CN111555280B - Post-disaster recovery control method of flexible distribution network based on electric-gas integrated energy system - Google Patents
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Abstract
Description
技术领域technical field
本公开属于弹性配电网系统优化技术领域,尤其涉及基于电-气综合能源系统的弹性配电网灾后恢复控制方法。The present disclosure belongs to the technical field of elastic distribution network system optimization, and in particular relates to a post-disaster recovery control method for an elastic distribution network based on an electric-gas integrated energy system.
背景技术Background technique
本部分的陈述仅仅是提供了与本公开相关的背景技术信息,不必然构成在先技术。The statements in this section merely provide background information related to the present disclosure and do not necessarily constitute prior art.
近年来,随着全球温度升高及环境污染日益加重,极端天气频发。据统计,我国平均每年登录的台风高达9.09个,台风、地震、暴雪等极端事件不仅会造成经济损失,还会威胁人们的生命安全,进而阻碍社会经济的发展。电能的利用已经渗透到生活的方方面面,若想减少经济损失,加快灾后重建,快速恢复正常生活状态,电能的持续不间断是必不可少的。配电网中作为提供电能这一重要能源的根本,必须承担起不受灾害严重影响持续供电以供灾后重建的任务。因此,如何使配电网的灾后恢复具有快速性、高效性、经济性是目前亟待开展的课题。In recent years, with the increase in global temperature and increasing environmental pollution, extreme weather has occurred frequently. According to statistics, an average of 9.09 typhoons are registered every year in my country. Extreme events such as typhoons, earthquakes, and snowstorms will not only cause economic losses, but also threaten people's lives and hinder social and economic development. The utilization of electric energy has penetrated into all aspects of life. If we want to reduce economic losses, speed up post-disaster reconstruction, and quickly restore normal living conditions, continuous and uninterrupted electric energy is essential. The distribution network, as the basis for providing electric energy, an important energy source, must undertake the task of continuing to supply power without being seriously affected by disasters for post-disaster reconstruction. Therefore, how to make the post-disaster recovery of the distribution network fast, efficient and economical is an urgent topic to be carried out at present.
目前,综合能源系统中配电网的灾后恢复的研究思路有多种,其采用的模型与方法均有所不同。在建模方法方面,常用的方法主要有两种,一种是基于电网、天然气网络物理描述的简化数学模型,另一种是基于能源集线器的建模方法。在问题构建方面,一类研究通过选取典型故障场景进行计算,另一类研究采用随机故障场景、不确定性故障断线集与决策变量优化的方法全面考虑故障场景情况,但是多数研究的探究对象只针对于配电网。在优化目标方面,大多的研究集中在拯救系统失负荷量最大,对于配电网灾后恢复的经济性考虑较少。在研究内容方面,多数的研究只采用一种或两种措施共同优化,恢复失负荷供电,鲜有研究通过多种优化措施在保证安全经济的同时,给出多种恢复措施的优化组合。在优化方法方面,一类研究采用列与约束生成(Column-and-Constraint Generationalgorithm, C&CG)算法或Benders算法等多层迭代算法,另一类研究采用建模求解器求解的方法,还有少部分研究采用的蚁群算法等智能算法,迭代算法一般存在建模比较复杂,较难收敛的问题,而智能算法具有易陷入局部最优解的缺点。At present, there are many research ideas for post-disaster recovery of distribution network in integrated energy systems, and the models and methods used are different. In terms of modeling methods, there are two commonly used methods, one is a simplified mathematical model based on the physical description of power grids and natural gas networks, and the other is a modeling method based on energy hubs. In terms of problem construction, one type of research selects typical fault scenarios for calculation, and the other type of research uses random fault scenarios, uncertain fault disconnection sets, and decision variable optimization to comprehensively consider fault scenarios. Only for distribution network. In terms of optimization objectives, most of the researches focus on rescuing the system with the largest loss of load, and less consideration is given to the economics of post-disaster recovery of distribution networks. In terms of research content, most of the studies only use one or two measures to optimize together to restore power supply without load. Few studies provide an optimal combination of multiple restoration measures while ensuring safety and economy through multiple optimization measures. In terms of optimization methods, one type of research uses multi-layer iterative algorithms such as Column-and-Constraint Generationalgorithm (C&CG) algorithm or Benders algorithm, the other type of research uses the method of modeling solver, and there are a few The ant colony algorithm and other intelligent algorithms used in the research, the iterative algorithm generally has the problem of complicated modeling and difficult to converge, and the intelligent algorithm has the disadvantage that it is easy to fall into the local optimal solution.
发明内容SUMMARY OF THE INVENTION
为克服上述现有技术的不足,本公开提供了基于电-气综合能源系统的弹性配电网灾后恢复控制方法,在保证配电网灾后系统大部分负荷恢复供电的基础上将多种灾后恢复措施进行优化调整。In order to overcome the above-mentioned deficiencies of the prior art, the present disclosure provides a post-disaster recovery control method for a flexible distribution network based on an electric-gas integrated energy system. measures to optimize.
