CN111798046B - Method, device and storage medium for clearing medium- and long-term inter-provincial transactions taking into account ATC - Google Patents
Method, device and storage medium for clearing medium- and long-term inter-provincial transactions taking into account ATC Download PDFInfo
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Abstract
本发明公开一种计及ATC的省间中长期交易出清建模方法、设备及存储介质,包括在省间集中交易出清中,进行交直流混联电网简化和灵敏度因子计算;组织省间集中竞价交易,向市场成员发布信息;市场成员进行交易申报;各价区进行申报曲线聚合;采用基于灵敏度因子的分区优化出清模型;考虑输电费和网损,进行分区出清,形成各市场成员的中标电力和电价;发布交易结果,作为结算依据;其针对购售价区进行聚合申报、实现购售价区出清和分区定价,提高了省间中长期交易的可执行性,挖掘了省间中长期交易价格信号,有助于实现促进省间中长期交易的发展,有利于促进我国清洁能源的消纳。
The present invention discloses a modeling method, device and storage medium for clearing medium- and long-term transactions between provinces taking into account ATC, including simplification of AC/DC hybrid power grid and calculation of sensitivity factors in clearing of concentrated transactions between provinces; organization of concentrated bidding transactions between provinces and release of information to market members; transaction declaration by market members; aggregation of declaration curves in each price zone; adoption of a partition optimization clearing model based on sensitivity factors; partition clearing taking into account transmission charges and network losses to form the winning power and electricity price of each market member; release of transaction results as a basis for settlement; aggregation declaration for purchase and sale price zones, realization of purchase and sale price zone clearing and partition pricing, thus improving the executability of medium- and long-term transactions between provinces, mining price signals for medium- and long-term transactions between provinces, contributing to the development of medium- and long-term transactions between provinces, and promoting the consumption of clean energy in my country.
Description
技术领域Technical Field
本发明属于电力自动化技术领域,尤其涉及一种计及ATC的省间中长期交易出清建模方法、装置及存储介质。The present invention belongs to the technical field of electric power automation, and in particular relates to a method, device and storage medium for modeling medium- and long-term inter-provincial transactions clearing taking into account ATC.
背景技术Background technique
我国由于地域辽阔,各地资源禀赋差异,长期依赖于特高压线路通过省间中长期交易实现大范围的资源优化配置。我国目前在运特高压直流线路有11条,在运的特高压交流线路有10条。随着特高压电网的核准再建,国网公司经营范围内27个省之间的输电通道会越来越复杂,如何基于交直流混联电网,计及ATC(可用输电能力)实现省间中长期交易优化出清,提高省间中长期交易的可执行性,是一个需要研究解决的问题。我国由于各地资源禀赋差异,长期依赖于特高压线路通过省间中长期交易实现大范围的资源优化配置。随着电力市场改革的深入推进,电力资源全局协调优化配置的实际需求使得全国统一电力市场建设的重要性和紧迫性凸显。Due to its vast territory and the differences in resource endowments in various regions, my country has long relied on UHV lines to achieve large-scale resource optimization through medium- and long-term transactions between provinces. my country currently has 11 UHV DC lines in operation and 10 UHV AC lines in operation. With the approval and reconstruction of the UHV power grid, the transmission channels between the 27 provinces within the business scope of State Grid Corporation will become more and more complicated. How to optimize and clear medium- and long-term transactions between provinces based on the AC/DC hybrid power grid and take into account ATC (available transmission capacity) and improve the feasibility of medium- and long-term transactions between provinces is a problem that needs to be studied and solved. Due to the differences in resource endowments in various regions, my country has long relied on UHV lines to achieve large-scale resource optimization through medium- and long-term transactions between provinces. With the deepening of power market reform, the actual demand for overall coordinated and optimized allocation of power resources has highlighted the importance and urgency of building a unified national power market.
