CN113849946A - An integrated energy system modeling and power flow calculation method for electricity-heat interconnection - Google Patents

An integrated energy system modeling and power flow calculation method for electricity-heat interconnection Download PDF

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CN113849946A
CN113849946A CN202111114036.9A CN202111114036A CN113849946A CN 113849946 A CN113849946 A CN 113849946A CN 202111114036 A CN202111114036 A CN 202111114036A CN 113849946 A CN113849946 A CN 113849946A
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林盛
李兆滢
辛长庆
何雨桐
魏莫杋
赵琰
姜河
宋世巍
韩吉
安琦
叶瀚文
赵涛
白金禹
胡宸嘉
周航
王亚茹
姜铭坤
许鉴
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Abstract

本发明公布了一种电‑热互联综合能源系统建模与潮流计算方法,该方法包括以下步骤:(1):构建含有分布式电源接入的电力系统潮流计算模型,利用改进的前推回代法对PV节点进行特殊处理,实现分布式电源接入配电网的潮流计算。(2):构建含有多热源辐射型热力系统模型,将多热源辐射型热网转化成多个单热源辐射型热网,利用改进前推回代法进行解耦后的热网潮流计算。(3):在各独立能源系统建模的基础上,对于两个系统耦合部分进行建模,实现整个电‑热互联综合能源系统的能流计算。本发明对传统前推回代法不能处理PV节点的弊端做出了改进,减少了迭代次数,降低了对初值的要求,对热力系统的改进使模型得到简化,提高了计算速度。

Figure 202111114036

The present invention discloses a method for modeling and calculating power flow of an electric-heat interconnected integrated energy system. The method includes the following steps: (1): constructing a power flow calculation model of a power system with access to distributed power sources, and using an improved forward pushback The generation method performs special processing on the PV node to realize the power flow calculation of the distributed power supply connected to the distribution network. (2): Construct a thermal system model with multiple heat sources radiation type, convert the multiple heat source radiation type heat network into multiple single heat source radiation type heat networks, and use the improved forward-backward substitution method to calculate the decoupled heat network power flow. (3): Based on the modeling of each independent energy system, the coupled parts of the two systems are modeled to realize the energy flow calculation of the entire electric-thermal interconnected integrated energy system. The invention improves the disadvantage that the traditional forward-backward generation method cannot deal with PV nodes, reduces the number of iterations, and lowers the requirements for initial values. The improvement of the thermal system simplifies the model and increases the calculation speed.

Figure 202111114036

Description

一种电-热互联综合能源系统建模与潮流计算方法An integrated energy system modeling and power flow calculation method for electricity-heat interconnection

技术领域technical field

本发明涉及电-热互联综合能源系统,特别是涉及一种改进前推回代法的电-热互联综合能源系统建模与潮流计算方法。The invention relates to an electric-thermal interconnected integrated energy system, in particular to an electric-thermal interconnected integrated energy system modeling and power flow calculation method with an improved forward-backward substitution method.

背景技术Background technique

随着当今社会的快速发展,能源大量消耗与生态保护的矛盾日益凸显出来,研究一种高效率、污染小、可控性强的能源系统已经成为了热点问题。发展综合能源有利于实现各类资源的合理调控以及最优利用,是应对当今时代能源消耗巨大以及资源枯竭等问题的良好方法。在传统的能源系统如电网、热网中,每个能源系统之间有独立的运营体系,彼此之间耦合程度不紧,能源使用效率较低。而在综合能源系统中,彼此之间耦合较紧,能源使用率有较大提高并且对于可再生能源消纳能力也有较大提升。With the rapid development of today's society, the contradiction between massive energy consumption and ecological protection has become increasingly prominent. Researching an energy system with high efficiency, low pollution and strong controllability has become a hot issue. The development of comprehensive energy is conducive to the rational regulation and optimal utilization of various resources, and is a good way to deal with the problems of huge energy consumption and resource depletion in today's era. In traditional energy systems such as power grids and heat grids, each energy system has an independent operating system, the degree of coupling between them is not tight, and the energy efficiency is low. In the integrated energy system, the coupling between each other is tight, the energy utilization rate is greatly improved, and the ability to absorb renewable energy is also greatly improved.

综合能源系统的能流计算是以电力系统的潮流计算为基础发展起来的,在电力系统中潮流计算主要以前推回代法、牛顿-拉夫逊法、PQ分解法为代表,所述的前推回代法包括以下步骤:在距离电源较远处节点,利用线路的额定电压,按照与功率传输相反的方向计算各条线路中的功率,利用所求的功率从电源端按照功率传输方向计算每个节点的电压,潮流计算时重复上述两步直到精度满足要求为止。所述的牛顿-拉夫逊法以及PQ分解法应用在电力系统中有较强的理论体系,并且思想也较为成熟,但是应用在综合能源系统中具有求解程序复杂,迭代次数较多,各系统间难以实现联合计算等缺点。The energy flow calculation of the integrated energy system is developed on the basis of the power flow calculation of the power system. The back-substitution method includes the following steps: at a node far away from the power supply, use the rated voltage of the line to calculate the power in each line in the opposite direction to the power transmission, and use the required power to calculate each line from the power supply in the direction of power transmission. For the voltage of each node, the above two steps are repeated in the power flow calculation until the accuracy meets the requirements. The described Newton-Raphson method and PQ decomposition method have a strong theoretical system in power systems, and the ideas are relatively mature, but when applied in integrated energy systems, the solution procedures are complex, the number of iterations is large, and the number of iterations is large. Difficult to achieve joint computing and other disadvantages.

考虑到综合能源系统能流计算的目的在于提高各系统间的耦合程度、实现能源的最优分配、减少能源损耗、提高能源综合利用水平,因此构建一种简化的综合能源系统模型并使用统一的求解方法,可以实现快速准确的解算。电力系统潮流计算中的前推回代法具有求解过程简单,计算精度高,编程简洁,不需要过多迭代次数等优点,将传统的前推回代法加以改进可以应用在辐射型热网的能流计算中,从而实现综合能源系统的能流求解。Considering that the purpose of energy flow calculation in an integrated energy system is to improve the degree of coupling between systems, achieve optimal energy distribution, reduce energy consumption, and improve the level of comprehensive energy utilization, a simplified integrated energy system model is constructed and a unified energy system is used. The solution method can achieve fast and accurate solution. The forward-backward substitution method in the power flow calculation of the power system has the advantages of simple solution process, high calculation accuracy, concise programming, and does not require too many iterations. In the energy flow calculation, the energy flow solution of the integrated energy system can be realized.