为实现上述目的,本公开的一个或多个实施例提供了如下技术方案:To achieve the above purpose, one or more embodiments of the present disclosure provide the following technical solutions:
基于电-气综合能源系统的弹性配电网灾后恢复控制方法,包括:The post-disaster recovery control method of flexible distribution network based on electric-gas integrated energy system includes:
根据故障处对网络进行潮流建模;Modeling the power flow of the network according to the fault location;
以全部恢复失负荷量灾后恢复策略费用最低为目标,基于网络重构、柴油发电机及燃气轮机三种灾后恢复措施模型得到最优协调方案;Aiming at the lowest cost of restoring all the lost loads, the optimal coordination scheme is obtained based on three post-disaster recovery measures models of network reconfiguration, diesel generators and gas turbines;
判断形成的微电网是否满足可靠性运行条件,若不满足,以路径最优方案移动MESS,直至形成的微电网满足可靠性运行条件。It is judged whether the formed microgrid satisfies the reliability operation conditions. If not, the MESS is moved with the optimal path scheme until the formed microgrid meets the reliability operation conditions.
以上一个或多个技术方案存在以下有益效果:One or more of the above technical solutions have the following beneficial effects:
(1)本公开基于电-气综合能源的弹性配电网灾后恢复控制运行方法,通过网络重构、柴油发电机或MESS和天然气网络通过燃气轮机的能量支撑三种优化策略,以灾后恢复策略费用最低为优化目标,提高了配电网的弹性,以拯救失负荷量为负荷约束条件,保证了快速有效最大恢复供电负荷。(1) The present disclosure is a post-disaster recovery control operation method for a flexible distribution network based on electric-gas integrated energy. There are three optimization strategies through network reconfiguration, diesel generators or MESS and natural gas network through the energy support of gas turbines. The lowest is the optimization goal, which improves the flexibility of the distribution network, and the load constraint condition is to save the lost load, which ensures the rapid and effective restoration of the maximum power supply load.
(2)给出三种灾后恢复措施的最优协调方案,指导配电网在保证全部恢复供电负荷的同时,最小化配电网灾后恢复费用,保证配电网灾后恢复运行的安全性、可靠性、经济性。(2) The optimal coordination scheme of three post-disaster recovery measures is given to guide the distribution network to minimize the post-disaster recovery cost of the distribution network while ensuring all the power supply loads are restored, and to ensure the safety and reliability of the distribution network’s post-disaster recovery operation. sex, economy.
(3)通过MESS的移动,保证网络重构后的微电网内能够满足较长时间安全可靠运行的要求。(3) Through the movement of MESS, it is ensured that the microgrid after network reconstruction can meet the requirements of safe and reliable operation for a long time.
(4)通过对配电网进行网格化划分,优化出MESS的最优移动路径,保证了MESS的移动费用和移动时间达到最优。(4) The optimal moving path of the MESS is optimized by grid division of the distribution network, which ensures the optimal moving cost and moving time of the MESS.
附图说明Description of drawings
构成本公开的一部分的说明书附图用来提供对本公开的进一步理解,本公开的示意性实施例及其说明用于解释本公开,并不构成对本公开的不当限定。The accompanying drawings that constitute a part of the present disclosure are used to provide further understanding of the present disclosure, and the exemplary embodiments of the present disclosure and their descriptions are used to explain the present disclosure and do not constitute an improper limitation of the present disclosure.
图1为本公开实施例一中提供的灾后恢复策略详细流程图;1 is a detailed flowchart of the post-disaster recovery strategy provided in Embodiment 1 of the present disclosure;
图2为本公开实施例一中提供的分布式计算框架图。FIG. 2 is a distributed computing framework diagram provided in Embodiment 1 of the present disclosure.
具体实施方式Detailed ways
应该指出,以下详细说明都是示例性的,旨在对本公开提供进一步的说明。除非另有指明,本文使用的所有技术和科学术语具有与本公开所属技术领域的普通技术人员通常理解的相同含义。It should be noted that the following detailed description is exemplary and intended to provide further explanation of the present disclosure. Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this disclosure belongs.
需要注意的是,这里所使用的术语仅是为了描述具体实施方式,而非意图限制根据本公开的示例性实施方式。如在这里所使用的,除非上下文另外明确指出,否则单数形式也意图包括复数形式,此外,还应当理解的是,当在本说明书中使用术语“包含”和/或“包括”时,其指明存在特征、步骤、操作、器件、组件和/或它们的组合。It should be noted that the terminology used herein is for the purpose of describing specific embodiments only, and is not intended to limit the exemplary embodiments according to the present disclosure. As used herein, unless the context clearly dictates otherwise, the singular is intended to include the plural as well, furthermore, it is to be understood that when the terms "comprising" and/or "including" are used in this specification, it indicates that There are features, steps, operations, devices, components and/or combinations thereof.
在不冲突的情况下,本公开中的实施例及实施例中的特征可以相互组合。The embodiments of this disclosure and features of the embodiments may be combined with each other without conflict.
