。随着风电装机和并网容量的不断增加,特高压直流输电系统的电压安全稳定运行受到严重挑战。The UHVDC transmission system faces many problems in the stable operation of the voltage. The transmission capacity of the UHVDC transmission system is huge. Once a bipolar blocking accident occurs, the system will suffer huge disturbances, resulting in a large-scale transient voltage rise and wind power off-grid. On the other hand, the DC transmission system itself consumes a lot of reactive power during normal operation, and the system needs a lot of reactive power support. With the continuous increase of wind power installed capacity and grid-connected capacity, the safe and stable operation of UHVDC transmission system is seriously challenged.
解决问题的关键是如何对电网进行动态无功补偿的配置,传统的无功补偿设备,如电容器、电抗器等只能做为静态无功补偿设备,而基于现代电力电子技术的各种动态无功补偿设备,在系统需要无功支撑的时候,往往性能受母线电压影响。调相机做为经典的动态无功调节设备,从成小和性能上都具有优势,在特高压直流电网中,具有广阔的应用前景。The key to solving the problem is how to configure dynamic reactive power compensation for the power grid. Traditional reactive power compensation equipment, such as capacitors and reactors, can only be used as static reactive power compensation equipment, while various dynamic reactive power compensation equipment based on modern power electronic technology. When the system needs reactive power support, the performance of power compensation equipment is often affected by the bus voltage. As a classic dynamic reactive power regulation device, the controller has advantages in terms of small size and performance, and has broad application prospects in UHV DC power grids.
在我国,调相机应用历史比较悠久,后来随着电力电子装置技术的成熟和调相机设备老化,静止型动态无功补偿装置,SVC、STATCOM等逐渐替代了调相机的应用,在厂网分家后,调相机在电网中的应用就没有发展。但随着特高压直流工程的实施,送端工频过电压控制、受端电网连锁反映和换相失败的危害逐渐增大,受电压影响出力的SVC、STATCOM等动态无功补偿设备对于次暂态出力需求,预防换相失败及暂态下的快速大容量无功需求,协助直流快速恢复,响应能力不足,而调相机的进相能力、次暂态出力特性及强励能力则正好能符合上述需求。In my country, the application of the camera has a long history. Later, with the maturity of the power electronic device technology and the aging of the camera equipment, the static dynamic reactive power compensation device, SVC, STATCOM, etc. gradually replaced the application of the camera. Since then, the application of the modulator in the power grid has not been developed. However, with the implementation of the UHV DC project, the hazards of power frequency overvoltage control at the sending end, cascading reflection of the receiving end grid and commutation failure have gradually increased. state output requirements, prevent commutation failure and rapid large-capacity reactive power requirements under transient conditions, assist DC rapid recovery, and have insufficient response capability, while the phase advance capability, sub-transient output characteristics and strong excitation capability of the camera just meet the requirements the above requirements.
发明内容SUMMARY OF THE INVENTION
针对上述现有技术中存在的问题,本发明提供一种特高压直流送端电网的调相机配置方法,其目的在于通过配置调相机解决现有技术中特高压直流输电系统运行技术存在的上述问题,通过建立特高压直流电网的电压稳定评价指标和调相机的优化配置策略,来提高特高压直流送端电网的电压稳定性。In view of the above problems in the prior art, the present invention provides a method for configuring a phase conditioner for a UHVDC transmission-end power grid, the purpose of which is to solve the above problems existing in the operation technology of the UHVDC power transmission system in the prior art by configuring the phase controller. , by establishing the voltage stability evaluation index of the UHVDC grid and the optimal configuration strategy of the inverter, to improve the voltage stability of the UHVDC transmission end grid.
本发明解决其技术问题所采用的技术方案是:The technical scheme adopted by the present invention to solve its technical problems is:
一种特高压直流送端电网的调相机配置方法,是在特高压直流送端电网中,基于系统的电压动态特性,通过调相机的优化配置,来实现特高压直流输电系统电压的稳定运行,包括以下步骤:A method for configuring a camera at the transmission end of an ultra-high voltage DC power grid is to realize the stable operation of the voltage of the ultra-high voltage DC transmission system by optimizing the configuration of the camera based on the dynamic characteristics of the voltage of the system in the power grid at the transmission end of the ultra-high voltage DC. Include the following steps:
步骤一.获取特高压直流送端电网的运行参数;Step 1. Obtain the operating parameters of the UHV DC transmission end power grid;
步骤二.确定调相机的配置数量;Step 2. Determine the configuration quantity of the camera;
步骤三.进行特高压直流送端电网的无功和电压灵敏度分析,得出调相机配置位置的初选集合;Step 3. Carry out the reactive power and voltage sensitivity analysis of the UHV DC transmission end power grid, and obtain the primary selection set of the configuration position of the modulator;
步骤四.采用人工蜂群算法,进行调相机配置策略计算;Step 4. Use the artificial bee colony algorithm to calculate the camera configuration strategy;
步骤五.得出特高压直流送端电网调相机配置方案。Step 5. Obtain the configuration scheme of the UHV DC transmission end grid regulator.
所述步骤三.进行特高压直流送端电网的无功和电压灵敏度分析,得出调相机配置位置的初选集合,包括:The step 3. Carry out reactive power and voltage sensitivity analysis of the UHV DC transmission end power grid, and obtain a primary selection set of configuration positions of the modulator, including:
a.计算无功功率注入点与直流换流站交流母线电压的灵敏度;a. Calculate the sensitivity of the reactive power injection point and the AC bus voltage of the DC converter station;
b.计算无功功率注入点与送端系统关键节点母线电压的灵敏度;b. Calculate the sensitivity of the reactive power injection point and the bus voltage of the key node of the sending end system;
c.计算无功功率注入点与风电场群接入点母线电压的灵敏度;c. Calculate the sensitivity of the bus voltage between the reactive power injection point and the access point of the wind farm group;
d.根据灵敏度计算结果,选取灵敏度值较大的位置做为调相机配置的初选位置。d. According to the calculation result of sensitivity, select the position with larger sensitivity value as the primary position for camera configuration.