发明内容Summary of the invention
本发明提供一种计及ATC的省间中长期交易出清建模方法、设备以及存储介质,以解决现有技术所存在的上述问题,其基于简化等效网络结构,计及ATC的省间中长期交易优化出清建模方法,考虑交流输电线路、直流输电线路的物理运行特性,考虑线路可用输电能力ATC参数,考虑我国输电现有的省间输电通道收费方式以及线路网损等,建立基于灵敏度因子的分区优化模型,实现了交直流混联电网下计及ATC的省间中长期交易优化建模和分区电价出清。The present invention provides a modeling method, device and storage medium for clearing medium- and long-term inter-provincial transactions taking into account ATC, so as to solve the above-mentioned problems existing in the prior art. The modeling method for optimizing clearing medium- and long-term inter-provincial transactions taking into account ATC is based on a simplified equivalent network structure, takes into account the physical operation characteristics of AC transmission lines and DC transmission lines, takes into account the ATC parameters of the available transmission capacity of the lines, takes into account the existing charging methods of inter-provincial transmission channels in my country and line network losses, establishes a partition optimization model based on sensitivity factors, and realizes the optimization modeling of medium- and long-term inter-provincial transactions taking into account ATC and the clearing of partition electricity prices in an AC/DC hybrid power grid.
本发明提出一种计及ATC的省间中长期交易出清的建模方法,包括:获取电力交易网络中各输电通道的可用输电能力ATC和简化拓扑关系,计算关键节点和关键断面的灵敏度因子;以及,获取电力交易市场中各市场成员的申报数据,将申报数据形成聚合曲线,基于聚合曲线结合灵敏度因子进行分区优化出清,建立用于优化输电价格和网损率的最大优化目标函数;所述最大优化目标函数具有约束条件;对最大优化目标函数进行求解,利用求解结果指导购售价区出清和分区定价。The present invention proposes a modeling method for clearing medium- and long-term inter-provincial transactions taking into account ATC, comprising: obtaining the available transmission capacity ATC and simplified topological relationship of each transmission channel in the power trading network, calculating the sensitivity factors of key nodes and key sections; and obtaining the declared data of each market member in the power trading market, forming an aggregation curve with the declared data, performing partition optimization clearing based on the aggregation curve combined with the sensitivity factor, and establishing a maximum optimization objective function for optimizing the transmission price and the network loss rate; the maximum optimization objective function has constraints; solving the maximum optimization objective function, and using the solution result to guide the purchase and sale price zone clearing and partition pricing.
优选的,在灵敏度因子计算之前,进一步包括:先对交直流混联电网进行简化,保留省间交易关键断面和关键节点。Preferably, before calculating the sensitivity factor, it further includes: first simplifying the AC/DC hybrid power grid to retain key sections and key nodes for inter-provincial transactions.
在上述任意一项实施例中优选的,所述关键界面包括所有省间直流和交流输电断面,以及省内易阻塞的关键断面;所述关键节点包括直流联络线两端端点、直接参与省间交易的发电机组节点,和由省公司代理参与省间交易的虚拟聚合节点。Preferably, in any one of the above embodiments, the key interface includes all inter-provincial DC and AC transmission sections, as well as key sections within the province that are prone to congestion; the key nodes include the endpoints of the DC interconnection lines, the generator set nodes that directly participate in inter-provincial transactions, and the virtual aggregation nodes that are represented by provincial companies to participate in inter-provincial transactions.
在上述任意一项实施例中优选的,在将申报数据形成聚合曲线时,将各价区市场成员申报数据进行汇集,将相同价格进行申报电力合并,得到每个价区汇总后的购电需求曲线和售电曲线。Preferably, in any of the above embodiments, when the declared data are formed into an aggregate curve, the declared data of market members in each price zone are aggregated, and the electricity declared at the same price is merged to obtain the electricity purchase demand curve and electricity sales curve summarized in each price zone.