为减少配电网灾后恢复的恢复措施费用,保证配电网灾后大部分恢复供电的同时,提高配电网灾后恢复的经济性。本公开提出了一种基于电-气综合能源系统的弹性配电网灾后恢复控制系统和方法。所提发明可满足配电网灾后快速可靠恢复供电的同时,提高配电网的经济性,保证配电网灾后运行的安全性、可靠性和经济性。In order to reduce the cost of recovery measures for the post-disaster recovery of the distribution network, ensure that most of the power supply is restored after the distribution network, and at the same time improve the economics of the post-disaster recovery of the distribution network. The present disclosure proposes a post-disaster recovery control system and method for a flexible distribution network based on an electric-gas integrated energy system. The proposed invention can improve the economy of the distribution network and ensure the safety, reliability and economy of the operation of the distribution network after the disaster, while satisfying the fast and reliable power supply recovery of the distribution network after the disaster.
配电网的弹性提升方法按照时间的先后顺序分为如图1所示的四个阶段,弹性规划、预防响应、紧急响应和灾后恢复。弹性规划主要是正常运行阶段通过配置资源和规划网络线路提高配电网的抵御灾害的能力;预防响应主要针对预测到灾害来临前对配电网采取一定的措施提高配电网抵御灾害的能力;紧急相应主要是针对灾害发生后短暂时间内系统运行如何再调整恢复配电网正常运行状态;灾后恢复主要是配电网弹性提升的最后一个阶段,在保证灾后负荷几乎完全恢复供电的同时,提高配电网灾后恢复的经济性,优化弹性提高措施的手段。配电网本公开针对的弹性提升方法主要是图1所示的第四阶段-灾后恢复。The method of improving the elasticity of the distribution network is divided into four stages as shown in Figure 1 according to the order of time, elastic planning, preventive response, emergency response and post-disaster recovery. Elastic planning is mainly to improve the ability of the distribution network to resist disasters by allocating resources and planning network lines in the normal operation phase; preventive response is mainly aimed at taking certain measures to the distribution network before the disaster is predicted to improve the ability of the distribution network to resist disasters; The emergency response is mainly aimed at how to readjust the system operation to restore the normal operation of the distribution network within a short time after the disaster occurs; the post-disaster recovery is mainly the last stage of the improvement of the flexibility of the distribution network. Economics of post-disaster recovery of distribution networks, means of optimizing resilience improvement measures. The elasticity improvement method of the power distribution network is mainly the fourth stage shown in FIG. 1 - post-disaster recovery.
实施例一Example 1
本实施例公开了基于电-气综合能源系统的弹性配电网灾后恢复控制方法,具体实施流程如图2所示,在故障发生后经过弹性配电网的紧急响应后,能够保证弹性配电网中的大部分负荷恢复供电的基础上,首先针对配电网的现有状态进行潮流建模,其次以灾后恢复策略费用最低为优化目标,对网络重构、柴油发电机或者MESS、燃气轮机三种恢复策略进行优化调整,通过最小化费用为目标函数进行模型求解,最后判断形成微电网是否满足可靠运行的条件,若满足运行条件输出最优灾后恢复策略;若不满足根据路径最优方案移动MESS。This embodiment discloses a post-disaster recovery control method for an elastic distribution network based on an electric-gas integrated energy system. The specific implementation process is shown in Figure 2. After the emergency response of the elastic distribution network after a fault occurs, the elastic distribution can be guaranteed. On the basis of restoring power supply to most of the loads in the network, firstly, the power flow modeling is carried out according to the existing state of the distribution network, and secondly, the optimization goal is to minimize the cost of the post-disaster recovery strategy. The optimal recovery strategy is optimized and adjusted, and the model is solved by minimizing the cost as the objective function. Finally, it is judged whether the formed microgrid meets the conditions for reliable operation. If the operating conditions are met, the optimal post-disaster recovery strategy is output; MESS.
本实施例中,基于电-气综合能源系统的弹性配电网灾后恢复控制方法参照图2,具体为首先根据故障位置对网络进行潮流建模;其次在保证大部分负荷供电恢复的基础上,通过建立网络重构、燃气轮机和柴油发电机或者调用MESS三种灾后恢复措施模型,以灾后恢复措施的费用最低为优化目标,考虑配电网网络重构约束、天然气网络约束、能量转换设备约束、系统安装元件约束、恢复负荷约束等,给出三种优化措施的灾后恢复策略组合;最后对方案结果进行判断形成的微电网是否满足可靠运行的条件,根据所建立的配电网路径模型以最短移动时间为优化目标移动MESS,再次进行方案优化,直至网络重构的微电网拓扑结构满足安全运行的条件结束优化。本题中的优化问题采用Gurobi求解器进行求解。In this embodiment, the post-disaster recovery control method of the flexible distribution network based on the electric-gas integrated energy system refers to Fig. 2, specifically, firstly, the network is modeled according to the fault location; secondly, on the basis of ensuring the power supply recovery of most loads, By establishing three models of post-disaster recovery measures, including network reconfiguration, gas turbine and diesel generator, or calling MESS, the optimization goal is to minimize the cost of post-disaster recovery measures, considering the constraints of distribution network network reconstruction, natural gas network constraints, energy conversion equipment constraints, System installation component constraints, restoration load constraints, etc., the post-disaster recovery strategy combination of three optimization measures is given; finally, the results of the scheme are judged whether the formed microgrid meets the conditions of reliable operation, and the shortest path model is established according to the distribution network path model. The moving time is the optimization target to move the MESS, and the scheme optimization is carried out again until the microgrid topology structure of the network reconstruction meets the conditions for safe operation, and the optimization ends. The optimization problem in this problem is solved using the Gurobi solver.