所述步骤四.采用人工蜂群算法,进行调相机配置策略计算,包括:Described step 4. Adopt artificial bee colony algorithm, carry out the adjustment camera configuration strategy calculation, including:
(1)初始化调相机的配置策略,即初始蜂群,随机给出蜜蜂的个数,迭代次数和单蜂最大采集次数;(1) Initialize the configuration strategy of the camera, that is, the initial bee colony, and randomly give the number of bees, the number of iterations and the maximum number of collections for a single bee;
(2)建立评价指标和评价函数;(2) Establish evaluation indicators and evaluation functions;
(3)进行蜜源计算,将适应度最好的蜂作为引领蜂,将适应度较低的蜂作为跟随蜂;(3) Calculate the nectar source, take the bee with the best fitness as the leader bee, and the bee with lower fitness as the follower bee;
(4)进行蜜源位置替换;(4) Replace the location of the nectar source;
(5)通过判断引领蜂和蜜源的优劣,将适应度好的一般蜂群设置为引领蜂,若没有达到搜索次数限制,返回步骤(2),继续搜索蜜源;(5) By judging the pros and cons of the leading bee and the nectar source, the general bee colony with good fitness is set as the leading bee, if the search times limit is not reached, return to step (2), and continue to search for the nectar source;
(6)若达到搜索次数限制,输出当前的最优蜜源位置,即调相机的最优配置策略;(6) If the search times limit is reached, output the current optimal nectar source position, that is, the optimal configuration strategy of the camera;
所述步骤一中,特高压直流送端电网是指由正负800千伏特高压直流输电系统、500千伏交流电网、火电厂、水电厂和大量风电并网电源所组成的复杂送端电网电力外送系统;In the step 1, the UHV DC transmission end grid refers to the complex transmission end grid power consisting of a plus or minus 800kV UHV DC transmission system, a 500kV AC grid, a thermal power plant, a hydropower plant and a large number of wind power grid-connected power sources. delivery system;
所述获取特高压直流送端电网的运行参数是电网网架结构参数、输电线路参数、直流输电系统参数、火力发电机组参数、水力发电机组参数以及风电机组参数电网计算和控制所需要的参数。The obtained operation parameters of the UHV DC transmission end power grid are grid structure parameters, transmission line parameters, DC power transmission system parameters, thermal power generating set parameters, hydropower generating set parameters and parameters required for grid calculation and control of wind power generating set parameters.
所述步骤三中,进行特高压直流送端电网的无功和电压灵敏度分析是指按如下公式计算无功功率注入对母线电压的灵敏度:In the third step, the reactive power and voltage sensitivity analysis of the UHVDC transmission end grid refers to calculating the sensitivity of reactive power injection to the bus voltage according to the following formula:
F(X,T,C)=0和F(X, T, C) = 0 and
其中,F为电网的功率平衡方程;X为电网的状态向量,包括节点母线的电压幅值和相角等;T为电网的控制变量,包括各节点母线的有功、无功注入功率;C为电网的常数参数,如线路的导纳;V为某一灵敏度待求母线电压;Q为某一节点母线无功注入功率;F为电网的功率平衡方程;X为电网的状态向量,包括节点母线的电压幅值和相角等;T为电网的控制变量。Among them, F is the power balance equation of the power grid; X is the state vector of the power grid, including the voltage amplitude and phase angle of the node bus; T is the control variable of the power grid, including the active and reactive injection power of each node bus; C is the Constant parameters of the power grid, such as the admittance of the line; V is the bus voltage of a certain sensitivity to be determined; Q is the reactive injection power of the bus at a certain node; F is the power balance equation of the power grid; X is the state vector of the power grid, including the node bus The voltage amplitude and phase angle, etc.; T is the control variable of the power grid.
所述建立评价指标和评价函数是指在直流系统双极闭锁故障发生后,评价各主要母线电压上升的指标评价指标,具体按如下公式计算:The establishment of the evaluation index and the evaluation function refers to the index evaluation index for evaluating the voltage rise of each main bus after the bipolar blocking fault of the DC system occurs, which is specifically calculated according to the following formula:
其中,FV为评价指标函数;VL为换流站交流母线电压;VL 0为换流站交流母线电压初始量;VLmax为换流站交流母线电压最大限值;VBi为某一电网关键节点母线电压;VBi 0为某一电网关键节点母线电压初始量;为某一电网关键节点母线电压最大限值;VWi为某一风并网节点母线电压;VWi 0为某一风并网节点母线电压初始量;VWimax为某一风并网节点母线电压最大限值;ω为权重系数;NB为某一电网关键节点的个数,NW为某一风并网节点的个数,i为节点。Among them, F V is the evaluation index function; VL is the AC bus voltage of the converter station; VL 0 is the initial value of the AC bus voltage of the converter station; VLmax is the maximum limit of the AC bus voltage of the converter station; V Bi is a certain The busbar voltage of the key node of the power grid; V Bi 0 is the initial value of the busbar voltage of a key node of the power grid; is the maximum limit value of the busbar voltage of a certain key node of the power grid; VWi is the busbar voltage of a certain wind grid-connected node; V Wi 0 is the initial value of the busbar voltage of a certain wind grid-connected node; V Wimax is the maximum bus voltage of a certain wind grid-connected node Limit; ω is the weight coefficient; N B is the number of key nodes in a grid, N W is the number of wind grid-connected nodes, and i is the node.
所述进行蜜源计算,将适应度最好的蜂作为引领蜂,将适应度较低的蜂作为跟随蜂指:蜜蜂通过交叉搜索寻找蜜源,生成新的个体。The honey source calculation is performed, and the bee with the best fitness is used as the leader bee, and the bee with lower fitness is used as the follower bee finger: the bee searches for the honey source through cross-searching, and generates a new individual.