发明内容SUMMARY OF THE INVENTION

本发明的目的是提供一种电-热互联综合能源系统建模与潮流计算方法。该方法针对含有分布式电源接入的电力系统中前推回代法的不足之处加以改进,再推广至含有多热源的辐射型热力系统中,从而实现综合能源系统的潮流解算。The purpose of the present invention is to provide an electric-heat interconnected integrated energy system modeling and power flow calculation method. This method is improved for the inadequacies of the forward-backward generation method in the power system with distributed generation access, and then extended to the radiation thermal system with multiple heat sources, so as to realize the power flow calculation of the integrated energy system.

为了解决现有技术存在的问题,本发明采用的技术方案如下:In order to solve the problems existing in the prior art, the technical scheme adopted in the present invention is as follows:

一种电-热互联综合能源系统建模与潮流计算方法,包括以下步骤:An electric-heat interconnection integrated energy system modeling and power flow calculation method, comprising the following steps:

步骤1:构建含有分布式电源接入的电力系统潮流计算模型,利用改进的前推回代法对PV节点进行处理,实现分布式电源接入配电网的潮流计算;Step 1: Construct a power flow calculation model of the power system including distributed power supply access, and use the improved forward push-back method to process the PV nodes to realize the power flow calculation of the distributed power supply access to the distribution network;

步骤2:构建含有多热源辐射型热力系统模型,所述热力系统模型由水力模型和热力模型组成,将多热源辐射型热网转化成多个单热源辐射型热网,利用改进的前推回代法进行解耦后的热网潮流计算;将多热源辐射型热网转化成多个单热源辐射型热网的转化方式如下:Step 2: Build a thermal system model containing multiple heat sources radiation type, the thermal system model is composed of a hydraulic model and a thermal model, convert the multiple heat source radiation type heat network into a plurality of single heat source radiation type heat network, use the improved forward push back The power flow calculation of the decoupled heat network is carried out by using the generation method; the transformation method of converting a multi-heat source radiation heat network into multiple single heat source radiation heat networks is as follows:

Figure BDA0003274656030000021
Figure BDA0003274656030000021

其中,

Figure BDA0003274656030000022
(i=1,…,n,n表示从节点分流的管道数目,j=1,…,m,m表示热网中热源数目)为转化后所对应的单热源辐射型热网的管道流量,
Figure BDA0003274656030000023
(i=1,…,n)为对应热源向节点输入的管道流量,
Figure BDA0003274656030000024
(i=1,…,n)为转化前的支路流量即多热源辐射型热网所对应的管道流量;in,
Figure BDA0003274656030000022
(i=1, .
Figure BDA0003274656030000023
(i=1,...,n) is the pipeline flow input from the corresponding heat source to the node,
Figure BDA0003274656030000024
(i=1,...,n) is the branch flow before conversion, that is, the pipeline flow corresponding to the multi-heat source radiation heat network;

Figure BDA0003274656030000025
Figure BDA0003274656030000025

其中,

Figure BDA0003274656030000026
(i=1,…,m,m为热网中热源数目)为多热源辐射型热网等效成多个单热源辐射型热网后等效热负荷功率,φl为等效前的节点热负荷功率;in,
Figure BDA0003274656030000026
(i=1,..., m, m is the number of heat sources in the heat network) is the equivalent heat load power after the multi-heat source radiation heat network is equivalent to multiple single heat source radiation heat networks, φ l is the node before the equivalent heat load power;

步骤3:在电力系统潮流计算模型和热力系统模型的基础上,对电力系统和热力系统两个系统耦合部分进行建模,实现整个电-热互联综合能源系统的能流计算。Step 3: Based on the power flow calculation model and the thermal system model of the power system, model the coupling parts of the power system and the thermal system to realize the energy flow calculation of the entire power-thermal interconnected integrated energy system.

进一步地,所述步骤1包括以下步骤:Further, the step 1 includes the following steps:

S101:获取电力系统网络参数以及状态变量;S101: Acquire power system network parameters and state variables;

S102:设定电压初值,本发明中对电力系统中电压初值要求不高,在合理范围内即可;S102: Set the initial value of the voltage, the present invention does not require high initial value of the voltage in the power system, and can be within a reasonable range;

S103:利用改进的前推回代法计算电力系统潮流,公式如下:S103: Calculate the power flow of the power system by using the improved forward-backward substitution method, the formula is as follows:

Figure BDA0003274656030000031
Figure BDA0003274656030000031

其中,ΔS为功率损耗,ΔP为有功损耗,ΔQ为无功损耗,I为线路电流,Ri、Xi为线路参数,Pi、Qi为节点i处的有功功率以及无功功率,UN为线路的额定电压;Among them, ΔS is the power loss, ΔP is the active power loss, ΔQ is the reactive power loss, I is the line current, Ri and X i are the line parameters, Pi and Qi are the active power and reactive power at node i , U N is the rated voltage of the line;

ΔU=Zi·ΔS*=(Ri+jXi)(ΔP-jΔQ)=RiΔP+XiΔQΔU=Z i ·ΔS * =(R i +jX i )(ΔP-jΔQ)=R i ΔP+X i ΔQ

其中,ΔU为电压降落纵分量,Zi、Ri、Xi为线路参数,Pi为节点i处的有功功率以及无功功率,ΔP为有功损耗,ΔQ为无功损耗;Among them, ΔU is the longitudinal component of the voltage drop, Z i , R i , X i are the line parameters, Pi is the active power and reactive power at node i , ΔP is the active power loss, and ΔQ is the reactive power loss;

对于PV节点而言,有ΔP=0,则有:For the PV node, ΔP=0, then:

ΔQ=Xi -1·ΔUΔQ=X i -1 ·ΔU

其中,ΔQ为无功损耗,Xi为线路参数,ΔU为电压降落纵分量;Among them, ΔQ is the reactive power loss, X i is the line parameter, and ΔU is the longitudinal component of the voltage drop;