其中,所述给出最优多种措施最优的协调方案中,以全部恢复供电负荷为约束条件,通过配电网中的燃气轮机的安装地点和光伏安装地点进行网络重构,保证负荷供电,缺失部分通过MESS移动或者添加柴油发电机供给,保证负荷全部恢复供电,在此基础上,以各种恢复措施的费用最低为优化目标,给出经济最优的灾后恢复策略。Among them, in the optimal coordination scheme given the optimal multiple measures, all the power supply loads are restored as constraints, and network reconstruction is carried out through the installation site of the gas turbine and the photovoltaic installation site in the distribution network to ensure the power supply to the load. The missing part is moved or supplied by diesel generators through MESS to ensure that all loads are restored to power supply. On this basis, the optimal economical post-disaster recovery strategy is given with the lowest cost of various recovery measures as the optimization goal.
验证所形成的微电网能否满足正常安全可靠运行的条件。Verify whether the formed microgrid can meet the conditions of normal, safe and reliable operation.
若满足给出最后在满足全部恢复供电负荷的基础上经济最优的灾后恢复策略;若不满足根据路径最优方案给出MESS移动的最优路线使形成的微电网全部满足正常可靠运行的方案。If it is satisfied, the economic optimal post-disaster recovery strategy will be given on the basis of satisfying all the restored power supply loads; if not, the optimal route of MESS movement will be given according to the optimal path scheme, so that the formed microgrid can all meet the normal and reliable operation scheme .
其中,若网络重构后形成的微电网中只含有光伏或只含有储能都不能满足微电网安全可靠的运行,因此需要选择时间最短的路径移动MESS给出 MESS的最优移动路线方案。Among them, if the microgrid formed after the network reconstruction only contains photovoltaics or only energy storage, the safe and reliable operation of the microgrid cannot be satisfied. Therefore, it is necessary to select the path with the shortest time to move the MESS to give the optimal moving route scheme of the MESS.
关键问题解释:Explanation of key issues:
1、配电网网络约束及重构约束1. Distribution network constraints and reconfiguration constraints
配电网的潮流模型采用如下所示的线性化处理的DistFlow潮流模型。The power flow model of the distribution network adopts the linearized DistFlow power flow model shown below.
式中:k(i,j)表示起止节点分别为i,j的线路k,e表示节点;ΩDL表示弹性配电网中线路集合;和分别表示t时刻,线路k上流过的有功和无功功率;和分别表示t时刻节点e处注入的有功和无功功率;表示节点i在t时刻的电压幅值;αi,j为二进制变量,表示以i,j为起止点的线路的通断状态,若线路通则αi,j=1,否则为0;Ri,j和Xi,j分别表示线路的电阻和电抗;和分别表示节点e安装的光伏在t时刻所被配电网吸收的有功和无功功率;和分别表示节点e安装的储能在t时刻放出的有功和无功功率;和分别表示节点e在t时刻的恢复负荷量;和分别表示节点e安装的储能在t时刻充进的有功和无功功率;Pmax和Qmax分别表示线路允许通过的最大有功和无功功率;Sk,max表示线路k最大载流量;Umin和 Umax分别表示正常运行时,电压允许的最小值和最大值;表示点e在t时刻的负荷量;E和B分别表示配电网中节点的数量和故障后规划的形成孤岛的数量;M为采用的大M法处理线路电压时选择的数。In the formula: k(i, j) represents the line k whose starting and ending nodes are i, j respectively, and e represents the node; ΩDL represents the set of lines in the flexible distribution network; and respectively represent the active and reactive power flowing on line k at time t; and represent the active and reactive power injected at node e at time t, respectively; Represents the voltage amplitude of node i at time t; α i,j is a binary variable, indicating the on-off state of the line with i, j as the starting and ending points, if the line is connected, α i,j =1, otherwise it is 0; R i ,j and X i,j represent the resistance and reactance of the line, respectively; and respectively represent the active and reactive power absorbed by the distribution network at time t by the photovoltaic installed at node e; and respectively represent the active and reactive power released by the energy storage installed at node e at time t; and Respectively represent the recovery load of node e at time t; and respectively represent the active and reactive power charged by the energy storage installed at node e at time t; Pmax and Qmax represent the maximum active and reactive power allowed by the line, respectively; S k,max represent the maximum current carrying capacity of line k; U min and U max represent the minimum and maximum allowable voltages in normal operation, respectively; Represents the load of point e at time t; E and B represent the number of nodes in the distribution network and the number of islands planned after the fault, respectively; M is the number selected when the large M method is used to process the line voltage.