在上述任意一项实施例中优选的,采用如下目标函数优化输电价格:In any of the above embodiments, preferably, the following objective function is used to optimize the transmission price:
其中,o为售电价区集合O中的元素,d为购电价区集合D中的元素,po为售电价区o的申报售电价,pd为购电价区d的申报购电价。DXd(t)为购电价区d在t时段中标电力比例;SXo(t)为售电价区o在t时段中标电力比例;Where o is an element in the electricity price zone set O, d is an element in the electricity purchase price zone set D, p o is the declared electricity price in the electricity price zone o, and p d is the declared electricity purchase price in the electricity purchase price zone d. DX d (t) is the proportion of electricity winning bids in the electricity purchase price zone d in period t; SX o (t) is the proportion of electricity winning bids in the electricity price zone o in period t;
采用如下目标函数优化网损率:The following objective function is used to optimize the network loss rate:
bl(t)=po(t)*ul/(1-ul)+ml b l (t) = p o (t) * u l / (1-u l ) + m l
其中,bl(t)为输电通道l上时段t时刻的输电价格ml加上网损折价,ul为输电通道l的网损率。Wherein, b l (t) is the transmission price ml on transmission channel l at time t in period plus network loss discount, and ul is the network loss rate of transmission channel l.
在上述任意一项实施例中优选的,设定最大优化目标函数的约束条件;包括In any of the above embodiments, preferably, the constraint conditions of the maximum optimization objective function are set; including
1)每个价区的电力平衡约束1) Power balance constraints in each price zone
其中,Starta,l表示以a价区作为起点的输电通道,Enda,l表示以a价区作为终点的输电通道,表示输电通道l在t时段上正向输送功率,/>表示输电通道l在t时段上反向输送功率,SXa(t)表示a价区申报售电需求中标比例,DXa(t)表示表示a价区申报购电需求中标比例;Among them, Start a,l represents the transmission channel with the a price zone as the starting point, and End a,l represents the transmission channel with the a price zone as the end point. It means that the transmission channel l transmits power in the positive direction during the period t,/> represents the reverse transmission power of transmission channel l in time period t, SX a (t) represents the winning proportion of the electricity sales demand reported in price zone a, and DX a (t) represents the winning proportion of the electricity purchase demand reported in price zone a;
2)中标电力约束2) Power Constraints for Winning Bids
每个价区的中标电力不超过申报需求,及中标比例介于0和1之间;The winning bid power in each price zone does not exceed the declared demand, and the winning bid ratio is between 0 and 1;
0≤DXd(t)≤10≤DX d (t)≤1
0≤SXo(t)≤10≤SX o (t)≤1
3)直流输电通道的潮流变化速率要求3) Requirements for the rate of change of power flow in DC transmission channels
其中,fl(t-1)表示输电通道l上t-1时刻的潮流;RampUp为输电通道允许最大功率上调值;RampDn输电通道允许最大功率下调值;Wherein, fl (t-1) represents the power flow on the transmission channel l at time t-1; RampUp is the maximum power increase value allowed by the transmission channel; RampDn is the maximum power decrease value allowed by the transmission channel;
4)直流输电通道上每天潮流变化次数约束4) Constraints on the number of power flow changes per day on the DC transmission channel
yij(t)=1if fl(t)>fl(t-1) t、t-1∈同一天y ij (t)=1if fl (t)>f l (t-1) t, t-1∈the same day
zij(t)=1if fl(t)<fl(t-1) t、t-1∈同一天z ij (t) = 1 if fl (t) < fl (t-1) t and t-1∈ the same day
yij(t)+zij(t)≤Nij y ij (t)+z ij (t)≤N ij
yij(t)=1表示输电通道(i,j)上t时刻的功率向上有变化;y ij (t) = 1 means that the power at time t on the transmission channel (i, j) changes upward;
zij(t)=1表示输电通道(i,j)上t时刻的功率向下有变化;z ij (t) = 1 means that the power at time t on the transmission channel (i, j) changes downward;
Nij输电通道(i,j)一天上的最大变化次数;N ij is the maximum number of changes in the transmission channel (i, j) in one day;
5)基于灵敏度因子的输电通道功率计算5) Transmission channel power calculation based on sensitivity factor