所述进行蜜源位置替换是指按如下规则进行:The replacement of the location of the honey source refers to the following rules:
选择规则为:The selection rules are:
式中,Pi为蜜源被选中采蜜的概率;fit(xi)为蜜源的适应度函数;N为蜜源的位置的个数,i为蜜源的位置。In the formula, P i is the probability that the nectar source is selected for honey collection; fit( xi ) is the fitness function of the nectar source; N is the number of nectar source locations, and i is the nectar source location.
所述灵敏度计算,是由于直流输电系统通过换流变压器与换流站交流母线相连,直流输电系统控制方式和控制参数的变化会影响到交流系统母线电压的变化,特别是换流站母线电压;采用解耦算法对交直流系统电压灵敏度因子进行分析;将直流系统等效成与相应换流器有功和无功等值的负荷,求得交流系统电压对换流器功率的灵敏度,简化计算过程同时保证结果的准确性;The sensitivity calculation is because the DC transmission system is connected to the AC bus of the converter station through the converter transformer, and the change of the control mode and control parameters of the DC transmission system will affect the change of the bus voltage of the AC system, especially the bus voltage of the converter station; The decoupling algorithm is used to analyze the voltage sensitivity factor of the AC-DC system; the DC system is equivalent to a load equivalent to the active and reactive power of the corresponding converter, the sensitivity of the AC system voltage to the converter power is obtained, and the calculation process is simplified. At the same time ensure the accuracy of the results;
按上述方式处理,交直流混合输电系统节点电压对传输功率的灵敏度求解重新转换为纯交流系统问题;首先设节点母线功率为控制变量Tac如下式所示,其中Pa和Qa分别表示交流系统传输的有功和无功功率,Pd和Qd分别表示直流系统的有功和无功功率;According to the above method, the sensitivity of the node voltage to the transmission power of the AC-DC hybrid transmission system is re-transformed into a pure AC system problem; first, the node bus power is set as the control variable T ac as shown in the following formula, where P a and Q a represent AC, respectively The active and reactive power transmitted by the system, P d and Q d represent the active and reactive power of the DC system, respectively;
Tac=[Pa,Pd,Qa,Qd]T ac =[P a , P d , Q a , Q d ]
设AC输电系统电压幅值和相角为状态变量表示为Xac,该状态变量包括换流站交流母线,则交直流输电系统潮流方程式改写为:Assuming that the voltage amplitude and phase angle of the AC transmission system are state variables denoted as X ac , and the state variables include the AC bus of the converter station, the power flow equation of the AC and DC transmission system is rewritten as:
式中:P(Xac)、Q(Xac)表示根据电压计算得到的节点注入有功功率和无功功率;那么,控制变量Tac对状态变量Xac的灵敏度矩阵如下:In the formula: P(X ac ), Q(X ac ) represent the active power and reactive power injected into the node calculated according to the voltage; then, the sensitivity matrix of the control variable T ac to the state variable X ac is as follows:
式中:Jf表示AC/DC混合输电系统潮流计算时的雅可比矩阵,由此可得节点电压对节点母线功率的灵敏度矩阵;In the formula: J f represents the Jacobian matrix in the power flow calculation of the AC/DC hybrid transmission system, from which the sensitivity matrix of the node voltage to the node bus power can be obtained;
节点电压对节点母线功率的灵敏度矩阵; Sensitivity matrix of node voltage to node bus power;
Xac:AC输电系统电压幅值和相角为状态变量;X ac : The voltage amplitude and phase angle of the AC transmission system are state variables;
Tac:节点母线功率;T ac : node bus power;
fac:交直流输电系统潮流方程式。f ac : power flow equation for AC and DC transmission systems.
所述人工蜂群算法是模仿蜜蜂行为提出的一种优化方法,是集群智能思想的一个具体应用,不需要了解问题的特殊信息,只需要对问题进行优劣的比较,通过各人工蜂个体的局部寻优行为,最终在群体中使全局最优值突现出来,有着较快的收敛速度;The artificial bee colony algorithm is an optimization method proposed by imitating the behavior of bees. It is a specific application of the swarm intelligence idea. It does not need to know the special information of the problem, but only needs to compare the pros and cons of the problem. The local optimization behavior finally makes the global optimal value emerge in the group, and has a faster convergence speed;
蜂群产生群体智慧的最小搜索模型包含基本的三个组成要素:食物源、被雇佣的蜜蜂和未被雇佣的蜜蜂;两种最为基本的行为模型:为食物源招募蜜蜂和放弃某个食物源;在群体智慧的形成过程中,蜜蜂间交换信息是最为重要的一环;舞蹈区是蜂巢中最为重要的信息交换地;蜜蜂的舞蹈叫做摇摆舞;食物源的信息在舞蹈区通过摇摆舞的形式与其他蜜蜂共享,引领蜂通过摇摆舞的持续时间等来表现食物源的收益率,故跟随蜂可以观察到大量的舞蹈并依据收益率来选择到哪个食物源采蜜;收益率与食物源被选择的可能性成正比;因而,蜜蜂被招募到某一个食物源的概率与食物源的收益率成正比;The minimal search model for bee colonies to generate swarm intelligence consists of three basic elements: food source, employed bees and unemployed bees; two most basic behavioral models: recruiting bees for a food source and giving up a food source ;In the formation of swarm intelligence, the exchange of information between bees is the most important part; the dance area is the most important place for information exchange in the hive; the dance of bees is called swing dance; the information of food sources is transmitted through the swing dance in the dance area. The form is shared with other bees, and the leading bee expresses the yield of the food source through the duration of the swing dance, so the following bees can observe a large number of dances and choose which food source to collect honey according to the yield; yield and food source is proportional to the probability of being selected; thus, the probability of bees being recruited to a food source is proportional to the yield of the food source;
采用人工蜂群算法来求解调相机配置策略的具体步骤如下:The specific steps of using the artificial bee colony algorithm to solve the camera configuration strategy are as follows:
(1)给人工蜂群算法种的各参数进行赋值,如种群大小,雇用蜂数,观察蜂数,侦查蜂数,局部最大搜索次数,迭代次数,解的纬度;(1) Assign values to the parameters of the artificial bee colony algorithm, such as population size, the number of employed bees, the number of observed bees, the number of reconnaissance bees, the maximum number of local searches, the number of iterations, and the latitude of the solution;
(2)通过随机数随即生成一半种群数量的个解,计算各个解的适应度值;即计算各初始调相机配置情况下的电压稳定指标;(2) A solution with half the population number is randomly generated by random numbers, and the fitness value of each solution is calculated; that is, the voltage stability index under the configuration of each initial modulator is calculated;
(3)将蜂群算法中迭代次数变量赋值为1;(3) Assign the number of iterations variable in the bee colony algorithm to 1;
(4)遍历之前所有的解,并且对每个解都要执行以下步骤(5)-(8);(4) Traverse all the previous solutions, and perform the following steps (5)-(8) for each solution;
(5)在该解所在的领域范围内发现新解;(5) Discover new solutions within the domain where the solution is located;
(6)计算新解的适应度值;(6) Calculate the fitness value of the new solution;
(7)比较新解和原来解,保留适应度高的解;(7) Compare the new solution with the original solution, and retain the solution with high fitness;
(8)如原有解未更新,局部搜索次数加1;若已更新,局部搜索次数置0;(8) If the original solution has not been updated, the number of local searches is increased by 1; if it has been updated, the number of local searches is set to 0;
(9)计算蜂群算法中观察蜂选择跟随各个雇用蜂的概率值;(9) Calculate the probability value that the observed bee chooses to follow each employed bee in the bee colony algorithm;
(10)根据计算概率,随机选择一个解,并且在该解周围进行局部搜索,发现新解,计算适应度,根据适应度的大小来选择保留还是更新;(10) According to the calculated probability, randomly select a solution, and perform a local search around the solution, find a new solution, calculate the fitness, and choose whether to retain or update according to the size of the fitness;
(11)对算法内的所有解进行遍历,看是否达到最大搜索次数;如果达到,放弃该解,生成新解来代替;(11) Traverse all solutions in the algorithm to see if the maximum number of searches is reached; if so, give up the solution and generate a new solution instead;
(12)将当前找到的最优解记录;(12) Record the currently found optimal solution;
(13)每执行一次循环加1;(13) Add 1 every time the loop is executed;
(14)判断是否达到最大循环次数设定值,没达到转步骤(4);达到,结束算法,当前记录即位全局最优解。(14) Judging whether the set value of the maximum number of cycles has been reached, and the step (4) has not been reached; when it is reached, the algorithm is ended, and the current record is the global optimal solution.
与现有技术相比,本发明的有益效果为:Compared with the prior art, the beneficial effects of the present invention are:
本发明能够更有效的实现调相机在特高压直流送端电网的有效配置,提高电网电压运行稳定性,为特高压直流输电系统的运行和控制提供技术依据和实用化方法。The invention can more effectively realize the effective configuration of the condenser in the UHV DC transmission end power grid, improve the stability of the grid voltage operation, and provide technical basis and practical method for the operation and control of the UHV DC power transmission system.
本发明考虑直流输电系统严重故障后系统电压的动态过程,能够更有效和可靠的进行调相机的配置策略,为特高压直流电网的电压运行和控制提供技术依据和实用方法。The invention considers the dynamic process of the system voltage after the severe fault of the direct current transmission system, can more effectively and reliably carry out the configuration strategy of the phase control, and provides technical basis and practical method for the voltage operation and control of the ultra-high voltage direct current power grid.
本发明基于直流系统严重故障和灵敏度分析,建立电压动态评价指标,采用人工蜂群算法进行求解,从而较大的提高了调相机配置策略的可靠性和实用性。Based on the serious fault and sensitivity analysis of the DC system, the invention establishes the voltage dynamic evaluation index, and adopts the artificial bee colony algorithm to solve the problem, thereby greatly improving the reliability and practicability of the camera configuration strategy.
本发明充分考虑系统电压暂态特性,通过直流闭锁故障后的电压暂态特性建立评价配置策略的评价指标,可以更真实的反映特高压直流系统的电压动态特性,并通过仿真软件不断优化暂态运行方式,获得真实可靠的无功优化配置策略。本发明在灵敏度分析的基础上,先形成初始的优化配置集合,然后采用人工蜂群算法进行求解,更容易找到最优配置方案,也易于实施。随着特高压交直流输电系统的增多,本发明的无功优化配置策略的开发必然具有较大需求,具有较好的商业开发前景。The invention fully considers the voltage transient characteristics of the system, and establishes the evaluation index for evaluating the configuration strategy through the voltage transient characteristics after the DC blocking fault, which can more truly reflect the voltage dynamic characteristics of the UHVDC system, and continuously optimize the transient state through simulation software. operation mode, and obtain a real and reliable reactive power optimization configuration strategy. On the basis of sensitivity analysis, the invention firstly forms an initial optimal configuration set, and then adopts the artificial bee colony algorithm to solve the problem, which makes it easier to find the optimal configuration scheme and easy to implement. With the increase of ultra-high voltage AC and DC power transmission systems, the development of the reactive power optimization configuration strategy of the present invention is bound to have great demands and has a good commercial development prospect.
附图说明Description of drawings
为了便于本领域普通技术人员理解和实施本实用新型,下面结合附图及具体实施方式对本发明作进一步的详细描述,但应当理解本发明的保扩范围并不受具体实施方式的限制。In order to facilitate the understanding and implementation of the present invention by those of ordinary skill in the art, the present invention is further described in detail below with reference to the accompanying drawings and specific embodiments, but it should be understood that the scope of the present invention is not limited by the specific embodiments.