2、天然气潮流约束2. Natural gas flow constraints
采用动态天然气传输方程Using Dynamic Natural Gas Transmission Equations
P=c2ρ (15)P=c 2 ρ (15)
其中Aij、Lij、dij分别为管道截面积、长度、直径,Mj,t+1为t+1时刻第j个观测节点质量流量,Mi,t+1为t+1时刻第j个观测节点质量流量,Mj,t为t时刻第j个观测节点质量流量,Mi,t为t时刻第j个观测节点质量流量, pj,t+1为t+1时刻第j个观测节点压强,pi,t+1为t+1时刻第i个观测节点压强, pj,t为t时刻第j个观测节点压强,pi,t为t时刻第i个观测节点压强,λ为管道摩擦系数,为平均流速,Δt为时间步长,ρj,t+1为t+1时刻第j个观测节点气体密度,ρi,t+1为t+1时刻第j个观测节点气体密度,ρi,t为t时刻第i 个观测节点气体密度,ρj,t为t时刻第j个观测节点气体密度,c为音速,p为气体压强,ρ为气体密度。Among them, A ij , Li ij , and d ij are the cross-sectional area, length, and diameter of the pipeline, respectively, M j, t+1 is the mass flow rate of the jth observation node at time t+1, and M i, t+1 is the mass flow rate of the jth observation node at time t+1. j observation nodes mass flow, M j, t is the mass flow of the jth observation node at time t, M i, t is the mass flow of the jth observation node at time t, p j, t+1 is the jth observation node at time t+1 The pressure of observation nodes, pi , t+1 is the pressure of the ith observation node at time t+1, p j, t is the pressure of the jth observation node at time t, pi , t is the pressure of the ith observation node at time t , λ is the friction coefficient of the pipeline, is the average flow velocity, Δt is the time step, ρ j, t+1 is the gas density of the jth observation node at time t+1, ρ i, t+1 is the gas density of the jth observation node at time t+1, ρ i , t is the gas density of the i-th observation node at time t, ρ j, t is the gas density of the j-th observation node at time t, c is the speed of sound, p is the gas pressure, and ρ is the gas density.
天然气网络还有一些边界约束条件。相互连接的管道,在连接点会有相同的气体密度,同一节点的质量流量需要平衡。The natural gas network also has some boundary constraints. Pipes connected to each other will have the same gas density at the connection point, and the mass flow at the same node needs to be balanced.
ρi,t=ρi+1,t=ρi+2,t… (18)ρ i, t = ρ i+1, t = ρ i+2, t ... (18)
Mi/Ai+Mi+1/Ai+1+Mi+2/Ai+2…=0 (19) 3、燃气轮机约束M i /A i +M i+1 /A i+1 +M i+2 /A i+2 …=0 (19) 3. Gas turbine constraints
Pgt=ηgtMgt (20)P gt =η gt M gt (20)
Pgt,min≤Pgt≤Pgt,max (21)P gt,min ≤P gt ≤P gt,max (21)
Pgt(t+Δt)-Pgt(t)≤rgtΔt (22)P gt (t+Δt)-P gt (t)≤r gt Δt (22)
其中Pgt为燃气轮机发出的有功功率,ηgt为燃气轮机发电效率,Mgt为燃气轮机消耗的天然气质量流量,Pgt,min为燃气轮机有功出力下限,Pgt,max为燃气轮机有功出力上限,Pgt(t+Δt)为t+Δt时刻燃气轮机有功功率, Pgt(t)为t时刻燃气轮机有功功率,rgt为燃气轮机爬坡速率,Δt为时间步长。 4、电转气约束where P gt is the active power emitted by the gas turbine, η gt is the power generation efficiency of the gas turbine, M gt is the mass flow of natural gas consumed by the gas turbine, P gt,min is the lower limit of the active power output of the gas turbine, P gt,max is the upper limit of the active power output of the gas turbine, P gt ( t+Δt) is the active power of the gas turbine at time t+Δt, P gt (t) is the active power of the gas turbine at time t, r gt is the ramp rate of the gas turbine, and Δt is the time step. 4. Electric to gas restriction
MP2G=ηP2GPP2G (23)M P2G = η P2G P P2G (23)
MP2G.min≤MP2G≤MP2G.max (24)M P2G.min ≤M P2G ≤M P2G.max (24)
其中MP2G为电转气设备的注入质量流量,ηP2G为电转气设备工作效率, PP2G为电转气设备消耗的电功率,MP2G.min为电转气设备注入天然气质量流量下限,MP2G.max为电转气设备注入天然气质量流量上限。Among them, M P2G is the injection mass flow rate of the power-to-gas equipment, η P2G is the working efficiency of the power-to-gas equipment, P P2G is the electric power consumed by the power-to-gas equipment, M P2G.min is the lower limit of the injected natural gas mass flow of the power-to-gas equipment, and M P2G.max is The upper limit of the mass flow rate of natural gas injected into the power-to-gas equipment.