S104:对PV节点无功功率的修正,即在每一次迭代时通过使用无功修正量进行PV节点注入无功功率的修正,从而保证数据的实时性,修正方程如下:S104: Correction of the reactive power of the PV node, that is, the correction of the reactive power injected into the PV node by using the reactive power correction amount in each iteration, so as to ensure the real-time performance of the data. The correction equation is as follows:

Figure BDA0003274656030000032
Figure BDA0003274656030000032

其中,ΔQ为无功修正量;γ∈(-1,1)为计算步长,一般取γ=0.1;Qi为PV节点计算所得的无功功率;Qij为所有与PV节点连接的支路和节点的无功功率,Pi为第i个PV节点的功率,R、X为线路参数,ΔUp为PV节点与相连节点的电压差,Ui为第i个PV节点的输入电压;Among them, ΔQ is the reactive power correction amount; γ∈(-1, 1) is the calculation step size, generally taking γ=0.1; Q i is the reactive power calculated by the PV node; Q ij is all the branches connected to the PV node. Reactive power of the road and node, Pi is the power of the ith PV node, R and X are the line parameters, ΔU p is the voltage difference between the PV node and the connected node, and U i is the input voltage of the ith PV node;

S105:计算ΔU、Δδ、ΔQ的值;S105: Calculate the values of ΔU, Δδ, and ΔQ;

S106:判断各节点电压是否满足下式的收敛判定条件,如不满足则返回到潮流计算前对电压幅值、电压相角进行更新,并修正PV节点的无功功率,直至电压满足收敛判定条件输出潮流计算结果。收敛判定条件如下式:S106: Determine whether the voltage of each node satisfies the convergence judgment condition of the following formula, if not, return to the power flow calculation to update the voltage amplitude and voltage phase angle, and correct the reactive power of the PV node until the voltage meets the convergence judgment condition Output power flow calculation results. The convergence judgment condition is as follows:

Figure BDA0003274656030000041
Figure BDA0003274656030000041

其中,

Figure BDA0003274656030000042
为第k次迭代所得电压值与初始给定电压值之差的绝对值,ε为收敛精度,
Figure BDA0003274656030000043
为k次迭代所得电压值,U0为初始给定电压值;in,
Figure BDA0003274656030000042
is the absolute value of the difference between the voltage value obtained in the k-th iteration and the initial given voltage value, ε is the convergence accuracy,
Figure BDA0003274656030000043
is the voltage value obtained by k iterations, and U 0 is the initial given voltage value;

S107:输出潮流计算结果。S107: Output the calculation result of the power flow.

进一步地,步骤2中由所述水力模型得出管道中的水流量以及热负荷节点的注入水流量,使用如下的流量连续方程表示:Further, in step 2, the water flow in the pipeline and the injected water flow of the heat load node are obtained from the hydraulic model, which is expressed by the following flow continuity equation:

Alm=mq A l m = m q

其中,Al为热负荷节点相对于各个管道的网络关联矩阵,m为管道中的热水流量向量,mq为热负荷节点的注入水流量向量;Among them, A l is the network correlation matrix of the heat load node relative to each pipeline, m is the hot water flow vector in the pipeline, and m q is the injected water flow vector of the heat load node;

进一步地,步骤2中由所述热力模型确定热网各个节点的温度,具体为:Further, in step 2, the temperature of each node of the thermal network is determined by the thermal model, specifically:

φ=φiEi=cpm(Til-Tol)φ=φ iEi =c p m(T il -T ol )

其中,φ为节点注入热功率向量,φi为节点热负荷功率向量,φEi为节点电锅炉注入热功率向量,cp为水的比热容,m为质量流量,Til为节点供水温度向量,Tol为节点回水温度向量;Among them, φ is the injected heat power vector of the node, φ i is the node heat load power vector, φ Ei is the injected heat power vector of the electric boiler at the node, cp is the specific heat capacity of water, m is the mass flow rate, and T il is the node water supply temperature vector, T ol is the node return water temperature vector;

Figure BDA0003274656030000044
Figure BDA0003274656030000044

其中Tend为热水流出管道的温度,Tstart为热水流进管道的温度,Te为外界自然温度,λ为管道内单位长度的热传导系数,d为管道传输距离,Cp为水的比热容,m为质量流量,μ为温度补偿参数;where T end is the temperature at which the hot water flows out of the pipe, T start is the temperature at which the hot water flows into the pipe, T e is the outside natural temperature, λ is the heat transfer coefficient per unit length in the pipe, d is the transmission distance of the pipe, and C p is the temperature of the water. Specific heat capacity, m is mass flow, μ is temperature compensation parameter;

Figure BDA0003274656030000051
Figure BDA0003274656030000051

其中,mout,a为第a条支路流出管道的支路流量,Tout为节点返回混合温度,min,b为第b条支路流入管道的支路流量,Tin,b为第b条支路流入节点的末端管道温度。Among them, m out,a is the branch flow of the a-th branch out of the pipeline, T out is the node return mixing temperature, min ,b is the branch flow of the b-th branch into the pipeline, and T in,b is the branch flow of the b-th branch. The pipe temperature at the end of the b branch into the node.

进一步地,所述步骤3包括以下步骤:Further, the step 3 includes the following steps:

步骤301:电-热联合系统耦合部分建模:Step 301: Model the coupling part of the combined electric-thermal system:

使用背压机组作为热力系统主热源,电锅炉作为调峰热源时,背压机组发出的热功率与电功率满足以下关系:When the back pressure unit is used as the main heat source of the thermal system and the electric boiler is used as the peak-shaving heat source, the thermal power and electric power generated by the back pressure unit satisfy the following relationship:

ζ-1·φBY=PBY ζ -1 ·φ BY =P BY

其中ζ为产热产电比,一般为定值,φBY为背压机组发出的热功率,PBY为背压机组发出的电功率;Among them, ζ is the ratio of heat and electricity generation, which is generally a fixed value, φ BY is the thermal power generated by the back pressure unit, and P BY is the electrical power generated by the back pressure unit;

调峰电锅炉发出的热功率与电功率满足下式:The thermal power and electric power emitted by the peak-shaving electric boiler satisfy the following formula:

δ-1·φEB=PEB δ -1 ·φ EB =P EB

其中δ为产热产电比,一般为定值,φEB为调峰电锅炉发出的热功率,PEB为调峰电锅炉发出的电功率;Among them, δ is the ratio of heat generation and electricity generation, which is generally a fixed value, φ EB is the thermal power emitted by the peak-shaving electric boiler, and P EB is the electric power emitted by the peak-shaving electric boiler;

步骤302:利用步骤301所述的耦合部分建模将热力系统中所有平衡节点的热功率之和转化为电负荷的功率,实现热力系统向电力系统潮流求解的转化过程。Step 302: Using the coupling part modeling described in Step 301 to convert the sum of the thermal power of all the balance nodes in the thermal system into the power of the electrical load, so as to realize the transformation process from the thermal system to the power flow solution of the power system.