图1是本发明总体流程图;Fig. 1 is the overall flow chart of the present invention;
图2是灵敏度计算流程示意图;Fig. 2 is the schematic flow chart of sensitivity calculation;
图3是人工蜂群算法示意图;Fig. 3 is a schematic diagram of artificial bee colony algorithm;
图4是配置调相机前后系统仿真对比曲线。Figure 4 is the system simulation comparison curve before and after configuring the camera.
具体实施方式Detailed ways
如图1至图4所示,本发明一种特高压直流送端电网的调相机配置方法,是指在特高压直流送端电网中,基于系统的电压动态特性,通过调相机的优化配置,来实现特高压直流输电系统电压的稳定运行,包括以下步骤:As shown in Fig. 1 to Fig. 4 , a method for configuring the camera at the transmission end of the UHV DC power grid according to the present invention means that in the power grid at the transmission end of the UHV DC, based on the voltage dynamic characteristics of the system, through the optimized configuration of the camera, To achieve the stable operation of the UHVDC transmission system voltage, including the following steps:
步骤一.获取特高压直流送端电网的运行参数;Step 1. Obtain the operating parameters of the UHV DC transmission end power grid;
步骤二.确定调相机的配置数量;Step 2. Determine the configuration quantity of the camera;
步骤三.进行特高压直流送端电网的无功和电压灵敏度分析,得出调相机配置位置的初选集合;Step 3. Carry out the reactive power and voltage sensitivity analysis of the UHV DC transmission end power grid, and obtain the primary selection set of the configuration position of the modulator;
a.计算无功功率注入点与直流换流站交流母线电压的灵敏度;a. Calculate the sensitivity of the reactive power injection point and the AC bus voltage of the DC converter station;
b.计算无功功率注入点与送端系统关键节点母线电压的灵敏度;b. Calculate the sensitivity of the reactive power injection point and the bus voltage of the key node of the sending end system;
c.计算无功功率注入点与风电场群接入点母线电压的灵敏度;c. Calculate the sensitivity of the bus voltage between the reactive power injection point and the access point of the wind farm group;
d.根据灵敏度计算结果,选取灵敏度值较大的位置做为调相机配置的初选位置。d. According to the calculation result of sensitivity, select the position with larger sensitivity value as the primary position for camera configuration.
步骤四.采用人工蜂群算法,进行调相机配置策略计算;Step 4. Use the artificial bee colony algorithm to calculate the camera configuration strategy;
(1)初始化调相机的配置策略,即初始蜂群,随机给出蜜蜂的个数,迭代次数和单蜂最大采集次数;(1) Initialize the configuration strategy of the camera, that is, the initial bee colony, and randomly give the number of bees, the number of iterations and the maximum number of collections for a single bee;
(2)建立评价指标和评价函数;(2) Establish evaluation indicators and evaluation functions;
(3)进行蜜源计算,将适应度最好的蜂作为引领蜂,将适应度较低的蜂作为跟随蜂;(3) Calculate the nectar source, take the bee with the best fitness as the leader bee, and the bee with lower fitness as the follower bee;
(4)进行蜜源位置替换;(4) Replace the location of the nectar source;
(5)通过判断引领蜂和蜜源的优劣,将适应度好的一般蜂群设置为引领蜂,若没有达到搜索次数限制,返回步骤(2),继续搜索蜜源;(5) By judging the pros and cons of the leading bee and the nectar source, the general bee colony with good fitness is set as the leading bee, if the search times limit is not reached, return to step (2), and continue to search for the nectar source;
(6)若达到搜索次数限制,输出当前的最优蜜源位置,即调相机的最优配置策略。(6) If the search times limit is reached, output the current optimal nectar source position, that is, the optimal configuration strategy of the camera.
步骤五.得出特高压直流送端电网调相机配置方案。Step 5. Obtain the configuration scheme of the UHV DC transmission end grid regulator.
所述步骤一中,特高压直流送端电网是指由正负800千伏特高压直流输电系统、500千伏交流电网、火电厂、水电厂和大量风电并网电源所组成的复杂送端电网电力外送系统。In the step 1, the UHV DC transmission end grid refers to the complex transmission end grid power consisting of a plus or minus 800kV UHV DC transmission system, a 500kV AC grid, a thermal power plant, a hydropower plant and a large number of wind power grid-connected power sources. Delivery system.
所述步骤一中,获取特高压直流送端电网的运行参数是电网网架结构参数、输电线路参数、直流输电系统参数、火力发电机组参数、水力发电机组参数、风电机组参数等电网计算和控制所需要的参数。In the step 1, the operation parameters of the UHV DC transmission-end power grid obtained are grid structure parameters, transmission line parameters, DC power transmission system parameters, thermal power generating unit parameters, hydropower generating unit parameters, wind turbine parameters and other power grid calculation and control. required parameters.
所述步骤三中,进行特高压直流送端电网的无功和电压灵敏度分析是指按如下公式计算无功功率注入对母线电压的灵敏度:In the third step, the reactive power and voltage sensitivity analysis of the UHVDC transmission end grid refers to calculating the sensitivity of reactive power injection to the bus voltage according to the following formula:
F(X,T,C)=0和F(X, T, C) = 0 and
其中,F为电网的功率平衡方程;X为电网的状态向量,包括节点母线的电压幅值和相角等;T为电网的控制变量,包括各节点母线的有功、无功注入功率;C为电网的常数参数,如线路的导纳等。V为某一灵敏度待求母线电压;Q为某一节点母线无功注入功率;F为电网的功率平衡方程;X为电网的状态向量,包括节点母线的电压幅值和相角等;T为电网的控制变量。Among them, F is the power balance equation of the power grid; X is the state vector of the power grid, including the voltage amplitude and phase angle of the node bus; T is the control variable of the power grid, including the active and reactive injection power of each node bus; C is the The constant parameters of the power grid, such as the admittance of the line, etc. V is the bus voltage to be determined for a certain sensitivity; Q is the reactive injected power of the bus at a certain node; F is the power balance equation of the power grid; X is the state vector of the power grid, including the voltage amplitude and phase angle of the node bus; T is the Control variables of the grid.