5、光伏约束5. Photovoltaic constraints
光伏的出力要受环境因素的制约。The output of photovoltaics is restricted by environmental factors.
式中:和分别表示光伏在t时刻被配电网吸收的有功功率和无功功率;表示光伏最大输出有功功率;tanθ表示光伏的功率因数。where: and Respectively represent the active power and reactive power absorbed by the photovoltaic power distribution network at time t; Represents the maximum output active power of the photovoltaic; tanθ represents the power factor of the photovoltaic.
6、目标函数6. Objective function
目标函数为灾后恢复措施费用最低,灾后恢复措施费用包括天然气费用、能量转换设备的损耗费用、网络重构远程遥控开关的开关费用、MESS 的燃料费用和所耗费时间的失负荷损失费用。The objective function is that the cost of post-disaster recovery measures is the lowest. The cost of post-disaster recovery measures includes the cost of natural gas, the loss cost of energy conversion equipment, the switching cost of network reconstruction remote control switch, the fuel cost of MESS, and the cost of lost load loss.
min f=min(f1+f2+f3+f4) (27)min f=min(f 1 +f 2 +f 3 +f 4 ) (27)
f4=CMESStload (31)f 4 =C MESS t load (31)
f5=Cloadtload (32)f 5 =C load t load (32)
式中:f表示灾后恢复措施总费用;f1表示天然气费用;i,t分别表示第i个燃气轮机和第t时刻;F和T分别表示系统中燃气轮机个数和规划时间周期;Cn表示单位天然气价格;Mi,t表示第i个燃气轮机在t时刻通过的节点质量流量;f2表示能量转换设备损耗费用;Cp和Cg分别表示P2G设备和燃气轮机设备的损耗系数;f3表示远程遥控开关损耗费用;Ck表示开关操作一次的费用系数;kj,t表示第j个开关在t时刻的开关状态,闭合状态为 1,断开状态为0;f4表示MESS的燃料费用;CMESS表示MESS单位时间的燃料费用系数;tload表示MESS移动时间;f5表示所耗费时间的失负荷总费用; Cload表示MESS移动时未供电负荷的损失费用系数。In the formula: f represents the total cost of post-disaster recovery measures; f 1 represents the cost of natural gas; i, t represent the ith gas turbine and time t, respectively; F and T represent the number of gas turbines in the system and the planned time period, respectively; C n represents the unit price of natural gas; Mi , t represents the mass flow of the node passing through the ith gas turbine at time t; f 2 represents the loss cost of energy conversion equipment; C p and C g represent the loss coefficient of P2G equipment and gas turbine equipment respectively; f 3 represents remote Remote control switch loss cost; C k represents the cost coefficient of one switch operation; k j,t represents the switch state of the jth switch at time t, the closed state is 1, and the open state is 0; f 4 represents the fuel cost of MESS; C MESS represents the fuel cost coefficient per unit time of the MESS; t load represents the MESS moving time; f 5 represents the total cost of lost load during the time spent; C load represents the loss cost factor of the unsupplied load when the MESS moves.
8、MESS移动响应8. MESS mobile response
MESS主要是有两大部分组成,动力车和集装箱储能系统。集装箱储能系统一般由储能电池系统、监控系统、电池管理系统及电池监测显示系统、集装箱电池专用空调、储能变流器和隔离变压器等部分组成。MESS相比于固定式电池储能系统更加的灵活便捷且更易生产和组装维修,易实现事故隔离,MESS广泛应用到电力系统的正常运行情况下的调峰调频以及灾后恢复等场景下。MESS is mainly composed of two parts, power vehicle and container energy storage system. The container energy storage system is generally composed of energy storage battery system, monitoring system, battery management system and battery monitoring and display system, special air conditioner for container battery, energy storage converter and isolation transformer. Compared with fixed battery energy storage systems, MESS is more flexible and convenient, easier to produce, assemble and maintain, and easy to achieve accident isolation. MESS is widely used in scenarios such as peak regulation and frequency regulation under normal operation of power systems and post-disaster recovery.
(1)MESS的运行模型(1) Operation model of MESS
本公开所考虑的MESS运行模型与固定式运行模型相同,仅在接入节点上有所不同,MESS的运行模型如式(1)-(8)所示。The operation model of the MESS considered in the present disclosure is the same as the fixed operation model, and only differs in the access node. The operation model of the MESS is shown in equations (1)-(8).