本发明所具有的优点和有益效果为:The advantages and beneficial effects that the present invention has are:

本发明首先利用改进前推回代法对有分布式电源接入的电力系统进行PV节点的无功修正,接着,将多热源辐射型热网等效为多个单热源辐射型热网再进行能流计算,最后,通过耦合元件将热功率转化为电功率实现综合能源系统的潮流计算。本发明对传统前推回代法不能处理PV节点的弊端做出了改进,减少了迭代次数,降低了对初值的要求,对热力系统的改进使模型得到简化,提高了计算速度。The present invention firstly uses the improved forward push-back substitution method to correct the reactive power of the PV nodes in the power system connected to the distributed power source, and then converts the multi-heat source radiation type heat network into a plurality of single heat source radiation type heat networks. Energy flow calculation, and finally, the power flow calculation of the integrated energy system is realized by converting the thermal power into electric power through the coupling element. The invention improves the disadvantage that the traditional forward-backward generation method cannot deal with PV nodes, reduces the number of iterations, and lowers the requirements for initial values. The improvement of the thermal system simplifies the model and increases the calculation speed.

附图说明Description of drawings

图1为电力系统基于改进前推回代法潮流求解流程图;Fig. 1 is the flow chart of the power flow solution based on the improved forward push-back substitution method in the power system;

图2为含有多热源辐射型热力系统解耦图;Figure 2 is a decoupling diagram of a radiant thermal system with multiple heat sources;

图3为综合能源测试系统示意图;Figure 3 is a schematic diagram of a comprehensive energy testing system;

图4为电力系统潮流计算结果对比图。Figure 4 is a comparison diagram of the power flow calculation results of the power system.

具体实施方式Detailed ways

下面结合附图和实施例对本发明进行详细描述:The present invention is described in detail below in conjunction with accompanying drawing and embodiment:

本发明一种电-热互联综合能源系统建模与潮流计算方法,该方法针对含有分布式电源接入的电力系统中前推回代法的不足之处加以改进,再推广至含有多热源的辐射型热力系统中,从而实现综合能源系统的潮流解算,其包括以下步骤:The present invention is a method for modeling and calculating power flow of an electric-heat interconnected integrated energy system. The method is improved for the inadequacies of the forward push-back substitution method in a power system with distributed power supply access, and is extended to a power system with multiple heat sources. In the radiant thermal system, the power flow solution of the integrated energy system is realized, which includes the following steps:

步骤1:构建含有分布式电源接入的电力系统潮流计算模型,利用改进的前推回代法对PV节点进行特殊处理,实现分布式电源接入配电网的潮流计算。Step 1: Construct the power flow calculation model of the power system including the access of the distributed power source, and use the improved forward-backward substitution method to perform special processing on the PV nodes to realize the power flow calculation of the distributed power source access to the distribution network.

如图1所示,所述步骤1包括以下步骤:As shown in Figure 1, the step 1 includes the following steps:

S101:获取电力系统网络参数以及状态变量;S101: Acquire power system network parameters and state variables;

S102:设定电压初值,本发明中对电力系统中电压初值要求不高,在合理范围内即可;S102: Set the initial value of the voltage, the present invention does not require high initial value of the voltage in the power system, and can be within a reasonable range;

S103:利用改进的前推回代法计算电力系统潮流,所述改进的前推回代法分两个步骤进行电压和功率分布的计算,对于辐射型电网而言,首先选择从距离电源处较远的位置开始逆着功率传输方向计算每条支路的功率损耗以及节点功率,公式如下:S103: Calculate the power flow of the power system by using the improved forward push-back method. The improved forward push-back method is used to calculate the voltage and power distribution in two steps. The far position starts to calculate the power loss of each branch and the node power against the direction of power transmission, the formula is as follows:

Figure BDA0003274656030000061
Figure BDA0003274656030000061

其中,ΔS为功率损耗,ΔP为有功损耗,ΔQ为无功损耗,I为线路电流,Ri、Xi为线路参数,Pi、Qi为节点i处的有功功率以及无功功率,UN为线路的额定电压。Among them, ΔS is the power loss, ΔP is the active power loss, ΔQ is the reactive power loss, I is the line current, Ri and X i are the line parameters, Pi and Qi are the active power and reactive power at node i , U N is the rated voltage of the line.

其次,从电源开始,顺着功率传输的方向计算各条线路压降以及各节点电压,公式如下:Secondly, starting from the power supply, calculate the voltage drop of each line and the voltage of each node along the direction of power transmission. The formula is as follows:

ΔU=Zi·ΔS*=(Ri+jXi)(ΔP-jΔQ)=RiΔP+XiΔQΔU=Z i ·ΔS * =(R i +jX i )(ΔP-jΔQ)=R i ΔP+X i ΔQ

其中,ΔU为电压降落纵分量,Zi、Ri、Xi为线路参数,Pi为节点i处的有功功率以及无功功率,ΔP为有功损耗,ΔQ为无功损耗;Among them, ΔU is the longitudinal component of the voltage drop, Z i , R i , X i are the line parameters, Pi is the active power and reactive power at node i , ΔP is the active power loss, and ΔQ is the reactive power loss;

对于PV节点而言,有ΔP=0,则有:For the PV node, ΔP=0, then:

ΔQ=Xi -1·ΔUΔQ=X i -1 ·ΔU

其中,ΔQ为无功损耗,Xi为线路参数,ΔU为电压降落纵分量;Among them, ΔQ is the reactive power loss, X i is the line parameter, and ΔU is the longitudinal component of the voltage drop;

S104:利用改进的前推回代法对PV节点处的无功功率进行修正:S104: Correct the reactive power at the PV node by using the improved forward push-back substitution method:

对于分布式电源注入的配电网,电力系统中PV节点的数量会增加,在使用前推回代法时无法实现大量PV节点的计算,若将PV节点的无功出力初值记为0,可以将PV节点先等效成PQ节点以方便后续求解。使用改进前推回代法可以实现对PV节点无功功率的修正,即在每一次迭代时通过使用无功修正量进行PV节点注入无功功率的修正,从而保证数据的实时性,修正方程如下:For the distribution network injected by distributed power sources, the number of PV nodes in the power system will increase, and the calculation of a large number of PV nodes cannot be realized when the forward push-back method is used. If the initial value of the reactive power output of the PV nodes is recorded as 0, The PV node can be equivalent to the PQ node first to facilitate the subsequent solution. Using the improved forward push-back substitution method can realize the correction of the reactive power of the PV node, that is, by using the reactive power correction amount to correct the reactive power injected into the PV node in each iteration, so as to ensure the real-time performance of the data, the correction equation is as follows :

Figure BDA0003274656030000071
Figure BDA0003274656030000071

其中,ΔQ为无功修正量;γ∈(-1,1)为计算步长,一般取γ=0.1;Qi为PV节点计算所得的无功功率;Qij为所有与PV节点连接的支路和节点的无功功率,Pi为第i个PV节点的功率,R、X为线路参数,ΔUp为PV节点与相连节点的电压差,Ui为第i个PV节点的输入电压。Among them, ΔQ is the reactive power correction amount; γ∈(-1, 1) is the calculation step size, generally taking γ=0.1; Q i is the reactive power calculated by the PV node; Q ij is all the branches connected to the PV node. The reactive power of the road and the node, Pi is the power of the ith PV node, R and X are the line parameters, ΔU p is the voltage difference between the PV node and the connected node, and U i is the input voltage of the ith PV node.

S105:计算ΔU、Δδ、ΔQ的值;S105: Calculate the values of ΔU, Δδ, and ΔQ;

S106:判断各节点电压是否满足下式的收敛判定条件,如不满足则返回到潮流计算前对电压幅值、电压相角进行更新,并修正PV节点的无功功率,直至电压满足收敛判定条件输出潮流计算结果。收敛判定条件如下式:S106: Determine whether the voltage of each node satisfies the convergence judgment condition of the following formula, if not, return to the power flow calculation to update the voltage amplitude and voltage phase angle, and correct the reactive power of the PV node until the voltage meets the convergence judgment condition Output power flow calculation results. Convergence judgment conditions are as follows:

Figure BDA0003274656030000081
Figure BDA0003274656030000081

其中,

Figure BDA0003274656030000082
为第k次迭代所得电压值与初始给定电压值之差的绝对值,ε为收敛精度,
Figure BDA0003274656030000083
为k次迭代所得电压值,U0为初始给定电压值。in,
Figure BDA0003274656030000082
is the absolute value of the difference between the voltage value obtained in the k-th iteration and the initial given voltage value, ε is the convergence accuracy,
Figure BDA0003274656030000083
is the voltage value obtained by k iterations, and U 0 is the initial given voltage value.

S107:输出潮流计算结果;S107: output the calculation result of power flow;

步骤1实现了分布式电源接入配电网的潮流计算,对传统前推回代法不能处理PV节点的弊端做出了改进,使在每次迭代时都能对PV节点的无功进行修正。Step 1 realizes the power flow calculation of the distributed power supply connected to the distribution network, and improves the disadvantage that the traditional forward push-back method cannot handle the PV node, so that the reactive power of the PV node can be corrected in each iteration. .

步骤2:构建含有多热源辐射型热力系统模型,所述热力系统模型由水力模型和热力模型组成。将多热源辐射型热网转化成多个单热源辐射型热网,采用改进前推回代法进行解耦后的热网潮流计算。Step 2: constructing a multi-heat source radiation type thermodynamic system model, the thermodynamic system model is composed of a hydraulic model and a thermodynamic model. The multi-heat source radiation heat network is converted into multiple single heat source radiation heat networks, and the decoupled heat flow calculation is carried out by using the improved forward push-back method.

S201:所述热力系统模型由水力模型和热力模型组成,由所述水力模型得出管道中的水流量以及热负荷节点的注入水流量,使用如下的流量连续方程表示:S201: The thermal system model is composed of a hydraulic model and a thermal model, and the hydraulic model is used to obtain the water flow in the pipeline and the injected water flow of the heat load node, which is expressed by the following flow continuity equation:

Alm=mq A l m = m q

其中,Al为热负荷节点相对于各个管道的网络关联矩阵,m为管道中的热水流量向量,mq为热负荷节点的注入水流量向量。Among them, A l is the network correlation matrix of the heat load node relative to each pipeline, m is the hot water flow vector in the pipeline, and m q is the injected water flow vector of the heat load node.

压强环路方程:Pressure loop equation:

Bhf=0Bh f = 0

其中,B为供热环路中管道的支路关联矩阵,hf为管道中热水的压强变化向量。Among them, B is the branch correlation matrix of the pipeline in the heating loop, and h f is the pressure change vector of the hot water in the pipeline.

由所述热力模型确定热网各个节点的温度,节点注入热功率与质量流量以及节点温度的关系:The temperature of each node of the thermal network, the relationship between the injected thermal power and the mass flow rate and the node temperature are determined from the thermal model:

φ=φiEi=cpm(Til-Tol)φ=φ iEi =c p m(T il -T ol )

其中,φ为节点注入热功率向量,φi为节点热负荷功率向量,φEi为节点电锅炉注入热功率向量,cp为水的比热容,m为质量流量,Til为节点供水温度向量,Tol为节点回水温度向量。Among them, φ is the injected heat power vector of the node, φ i is the node heat load power vector, φ Ei is the injected heat power vector of the electric boiler at the node, cp is the specific heat capacity of water, m is the mass flow rate, and T il is the node water supply temperature vector, T ol is the node return water temperature vector.

管道首尾两端温度的变化关系:The relationship between the temperature changes at the beginning and end of the pipe:

Figure BDA0003274656030000091
Figure BDA0003274656030000091

其中Tend为热水流出管道的温度,Tstart为热水流进管道的温度,Te为外界自然温度,λ为管道内单位长度的热传导系数,d为管道传输距离,Cp为水的比热容,m为质量流量,μ为温度补偿参数。where T end is the temperature at which the hot water flows out of the pipe, T start is the temperature at which the hot water flows into the pipe, T e is the outside natural temperature, λ is the heat transfer coefficient per unit length in the pipe, d is the transmission distance of the pipe, and C p is the temperature of the water. Specific heat capacity, m is mass flow, μ is temperature compensation parameter.