所述步骤四中,建立评价指标和评价函数是指在直流系统双极闭锁故障发生后,评价各主要母线电压上升的指标评价指标,具体按如下公式计算:In the fourth step, establishing the evaluation index and the evaluation function refers to the index evaluation index for evaluating the voltage rise of each main bus after the bipolar blocking fault of the DC system occurs, which is specifically calculated according to the following formula:
其中,FV为评价指标函数;VL为换流站交流母线电压;VL 0为换流站交流母线电压初始量;VLMAX为换流站交流母线电压最大限值;VBi为某一电网关键节点母线电压;VBi 0为某一电网关键节点母线电压初始量;为某一电网关键节点母线电压最大限值;VWi为某一风并网节点母线电压;VWi 0为某一风并网节点母线电压初始量;VWiMAX为某一风并网节点母线电压最大限值;ω为权重系数;NB为某一电网关键节点的个数,NW为某一风并网节点的个数,i为节点。Among them, F V is the evaluation index function; VL is the AC bus voltage of the converter station; VL 0 is the initial value of the AC bus voltage of the converter station; VLMAX is the maximum limit of the AC bus voltage of the converter station; V Bi is a certain The busbar voltage of the key node of the power grid; V Bi 0 is the initial value of the busbar voltage of a key node of the power grid; V Wi is the bus voltage of a certain wind grid-connected node; V Wi 0 is the initial value of the bus voltage of a certain wind-connected node; V WiMAX is the bus voltage of a certain wind-connected node Maximum limit; ω is the weight coefficient; N B is the number of key nodes in a grid, N W is the number of wind grid-connected nodes, and i is the node.
所述步骤四中的进行蜜源计算,将适应度最好的蜂作为引领蜂,将适应度较低的蜂作为跟随蜂指:蜜蜂通过交义搜索寻找蜜源,生成新的个体。In the calculation of the nectar source in the fourth step, the bee with the best fitness is used as the leader bee, and the bee with the lower fitness is used as the follower bee finger: the bee searches for the nectar source through crossover search, and generates a new individual.
所述步骤四中的进行蜜源位置替换是指按如下规则进行:The replacement of the location of the honey source in the step 4 refers to the following rules:
选择规则为:The selection rules are:
式中,Pi为蜜源被选中采蜜的概率;fit(xi)为蜜源的适应度函数N为蜜源的位置的个数,i为蜜源的位置。In the formula, P i is the probability that the nectar source is selected for honey collection; fit( xi ) is the fitness function of the nectar source, N is the number of nectar source locations, and i is the nectar source location.
图1是本发明总体流程图,与上述计算步骤是一致的,值得说明的是从图中的流程可以看出,本方法是通过建立灵敏度分析来形成初始待选母线集合,建立反映电压动态特性的评价指标,并通过蜂群算法来解算,这是与其它方法本质的区别所在。Fig. 1 is the overall flow chart of the present invention, which is consistent with the above calculation steps. It is worth noting that it can be seen from the flow chart in the figure that this method forms an initial set of busbars to be selected by establishing a sensitivity analysis, and establishes a reflection voltage dynamic characteristic. The evaluation index is calculated by the bee colony algorithm, which is the essential difference from other methods.
图2是灵敏度计算流程示意图,由于直流输电系统通过换流变压器与换流站交流母线相连,直流输电系统控制方式和控制参数的变化会影响到交流系统母线电压的变化,特别是换流站母线电压。本发明采用解耦算法对交直流系统电压灵敏度因子进行分析。将直流系统等效成与相应换流器有功和无功等值的负荷,求得交流系统电压对换流器功率的灵敏度,简化了计算过程同时保证结果的准确性。Figure 2 is a schematic diagram of the sensitivity calculation process. Since the DC transmission system is connected to the AC bus of the converter station through the converter transformer, the change of the control mode and control parameters of the DC transmission system will affect the change of the bus voltage of the AC system, especially the bus of the converter station. Voltage. The invention adopts the decoupling algorithm to analyze the voltage sensitivity factor of the AC-DC system. The DC system is equivalent to a load equivalent to the active and reactive power of the corresponding converter, and the sensitivity of the AC system voltage to the converter power is obtained, which simplifies the calculation process and ensures the accuracy of the results.
按上述方式处理,交直流混合输电系统节点电压对传输功率的灵敏度求解重新转换为纯交流系统问题。首先设节点母线功率为控制变量Tac如下式所示,其中Pa和Qa分别表示交流系统传输的有功和无功功率,Pd和Qd分别表示直流系统的有功和无功功率。In the above-mentioned way, the solution of the sensitivity of the node voltage of the AC-DC hybrid transmission system to the transmission power is re-transformed into a pure AC system problem. First, let the node bus power be the control variable T ac as shown in the following formula, where P a and Q a represent the active and reactive power transmitted by the AC system, respectively, and P d and Q d represent the active and reactive power of the DC system, respectively.
Tac=[Pa,Pd,Qa,Qd]T ac =[P a , P d , Q a , Q d ]
设AC输电系统电压幅值和相角为状态变量表示为Xac,该状态变量包括换流站交流母线,则交直流输电系统潮流方程式可以改写为:Assuming that the voltage amplitude and phase angle of the AC transmission system are state variables expressed as X ac , and the state variable includes the AC bus of the converter station, the power flow equation of the AC and DC transmission system can be rewritten as:
式中:P(Xac)、Q(Xac)表示根据电压计算得到的节点注入有功功率和无功功率;那么,控制变量Tac对状态变量Xac的灵敏度矩阵如下:In the formula: P(X ac ), Q(X ac ) represent the active power and reactive power injected into the node calculated according to the voltage; then, the sensitivity matrix of the control variable T ac to the state variable X ac is as follows:
式中:Jf表示AC/DC混合输电系统潮流计算时的雅可比矩阵,由此可得节点电压对节点母线功率的灵敏度矩阵。In the formula: J f represents the Jacobian matrix in the power flow calculation of the AC/DC hybrid transmission system, from which the sensitivity matrix of the node voltage to the node bus power can be obtained.