针对输电通道l,基于节点到关键断面的灵敏度因子进行输电通道的潮流计算。Sens(o,l,t)表示售电价区o对输电通道l在t时段上的灵敏度因子,Sens(d,l,t)购电价区d对输电通道l在t时段上的灵敏度因子。AC表示交流断面的集合;For transmission channel l, the power flow calculation of the transmission channel is performed based on the sensitivity factor from the node to the key section. Sens(o,l,t) represents the sensitivity factor of the electricity sales price zone o to the transmission channel l in the t period, and Sens(d,l,t) represents the sensitivity factor of the electricity purchase price zone d to the transmission channel l in the t period. AC represents the set of AC sections;
6)输电通道能力约束6) Transmission channel capacity constraints
ATCl(t)为输电通道l在t时刻的剩余可用输电能力,计算时需要考虑输电设备检修、停运、已达成交易的情况;ATC l (t) is the remaining available transmission capacity of transmission channel l at time t. The calculation needs to take into account the maintenance, outage and completed transactions of transmission equipment;
为输电通道l上正向、反向输送的功率; is the power transmitted in the forward and reverse directions on the transmission channel l;
7)输电通道集合约束7) Transmission channel set constraints
如果存在多个输电通道提供一个合计的可用输电能力,则建立一个输电通道集群,针对这个集群进行约束:如果多个输电通道l共用一个合计的输电能力参数ATCT(t),将这些输电通道增加到T集群中;If there are multiple transmission channels that provide a total available transmission capacity, a transmission channel cluster is established and constraints are imposed on the cluster: if multiple transmission channels l share a total transmission capacity parameter ATC T (t), these transmission channels are added to the T cluster;
8)分区定价约束8) Partition pricing constraints
根据分区电力平衡约束计算影子价格获得分区节点电价price(a,t),通过以下约束确保输电费的回收;The shadow price is calculated according to the power balance constraint of the partition to obtain the partition node electricity price price(a,t), and the recovery of transmission fee is ensured by the following constraints;
price(a,t)-price(a',t)≥ml(t)price(a,t)-price(a',t)≥m l (t)
ml(t)表示输电通道l在t时段上的输电费,price(a,t)表示输电通道首端价区a的价格;price(a',t)表示输电通道l末端价区a'的价格。m l (t) represents the transmission fee of transmission channel l in time period t, price(a,t) represents the price of price zone a at the beginning of transmission channel; price(a',t) represents the price of price zone a' at the end of transmission channel l.
在上述任意一项实施例中优选的,在采用优化算法,对目标函数进行优化时,采用混合整数规划算法,利用COMPLEX优化引擎,进行求解,获得购电价区在该时段中标电力比例和售电价区在该时段中标电力比例,求得每个输电通道每个时段上的功率;根据求得的中标的购售电力比例,调整购售价区出清和分区定价;根据每个输电通道每个时段上的功率,调整出清顺序;按出清顺序达成交易后,形成各市场成员的中标电力和电价,发布交易结果,作为结算依据。Preferably, in any of the above embodiments, when the optimization algorithm is used to optimize the objective function, a mixed integer programming algorithm is used, and the COMPLEX optimization engine is used to solve the problem, so as to obtain the winning power ratio of the power purchase price zone in the time period and the winning power ratio of the power sales price zone in the time period, and obtain the power of each transmission channel in each time period; according to the obtained winning purchase and sales power ratio, the purchase and sale price zone clearing and zone pricing are adjusted; according to the power of each transmission channel in each time period, the clearing order is adjusted; after the transaction is concluded in the clearing order, the winning power and electricity price of each market member are formed, and the transaction results are published as the basis for settlement.
在上述任意一项实施例中优选的,采用灵敏度因子的分区优化出清时,利用最大优化目标函数对每条特高压输电通道核定该条特高压输电通道对应的输电价格和网损率,并将核定的输电价格和网损率用于指导该条特高压输电通道所属区域的分区定价。Preferably, in any of the above embodiments, when the zoning optimization clearing with sensitivity factors is adopted, the transmission price and network loss rate corresponding to each UHV transmission channel are determined by using the maximum optimization objective function, and the determined transmission price and network loss rate are used to guide the zoning pricing of the area to which the UHV transmission channel belongs.