热水从热源流出经过不同的热网最后在热负荷处混合,可以用下列公式表示:The hot water flows from the heat source through different heat networks and finally mixes at the heat load, which can be expressed by the following formula:

Figure BDA0003274656030000092
Figure BDA0003274656030000092

其中,mout,a为第a条支路流出管道的支路流量,Tout为节点返回混合温度,min,b为第b条支路流入管道的支路流量,Tin,b为第b条支路流入节点的末端管道温度。Among them, m out,a is the branch flow of the a-th branch out of the pipeline, T out is the node return mixing temperature, min ,b is the branch flow of the b-th branch into the pipeline, and T in,b is the branch flow of the b-th branch. The pipe temperature at the end of the b branch into the node.

S202:将多热源辐射型热网转化成多个单热源辐射型热网,如图2所示的含有多热源辐射型热力系统模型,在该模型中有两个热源同时对热负荷进行供热,则要将这两个热源转化成两个等效热源对热负荷进行供热,从而将多热源辐射型热网转化成多个单热源辐射型热网后再进行潮流计算,转化方式如下:S202: Convert the multi-heat source radiation type heat network into multiple single heat source radiation type heat networks, as shown in Figure 2, which contains a multi-heat source radiation type thermal system model. In this model, there are two heat sources that simultaneously supply heat to the heat load , then the two heat sources should be converted into two equivalent heat sources to supply heat to the heat load, so that the multi-heat source radiation type heat network is converted into multiple single heat source radiation type heat networks and then the power flow calculation is performed. The conversion method is as follows:

Figure BDA0003274656030000093
Figure BDA0003274656030000093

改写成矩阵形式为:Rewritten in matrix form as:

Figure BDA0003274656030000094
θ∈(1,m)
Figure BDA0003274656030000094
θ∈(1, m)

其中,

Figure BDA0003274656030000101
(i=1,…,n,n表示从节点分流的管道数目,j=1,…,m,m表示热网中热源数目)为转化后所对应的单热源辐射型热网的管道流量,
Figure BDA0003274656030000102
(i=1,…,n)为对应热源向节点输入的管道流量,
Figure BDA0003274656030000103
(i=1,…,n)为转化前的支路流量即多热源辐射型热网所对应的管道流量;in,
Figure BDA0003274656030000101
(i=1, .
Figure BDA0003274656030000102
(i=1,...,n) is the pipeline flow input from the corresponding heat source to the node,
Figure BDA0003274656030000103
(i=1,...,n) is the branch flow before conversion, that is, the pipeline flow corresponding to the multi-heat source radiation heat network;

Figure BDA0003274656030000104
Figure BDA0003274656030000104

其中,

Figure BDA0003274656030000105
(i=1,…,m,m为热网中热源数目)为多热源辐射型热网等效成多个单热源辐射型热网后等效热负荷功率,φl为等效前的节点热负荷功率。in,
Figure BDA0003274656030000105
(i=1,..., m, m is the number of heat sources in the heat network) is the equivalent heat load power after the multi-heat source radiation heat network is equivalent to multiple single heat source radiation heat networks, φ l is the node before the equivalent Thermal load power.

S203:采用改进的前推回代法进行解耦后的热网潮流计算,将热网解耦后进行以下的类比:S203: Use the improved forward push-back method to calculate the thermal network power flow after decoupling, and perform the following analogy after decoupling the thermal network:

将热力系统中的温度类比为电力系统中的电压,热流即质量流量类比成电力系统中的电流,热负荷节点类比成电力系统中的PQ节点,热源节点类比为电力系统中的PV节点,对于供热温度已知的节点则类比为电力系统中的平衡节点,利用上述的类比思想可将热力系统等效成电力系统进行潮流的求解,求解方法则使用步骤1所述的改进前推回代法。The temperature in the thermal system is analogous to the voltage in the power system, the heat flow or mass flow is analogous to the current in the power system, the heat load node is analogous to the PQ node in the power system, and the heat source node is analogous to the PV node in the power system. The node with known heating temperature is analogous to the balance node in the power system. Using the above analogy idea, the thermal system can be equivalent to the power system to solve the power flow. Law.

步骤2通过构建含有多热源辐射型热力系统模型,将多热源辐射型热网转换为多个单热源辐射型热网,并类比步骤1中所提出的改进前推回代法实现了多热源辐射型热网的潮流解算。In step 2, by constructing a multi-heat source radiation thermal system model, the multi-heat source radiation heat network is converted into multiple single heat source radiation heat networks, and the multi-heat source radiation is realized by analogy to the improved forward-backward substitution method proposed in step 1. Power flow solution for type heat network.

步骤3:在电力系统潮流计算模型和热力系统模型的基础上,对电力系统和热力系统两个系统耦合部分进行建模,实现整个电-热互联综合能源系统的能流计算。Step 3: Based on the power flow calculation model and the thermal system model of the power system, model the coupling parts of the power system and the thermal system to realize the energy flow calculation of the entire power-thermal interconnected integrated energy system.

所述步骤3包括以下步骤:The step 3 includes the following steps:

步骤301:电-热联合系统耦合部分建模:Step 301: Model the coupling part of the combined electric-thermal system:

背压机组作为一种广泛使用的热电机组,其设备中不包含凝汽器,在背压机组中排气热量将会被全部利用起来,所具有的热效率较高。其缺点在于背压机组发电量要以产热量为基础,调控灵敏度性不强。因此在热力系统中一般会选择背压机组作为热力系统主热源,电锅炉作为调峰热源。As a widely used thermal power unit, the back pressure unit does not contain a condenser, and the exhaust heat will be fully utilized in the back pressure unit, which has a high thermal efficiency. The disadvantage is that the power generation of the back pressure unit is based on the heat production, and the control sensitivity is not strong. Therefore, in the thermal system, the back pressure unit is generally selected as the main heat source of the thermal system, and the electric boiler is used as the peak-shaving heat source.