节点电压对节点母线功率的灵敏度矩阵; Sensitivity matrix of node voltage to node bus power;
Xac:AC输电系统电压幅值和相角为状态变量;X ac : The voltage amplitude and phase angle of the AC transmission system are state variables;
Tac:节点母线功率;T ac : node bus power;
fac:交直流输电系统潮流方程式。f ac : power flow equation for AC and DC transmission systems.
上述方程矩阵的计算可参考交流系统潮流计算,相对成熟,可由现有的计算方法实现。The calculation of the above equation matrix can refer to the calculation of the power flow of the AC system, which is relatively mature and can be realized by the existing calculation method.
图3是人工蜂群算法示意图。人工蜂群算法是模仿蜜蜂行为提出的一种优化方法,是集群智能思想的一个具体应用,它的主要特点是不需要了解问题的特殊信息,只需要对问题进行优劣的比较,通过各人工蜂个体的局部寻优行为,最终在群体中使全局最优值突现出来,有着较快的收敛速度。Figure 3 is a schematic diagram of an artificial bee colony algorithm. The artificial bee colony algorithm is an optimization method proposed to imitate the behavior of bees, and it is a specific application of the idea of swarm intelligence. The local optimal behavior of individual worker bees finally makes the global optimal value emerge in the colony, and has a fast convergence speed.
蜂群产生群体智慧的最小搜索模型包含基本的三个组成要素:食物源、被雇佣的蜜蜂和未被雇佣的蜜蜂;两种最为基本的行为模型:为食物源招募蜜蜂和放弃某个食物源。在群体智慧的形成过程中,蜜蜂间交换信息是最为重要的一环。舞蹈区是蜂巢中最为重要的信息交换地。蜜蜂的舞蹈叫做摇摆舞。食物源的信息在舞蹈区通过摇摆舞的形式与其他蜜蜂共享,引领蜂通过摇摆舞的持续时间等来表现食物源的收益率,故跟随蜂可以观察到大量的舞蹈并依据收益率来选择到哪个食物源采蜜。收益率与食物源被选择的可能性成正比。因而,蜜蜂被招募到某一个食物源的概率与食物源的收益率成正比。The minimal search model for bee colonies to generate swarm intelligence consists of three basic elements: food source, employed bees and unemployed bees; two most basic behavioral models: recruiting bees for a food source and giving up a food source . In the formation of swarm intelligence, the exchange of information between bees is the most important part. The dance area is the most important exchange of information in the hive. The dance of the bees is called the swing dance. The information of the food source is shared with other bees in the form of swing dance in the dance area, and the leading bee expresses the yield of the food source through the duration of the swing dance, so the follower bee can observe a large number of dances and choose according to the yield. Which food source for honey. The yield is proportional to the likelihood that the food source will be selected. Thus, the probability of bees being recruited to a food source is proportional to the yield of the food source.
采用人工蜂群算法来求解调相机配置策略的具体步骤如下:The specific steps of using the artificial bee colony algorithm to solve the camera configuration strategy are as follows:
(1)给人工蜂群算法种的各参数进行赋值,如种群大小,雇用蜂数,观察蜂数,侦查蜂数,局部最大搜索次数,迭代次数,解的纬度;(1) Assign values to the parameters of the artificial bee colony algorithm, such as population size, the number of employed bees, the number of observed bees, the number of reconnaissance bees, the maximum number of local searches, the number of iterations, and the latitude of the solution;
(2)通过随机数随即生成一半种群数量的个解,计算各个解的适应度值。即计算各初始调相机配置情况下的电压稳定指标;(2) A solution of half the population is randomly generated by random numbers, and the fitness value of each solution is calculated. That is to calculate the voltage stability index under each initial camera configuration;
(3)将蜂群算法中迭代次数变量赋值为1;(3) Assign the number of iterations variable in the bee colony algorithm to 1;
(4)遍历之前所有的解,并且对每个解都要执行以下步骤(5)-(8);(4) Traverse all the previous solutions, and perform the following steps (5)-(8) for each solution;
(5)在该解所在的领域范围内发现新解;(5) Discover new solutions within the domain where the solution is located;
(6)计算新解的适应度值;(6) Calculate the fitness value of the new solution;
(7)比较新解和原来解,保留适应度高的解;(7) Compare the new solution with the original solution, and retain the solution with high fitness;
(8)如原有解未更新,局部搜索次数加1;若已更新,局部搜索次数置0;(8) If the original solution has not been updated, the number of local searches is increased by 1; if it has been updated, the number of local searches is set to 0;
(9)计算蜂群算法中观察蜂选择跟随各个雇用蜂的概率值;(9) Calculate the probability value that the observed bee chooses to follow each employed bee in the bee colony algorithm;
(10)根据计算概率,随机选择一个解,并且在该解周围进行局部搜索,发现新解,计算适应度,根据适应度的大小来选择保留还是更新;(10) According to the calculated probability, randomly select a solution, and perform a local search around the solution, find a new solution, calculate the fitness, and choose whether to retain or update according to the size of the fitness;
(11)对算法内的所有解进行遍历,看是否达到最大搜索次数。如果达到,放弃该解,生成新解来代替;(11) Traverse all solutions in the algorithm to see if the maximum number of searches is reached. If it is reached, discard the solution and generate a new solution instead;
(12)将当前找到的最优解记录;(12) Record the currently found optimal solution;
(13)每执行一次循环加1;(13) Add 1 every time the loop is executed;
(14)判断是否达到最大循环次数设定值,没达到转步骤(4);达到,结束算法,当前记录即位全局最优解。(14) Judging whether the set value of the maximum number of cycles has been reached, and the step (4) has not been reached; when it is reached, the algorithm is ended, and the current record is the global optimal solution.