式中:M为安装MESS的节点集合;T为灾后恢复时间集合;和分别为t时间段内MESS在节点m处的充电和放电有功功率;和分别为t时间段内MESS在节点m处的充电和放电无功功率;SPCS,max,m为第m 个MESS的储能变流器的最大视在功率;和分别为t时间段内MESS 在节点m处的充电和放电标志位,表示若MESS处于充电状态则否则为0;Pchmax和Pdismax分别为MESS的最大充电功率和放电功率;ηch,m和ηdis,m分别为在节点m处的MESS的充电效率和放电效率;表示t时间段内 MESS在节点m处的SOC状态;SOCmin和SOCmax分别为SOC的最低值和最高值限制。In the formula: M is the set of nodes where MESS is installed; T is the set of post-disaster recovery time; and are the charging and discharging active power of the MESS at node m in the time period t, respectively; and are the charging and discharging reactive power of the MESS at node m in the time period t, respectively; S PCS,max,m is the maximum apparent power of the energy storage converter of the mth MESS; and are the charge and discharge flags of the MESS at node m in the time period t, respectively, Indicates that if the MESS is in the charging state, Otherwise, it is 0; P chmax and P dismax are the maximum charging power and discharging power of the MESS, respectively; η ch,m and η dis,m are the charging efficiency and discharging efficiency of the MESS at node m, respectively; Represents the SOC state of the MESS at node m in the time period t; SOC min and SOC max are the minimum and maximum limits of the SOC, respectively.
(2)MESS的交通运输模型(2) Transportation model of MESS
本公开考虑到MESS在灾后移动运输过程中的交通情况,建立了网格划分配电网结构模型,该模型首先将配电网结构进行划分为网格状,每个节点间的实际距离即可由表格所示两节点之间的距离表示。要求MESS只能在网格线上行驶。假设小网格的边长为1km,MESS必须在网格线上行驶,若 MESS从节点1转移到节点6,则需行驶路程为4km。MESS灾后恢复过程中所耗费时间如式(9)所示。Considering the traffic situation of MESS in the post-disaster mobile transportation process, the present disclosure establishes a grid distribution network structure model. The model first divides the distribution network structure into grids, and the actual distance between each node can be determined by The distance between the two nodes is shown in the table. MESS is required to drive only on grid lines. Assuming that the side length of the small grid is 1km, the MESS must travel on the grid line. If the MESS is transferred from node 1 to node 6, the required driving distance is 4km. The time spent in the post-disaster recovery process of MESS is shown in Equation (9).
tij,m=nijΔL/vm (41)t ij,m =n ij ΔL/v m (41)
式中:i,j分别表示线路的起始节点,tij,m表示第m个MESS在节点i 和j之间行驶所需时间;nij为节点i和j之间的小网格边长数目;ΔL为小网格边长;vm表示第m个MESS在t时间段内行驶的平均速度。In the formula: i, j represent the starting node of the line respectively, t ij, m represent the time required for the mth MESS to travel between nodes i and j; n ij is the length of the small grid between nodes i and j number; ΔL is the side length of the small grid; vm represents the average speed of the m-th MESS in the t time period.
本公开技术方案所关注时间段仅为灾后较长期恢复阶段,是在灾后重要负荷及大多数负荷恢复的前提下,通过优化多种灾后恢复措施的实施方案,优化配电网在后恢复的经济性,使灾后恢复在保证大多数负荷全部恢复的基础上,配电网安全经济可靠的运行。The time period concerned by the technical solution of the present disclosure is only the longer-term recovery stage after the disaster, and under the premise of the recovery of important loads and most loads after the disaster, by optimizing the implementation plan of various post-disaster recovery measures, the economical economic recovery of the distribution network after the disaster is optimized. Therefore, the post-disaster recovery can ensure the safe, economical and reliable operation of the distribution network on the basis of ensuring the full recovery of most loads.
灾后恢复措施优化的目标函数为灾后恢复措施费用最低,包括天然气费用、能量转换设备的损耗费用、网络重构远程遥控开关的损耗费用、MESS 的燃料费用和所耗费时间的失负荷损失费用。The objective function of post-disaster recovery measures optimization is to minimize the cost of post-disaster recovery measures, including the cost of natural gas, the cost of energy conversion equipment, the cost of network reconstruction remote control switches, the cost of MESS fuel and the cost of loss of load for time spent.
约束条件包括配电网内负荷约束条件、配电网潮流约束条件、天然气网络潮流约束、配电网内安装元件约束条件、储能电站运行和交通运输约束条件。The constraints include the load constraints in the distribution network, the power flow constraints in the distribution network, the natural gas network power flow constraints, the installation component constraints in the distribution network, the operation of the energy storage power station and the transportation constraints.
规划出的方案在不满足微电网正常运行的条件下,选择可移动式储能进行移动,使微电网满足较长时间可靠运行的条件,进而给出配电网灾后恢复可靠运行的经济性恢复措施方案。The planned scheme selects movable energy storage for moving under the condition that the normal operation of the microgrid is not satisfied, so that the microgrid can meet the conditions of reliable operation for a long time, and then gives the economic recovery of the reliable operation of the distribution network after a disaster. measure plan.
在另一些实施方式中,公开了一种基于电-气综合能源系统的弹性配电网灾后恢复控制运行系统,包括:In other embodiments, a post-disaster recovery control operation system for a flexible distribution network based on an electric-gas integrated energy system is disclosed, including:
灾后运行控制系统中的目标函数构建模块,被置为灾后恢复策略费用最小为优化目标。The objective function building block in the post-disaster operation control system is set as the optimization objective of minimizing the cost of post-disaster recovery strategy.