背压机组发出的热功率与电功率满足以下关系:The thermal power and electric power emitted by the back pressure unit satisfy the following relationship:

ζ-1·φBY=PBY ζ -1 ·φ BY =P BY

其中ζ为产热产电比,一般为定值,φBY为背压机组发出的热功率,PBY为背压机组发出的电功率;Among them, ζ is the ratio of heat and electricity generation, which is generally a fixed value, φ BY is the thermal power generated by the back pressure unit, and P BY is the electrical power generated by the back pressure unit;

调峰电锅炉发出的热功率与电功率满足下式:The thermal power and electric power emitted by the peak-shaving electric boiler satisfy the following formula:

δ-1·φEB=PEB δ -1 ·φ EB =P EB

其中δ为产热产电比,一般为定值,φEB为调峰电锅炉发出的热功率,PEB为调峰电锅炉发出的电功率。Among them, δ is the ratio of heat generation and electricity generation, which is generally a fixed value, φ EB is the thermal power emitted by the peak-shaving electric boiler, and P EB is the electric power emitted by the peak-shaving electric boiler.

步骤302:利用步骤301所述的耦合部分建模将热力系统中所有平衡节点的热功率之和转化为电负荷的功率,实现热力系统向电力系统潮流求解的转化过程。Step 302: Using the coupling part modeling described in Step 301 to convert the sum of the thermal power of all the balance nodes in the thermal system into the power of the electrical load, so as to realize the transformation process from the thermal system to the power flow solution of the power system.

以图3所示的综合能源测试系统为例,热力系统和电力系统通过热电联产机组耦合在一起。热网部分包括两个使用背压机组的热源节点Source 1、Source 2、位于5号节点的调峰电锅炉,以及14个热负荷节点,调峰比取为0.45,热电联产机组供热温度设为120℃,热电比为1.4,热负荷均取为0.5MW,自然环境温度为2℃,每段管道长度设为1.58km,管道内单位长度的热传导系数设为0.289Wm-1·K-1,管道直径取为100mm,根据步骤2所述的将多热源辐射型热网转化成多个单热源辐射型热网,并使用改进的前推回代法计算热力系统的潮流,表1为热力系统管道流量,表2为热力系统节点供给温度及节点返回温度。Taking the integrated energy test system shown in Figure 3 as an example, the thermal system and the power system are coupled together through a cogeneration unit. The heat network part includes two heat source nodes Source 1 and Source 2 using back pressure units, a peak-shaving electric boiler located at node 5, and 14 heat load nodes. The peak-shaving ratio is taken as 0.45, and the cogeneration unit provides heat. The temperature is set to 120°C, the thermoelectric ratio is set to 1.4, the heat load is set to 0.5MW, the natural environment temperature is set to 2°C, the length of each pipeline section is set to 1.58km, and the thermal conductivity per unit length of the pipeline is set to 0.289Wm -1 ·K -1 , the diameter of the pipeline is taken as 100mm, according to step 2, the multi-heat source radiation type heat network is converted into multiple single heat source radiation type heat network, and the improved forward push-back substitution method is used to calculate the power flow of the thermal system, Table 1 is the pipeline flow of the thermal system, and Table 2 is the supply temperature of the thermal system node and the node return temperature.

表1热力系统管道流量Table 1 Pipe flow of thermal system

Figure BDA0003274656030000111
Figure BDA0003274656030000111

Figure BDA0003274656030000121
Figure BDA0003274656030000121

表2热力系统节点供给温度及节点返回温度Table 2 Node supply temperature and node return temperature of thermal system

Figure BDA0003274656030000122
Figure BDA0003274656030000122

热力系统与电力系统通过节点14相耦合,节点14的热功率为7.32725MW,转换为电功率为5.23375MW。The thermal system and the power system are coupled through the node 14, and the thermal power of the node 14 is 7.32725MW, which is converted into electric power of 5.23375MW.

电网部分选择14节点配电网络,节点1接外部电网,电压幅值为1.00pu,节点2为PV节点,电压幅值为0.993pu,节点6为PV节点,电压幅值为0.964pu,其余节点为PQ节点。根据图1电力系统基于改进前推回代法潮流求解流程图进行编程,首先将1、2节点看作PQ节点,进行第一次迭代计算,再返回程序进行无功修正量的计算,将无功修正量代入后进行下一次迭代计算,迭代三次后满足收敛判定条件输出电力系统潮流计算结果。使用该方法将得到的潮流计算结果与潮流计算传统的牛顿-拉夫逊方法结果相比见图4,节点电压的最大误差为0.00028%,验证了该方法的准确性。The power grid part selects a 14-node power distribution network, node 1 is connected to the external power grid, the voltage amplitude is 1.00pu, node 2 is the PV node, the voltage amplitude is 0.993pu, node 6 is the PV node, the voltage amplitude is 0.964pu, and the remaining nodes are is the PQ node. According to Figure 1, the power system is programmed based on the power flow solution flow chart of the improved forward push-back substitution method. First, nodes 1 and 2 are regarded as PQ nodes, and the first iterative calculation is performed, and then the program is returned to the calculation of the reactive power correction amount. After the power correction amount is substituted, the next iterative calculation is performed. After three iterations, the convergence judgment condition is satisfied and the power flow calculation result of the power system is output. The power flow calculation results obtained using this method are compared with the traditional Newton-Raphson method for power flow calculation as shown in Figure 4. The maximum error of the node voltage is 0.00028%, which verifies the accuracy of the method.

Claims (5)