有关蜂群算法的详细步骤和公式,已有相当的文献资料参考。For the detailed steps and formulas of the bee colony algorithm, there are quite a few literature references.
图4是配置调相机前后系统仿真对比曲线。选取东北至山东特高压直流输电系统为例,进行分析验证。扎鲁特~青州特高压直流工程(以下简称扎青直流)北起蒙东通辽市扎鲁特旗,南至山东青州市何官镇,2017年底投产。直流额定电压±800千伏,设计额定功率10000MW,是东北电网的第一条特高压直流工程。直流输电线路导线截面8×1250mm2,送端换流站按目前的推荐站址扎鲁特旗巴彦塔拉站址,直流线路长度1223.6km。Figure 4 is the system simulation comparison curve before and after configuring the camera. Take the Northeast-Shandong UHVDC transmission system as an example for analysis and verification. The Zalut-Qingzhou UHV DC project (hereinafter referred to as Zhaqing DC) starts from Zalute Banner, Tongliao City, East Mongolia in the north, and ends at Heguan Town, Qingzhou City, Shandong Province in the south. It was put into operation at the end of 2017. The rated DC voltage is ±800kV and the designed rated power is 10000MW. It is the first UHV DC project in the Northeast Power Grid. The conductor cross section of the DC transmission line is 8×1250mm2, and the converter station at the sending end is based on the current recommended site of the Bayantala station in Zalut Banner, and the length of the DC line is 1223.6km.
扎鲁特至青州特高压直流规划双极,直流出线1回,接地极出线1回。阀组接线方式为每极采用两个12脉动阀组串联;换流变推荐方案为28台,单相双绕组容量为509.35MVA,Uk=21%,换流站容性无功补偿总容量约6665Mvar,暂分为4大组、20小组。Zarut to Qingzhou UHV DC is planned to be bipolar, with one DC outlet and one grounding outlet. The wiring mode of the valve group is that two 12-pulse valve groups are connected in series for each pole; the recommended scheme of the converter is 28 sets, the single-phase double winding capacity is 509.35MVA, Uk=21%, and the total capacity of the capacitive reactive power compensation of the converter station is about 6665Mvar, temporarily divided into 4 groups and 20 groups.
辽宁电网向北与吉林电网通过4回500KV线路相连接、与黑龙江电网通过伊穆直流系统相连接,向四与蒙东电网通过6回500KV线路相连接,向南与华北电网通过直流背靠背连接。扎鲁特直流投运前,辽宁电网是东北地区的受端电网和负荷中心,从蒙东、伊敏和吉林电网受电,东北电网呈西电东送、北电南送趋势,辽宁作为东北电网的负荷中心,承载了其它省区送出的富裕电力。扎鲁特直流投运后,东北电网以东电西送为主,以扎鲁特为受电中心向区外送电,东北电网功率分布的整体格局将发生重大变化,系统的动态特性也将发生较大变化。特别是特高压直流输电系统输电容量巨大,一旦发生双极闭锁事故,系统将遭受巨大扰动,造成大范围暂态电压升高,风电脱网;另一方面,直流输电系统本身在正常运行时消耗系统大量无功,系统中需要大量无功电源支撑。随着风电装机和并网容量的不断增加,特高压直流输电系统的电压安全稳定运行受到严重挑战,需要通过配置调相机等动态无功补偿设备来提升系统的电压稳定性。The Liaoning Power Grid is connected to the Jilin Power Grid through 4 circuits of 500KV lines to the north, Heilongjiang Power Grid is connected to the Yimu DC system through the Yimu DC system, Xiangsi is connected to the East Mongolia Power Grid through 6 circuits of 500KV circuits, and the South is connected to the North China Power Grid through DC back-to-back connections. Before Zalut DC was put into operation, Liaoning Power Grid was the receiving end power grid and load center in Northeast China, receiving electricity from Mengdong, Yimin and Jilin Power Grids. The load center of China carries the abundant power sent by other provinces. After Zarut DC is put into operation, the Northeast Power Grid will mainly transmit electricity from the east to the west, and use Zarut as the power receiving center to transmit power to the outside of the area. Big changes occurred. In particular, the transmission capacity of the UHV DC transmission system is huge. Once a bipolar blocking accident occurs, the system will suffer huge disturbances, resulting in a large-scale transient voltage increase and wind power off-grid; on the other hand, the DC transmission system itself consumes power during normal operation. The system has a lot of reactive power, and the system needs a lot of reactive power support. With the continuous increase of wind power installed capacity and grid-connected capacity, the safe and stable operation of UHV DC transmission system is seriously challenged.
电网的仿真和建模在ADPSS软件下进行。蜂群算法的实现在MATLAB软件平台上进行;两个软件之间的数据交互和协调依靠人工操作进行;初始调相机配置个数为3台。未配置调相机、人工经验配置调相机和本发明采用方法配置调相机三种方式下,系统发生双极闭锁故障后,换流站母线电压动态特性曲线如图4所示。可以看到,优化配置调相机位置后,换流站母线电压暂态提升得到明显抑制,证明了本发明策略的有效性和实用性。The simulation and modeling of the power grid is carried out under the ADPSS software. The realization of the bee colony algorithm is carried out on the MATLAB software platform; the data interaction and coordination between the two softwares are carried out by manual operation; the initial configuration number of cameras is three. Figure 4 shows the dynamic characteristic curve of the busbar voltage of the converter station after the system has a bipolar blocking fault in the three modes of no camera configuration, manual configuration configuration, and method configuration of the present invention. It can be seen that after the optimal configuration of the camera position, the transient increase of the converter station bus voltage is significantly suppressed, which proves the effectiveness and practicability of the strategy of the present invention.
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