约束条件设置模块,约束条件被置为配电网系统约束条件、恢复供电负荷约束条件、天然气网络约束条件、能量转换元件条件、光伏约束条件、 MESS运行约束条件等。Constraints setting module, constraints are set as distribution network system constraints, power restoration load constraints, natural gas network constraints, energy conversion element conditions, photovoltaic constraints, MESS operation constraints, etc.
测量模块,被配置为根据目标函数以及约束条件,确定实现目标函数所需的网络测量值,具体包括配电网网络中未恢复供电节点,节点地理位置在交通网络中所对应的节点及其失负荷量大小。The measurement module is configured to determine the network measurement values required to achieve the objective function according to the objective function and the constraints, specifically including the nodes in the distribution network that have not been restored to the power supply, the nodes corresponding to the location of the nodes in the transportation network and their failures. load size.
控制模块,被配置为根据测量模块测得的参数经过本算法优化计算得到恢复方案,即得到最优的储能电站充放电运行情况,网络重构后配电网的状态及燃气轮机出力情况将得到的优化结果反馈到配电网网络中,在 MESS进行恢复阶段,控制模块表现为根据测量模块测得的配电网负荷信息,给定配电网中MESS移动起讫点,实现配电网的安全经济运行。The control module is configured to obtain the recovery plan through the optimization and calculation of the algorithm according to the parameters measured by the measurement module, that is, to obtain the optimal charging and discharging operation of the energy storage power station. After the network reconstruction, the state of the distribution network and the output of the gas turbine will be obtained. The optimization results are fed back to the distribution network. In the recovery stage of the MESS, the control module is based on the distribution network load information measured by the measurement module, and the MESS movement starting and ending points in the distribution network are given to realize the safety of the distribution network. Economic Operation.
在另一些实施方式中,公开了一种终端设备,其包括处理器和计算机可读存储介质,处理器用于实现各指令;计算机可读存储介质用于存储多条指令,所述指令适于由处理器加载并执行实施例一中所述的基于分布式多场景的电-气混联系统规划运行联合优化方法。In other embodiments, a terminal device is disclosed, which includes a processor and a computer-readable storage medium, where the processor is used for implementing various instructions; the computer-readable storage medium is used for storing a plurality of instructions, the instructions are suitable for being stored by The processor loads and executes the joint optimization method for planning and operation of an electric-gas hybrid system based on distributed multi-scenarios described in Embodiment 1.
在另一些实施方式中,公开了一种计算机可读存储介质,其中存储有多条指令,所述指令适于由终端设备的处理器加载并执行实施例中所述的一种基于电-气综合能源系统的弹性配电网灾后紧急响应方法。In other embodiments, a computer-readable storage medium is disclosed, in which a plurality of instructions are stored, and the instructions are adapted to be loaded by a processor of a terminal device and execute the electro-pneumatic-based system described in the embodiments. Post-disaster emergency response methods for flexible distribution networks for integrated energy systems.
本领域技术人员应该明白,上述本公开的各模块或各步骤可以用通用的计算机装置来实现,可选地,它们可以用计算装置可执行的程序代码来实现,从而,可以将它们存储在存储装置中由计算装置来执行,或者将它们分别制作成各个集成电路模块,或者将它们中的多个模块或步骤制作成单个集成电路模块来实现。本公开不限制于任何特定的硬件和软件的结合。Those skilled in the art should understand that the above-mentioned modules or steps of the present disclosure can be implemented by a general-purpose computer device, or alternatively, they can be implemented by a program code executable by the computing device, so that they can be stored in a storage device. The device is executed by a computing device, or they are separately fabricated into individual integrated circuit modules, or multiple modules or steps in them are fabricated into a single integrated circuit module for implementation. The present disclosure is not limited to any specific combination of hardware and software.
以上所述仅为本公开的优选实施例而已,并不用于限制本公开,对于本领域的技术人员来说,本公开可以有各种更改和变化。凡在本公开的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本公开的保护范围之内。The above descriptions are only preferred embodiments of the present disclosure, and are not intended to limit the present disclosure. For those skilled in the art, the present disclosure may have various modifications and changes. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present disclosure shall be included within the protection scope of the present disclosure.
上述虽然结合附图对本公开的具体实施方式进行了描述,但并非对本公开保护范围的限制,所属领域技术人员应该明白,在本公开的技术方案的基础上,本领域技术人员不需要付出创造性劳动即可做出的各种修改或变形仍在本公开的保护范围以内。Although the specific embodiments of the present disclosure are described above in conjunction with the accompanying drawings, they do not limit the protection scope of the present disclosure. Those skilled in the art should understand that on the basis of the technical solutions of the present disclosure, those skilled in the art do not need to pay creative efforts. Various modifications or variations that can be made are still within the protection scope of the present disclosure.
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