1. A modeling and load flow calculation method for an electric-thermal interconnection comprehensive energy system is characterized by comprising the following steps:
step 1: a power system load flow calculation model containing distributed power supply access is constructed, PV nodes are processed by an improved forward-backward substitution method, and load flow calculation of the distributed power supply access to a power distribution network is achieved;
step 2: constructing a model containing a multi-heat-source radiation type thermodynamic system, wherein the thermodynamic system model consists of a hydraulic model and a thermodynamic model, converting a multi-heat-source radiation type heat supply network into a plurality of single-heat-source radiation type heat supply networks, and performing decoupled heat supply network load flow calculation by utilizing an improved forward-backward substitution method; the conversion mode of converting the multi-heat-source radiation type heat supply network into a plurality of single-heat-source radiation type heat supply networks is as follows:
Figure FDA0003274656020000011
wherein,
Figure FDA0003274656020000012
(i is 1, …, n, n represents the number of pipelines branched from the node, j is 1, …, m, m represents the number of heat sources in the heat supply network) is the pipeline flow of the corresponding single heat source radiation type heat supply network after conversion,
Figure FDA0003274656020000013
(i is 1, …, n) is the pipe flow rate corresponding to the heat source input to the node,
Figure FDA0003274656020000014
(i is 1, …, n) is branch flow before conversion, namely pipeline flow corresponding to the multi-heat-source radiation type heat supply network;
Figure FDA0003274656020000015
wherein,
Figure FDA0003274656020000016
(i is 1, …, m is the number of heat sources in the heat supply network) is equivalent to the equivalent heat load power after a multi-heat-source radiation type heat supply network is equivalent to a plurality of single-heat-source radiation type heat supply networks, philThe node thermal load power before equivalence;
and step 3: on the basis of a power flow calculation model and a thermodynamic system model of the power system, a model is established for the coupling part of the power system and the thermodynamic system, and the energy flow calculation of the whole electricity-heat interconnection comprehensive energy system is realized.
2. The modeling and load flow calculation method for electric-thermal interconnection integrated energy system according to claim 1, characterized in that the step 1 comprises the following steps:
s101: acquiring network parameters and state variables of the power system;
s102: setting an initial voltage value, wherein the requirement on the initial voltage value in the power system is not high and only within a reasonable range;
s103: calculating the power flow of the power system by using an improved forward-backward substitution method, wherein the formula is as follows:
Figure FDA0003274656020000021
where Δ S is power loss, Δ P is active loss, Δ Q is reactive loss, I is line current, R is power loss, Δ P is active loss, Δ Q is reactive loss, and Δ Q is line currenti、XiAs a line parameter, Pi、QiFor active and reactive power at node i, UNIs the rated voltage of the line;
ΔU=Zi·ΔS*=(Ri+jXi)(ΔP-jΔQ)=RiΔP+XiΔQ
wherein, Δ U is the longitudinal component of voltage drop, Zi、Ri、XiAs a line parameter, PiActive power and reactive power at a node i are shown, delta P is active loss, and delta Q is reactive loss;
for a PV node, if Δ P is 0, then:
ΔQ=Xi -1·ΔU
wherein, Delta Q is reactive loss, XiIs a line parameter, and delta U is a voltage drop longitudinal component;
s104: correcting the reactive power of the PV node, namely correcting the reactive power injected into the PV node by using a reactive correction value in each iteration so as to ensure the real-time performance of data, wherein a correction equation is as follows:
Figure FDA0003274656020000022
wherein, the delta Q is a reactive correction quantity; gamma belongs to (-1, 1) as the calculation step length, and is generally equal to 0.1; qiCalculating the obtained reactive power for the PV node; qijFor all branches and nodes connected to the PV node, PiPower of the ith PV node, R, X is the line parameter, Δ UpIs the voltage difference between the PV node and the connected node, UiThe input voltage of the ith PV node;
s105: calculating values of delta U, delta and delta Q;
s106: and judging whether the voltage of each node meets the convergence judgment condition of the following formula, if not, returning to the step of updating the voltage amplitude and the voltage phase angle before the load flow calculation, and correcting the reactive power of the PV node until the voltage meets the convergence judgment condition to output a load flow calculation result. The convergence determination condition is as follows:
Figure FDA0003274656020000031
wherein,
Figure FDA0003274656020000032
is the absolute value of the difference between the voltage value obtained in the kth iteration and the initial given voltage value, epsilon is the convergence accuracy,
Figure FDA0003274656020000033
for the voltage values obtained for k iterations, U0Is an initial given voltage value;
s107: and outputting a load flow calculation result.
3. The modeling and load flow calculation method for electric-thermal interconnection comprehensive energy system according to claim 1, wherein the water flow in the pipeline and the injection water flow of the thermal load node are obtained from the hydraulic model in step 2, and are expressed by using the following flow continuity equation:
Alm=mq
wherein A islIs a network incidence matrix of heat load nodes relative to each pipeline, m is a hot water flow vector in the pipeline, m isqThe injection water flow vector for the heat load node.
4. The method for modeling and load flow calculation of an electric-thermal interconnected integrated energy system according to claim 1, wherein the temperature of each node of the heat supply network is determined by the thermodynamic model in step 2, specifically:
φ=φiEi=cpm(Til-Tol)
wherein phi is a thermal power vector injected into the node, phiiIs a node thermal load power vector, phiEiInjecting a thermal power vector, c, into the nodal electric boilerpIs the specific heat capacity of water, m is the mass flow, TilSupply water temperature vector, T, to the nodeolTo the node return water temperatureAn amount;
Figure FDA0003274656020000034
wherein T isendFor the temperature of the hot water flowing out of the pipe, TstartFor the temperature of the hot water flowing into the pipe, TeIs the external natural temperature, lambda is the heat conduction coefficient per unit length in the pipeline, d is the pipeline transmission distance, CpIs the specific heat capacity of water, m is the mass flow, mu is the temperature compensation parameter;
Figure FDA0003274656020000041
wherein m isout,aFor branch flow of the a-th branch out of the pipe, ToutReturn the mixing temperature, m, for the nodein,bBranch flow, T, for the b-th branch into the pipein,bAnd (4) flowing the terminal pipe temperature of the node for the b branch.
5. The modeling and load flow calculation method for electric-thermal interconnection integrated energy system according to claim 1, wherein the step 3 comprises the steps of:
step 301: modeling the coupling part of the electric-thermal combined system:
when the backpressure unit is used as a main heat source of a thermodynamic system and the electric boiler is used as a peak regulation heat source, the thermal power and the electric power generated by the backpressure unit satisfy the following relations:
ζ-1·φBY=PBY
where ζ is the ratio of heat generation to electricity generation, and is generally a constant value, φBYFor heat power, P, from backpressure unitsBYElectric power generated for the backpressure unit;
the thermal power and the electric power generated by the peak-shaving electric boiler satisfy the following formula:
δ-1·φEB=PEB
wherein delta is the ratio of heat production to electricity production, and is generally a constant value phiEBFor the thermal power, P, generated by peak-shaving electric boilersEBElectric power generated for the peak shaving electric boiler;
step 302: and converting the sum of the thermal powers of all the balance nodes in the thermodynamic system into the power of the electrical load by utilizing the coupling part modeling in the step 301, so as to realize the conversion process from the thermodynamic system to the power flow solution of the power system.
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