本发明还提出一种计及ATC的省间中长期交易出清装置,包括The present invention also proposes a medium- and long-term inter-provincial transaction clearing device taking ATC into account, comprising:
数据获取模块,用于获取电力交易网络中各输电通道的可用输电能力ATC和简化拓扑关系,计算关键节点和关键断面的灵敏度因子;以及获取电力交易市场中各市场成员的申报数据,将申报数据形成聚合曲线;The data acquisition module is used to obtain the available transmission capacity ATC and simplified topological relationship of each transmission channel in the power trading network, calculate the sensitivity factors of key nodes and key sections; and obtain the declared data of each market member in the power trading market, and form an aggregate curve with the declared data;
目标函数建立模块,用于基于聚合曲线结合灵敏度因子进行分区优化出清,建立用于优化输电价格和网损率的最大优化目标函数;所述最大优化目标函数具有约束条件;An objective function establishment module is used to perform partition optimization clearing based on the aggregation curve combined with the sensitivity factor, and establish a maximum optimization objective function for optimizing the transmission price and the network loss rate; the maximum optimization objective function has constraints;
求解模块,所述求解模块用于对所述最大优化目标函数进行求解,利用求解结果指导购售价区出清和分区定价。A solution module is used to solve the maximum optimization objective function and use the solution results to guide the purchase and sale price zone clearance and zone pricing.
本发明还提出一种计算机存储介质,所述计算机存储介质上存储有计算机程序,所述计算机程序被处理器执行时实现如上述一种建模方法的步骤。The present invention further provides a computer storage medium, on which a computer program is stored. When the computer program is executed by a processor, the steps of the above-mentioned modeling method are implemented.
本发明的计及ATC的省间中长期交易出清方法、装置及存储介质,针对我国交直流混联电网下的现状,提出了计及ATC的省间中长期交易出清建模方法。考虑线路可用输电能力(ATC),考虑特高压输电通道的输电费和网损,考虑交流和直流输电通道不同运行特性,针对购售价区进行聚合申报、实现购售价区出清和分区定价,提高了省间中长期交易的可执行性,挖掘了省间中长期交易价格信号,有助于实现促进省间中长期交易的发展,有利于促进我国清洁能源的消纳。The method, device and storage medium for clearing inter-provincial medium- and long-term transactions taking into account ATC of the present invention propose a modeling method for clearing inter-provincial medium- and long-term transactions taking into account ATC in view of the current situation of my country's AC/DC hybrid power grid. Considering the available transmission capacity (ATC) of the line, the transmission fee and network loss of the ultra-high voltage transmission channel, and the different operating characteristics of the AC and DC transmission channels, the purchase and sale price zones are aggregated and declared, and the purchase and sale price zone clearing and zone pricing are realized, which improves the executability of inter-provincial medium- and long-term transactions, excavates the price signals of inter-provincial medium- and long-term transactions, helps to promote the development of inter-provincial medium- and long-term transactions, and is conducive to promoting the consumption of clean energy in my country.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
构成本发明的一部分的说明书附图用来提供对本发明的进一步理解,本发明的示意性实施例及其说明用于解释本发明,并不构成对本发明的不当限定。在附图中:The accompanying drawings constituting a part of the present invention are used to provide a further understanding of the present invention. The exemplary embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute an improper limitation of the present invention. In the accompanying drawings:
图1为本发明提出了一种计及ATC的省间中长期交易出清方法的流程示意图。FIG1 is a flow chart of a method for clearing inter-provincial medium- and long-term transactions taking ATC into account proposed by the present invention.
具体实施方式Detailed ways
下面将参考附图并结合实施例来详细说明本发明。需要说明的是,在不冲突的情况下,本发明中的实施例及实施例中的特征可以相互组合。The present invention will be described in detail below with reference to the accompanying drawings and in combination with embodiments. It should be noted that the embodiments and features in the embodiments of the present invention can be combined with each other without conflict.
以下详细说明均是示例性的说明,旨在对本发明提供进一步的详细说明。除非另有指明,本发明所采用的所有技术术语与本发明所属领域的一般技术人员的通常理解的含义相同。本发明所使用的术语仅是为了描述具体实施方式,而并非意图限制根据本发明的示例性实施方式。The following detailed description is an exemplary description, which is intended to provide further detailed description of the present invention. Unless otherwise specified, all technical terms used in the present invention have the same meaning as those generally understood by those skilled in the art to which the present invention belongs. The terms used in the present invention are only for describing specific embodiments, and are not intended to limit the exemplary embodiments according to the present invention.
如图1所示,本发明提供一种计及ATC的省间中长期交易出清建模方法,包括以下步骤:As shown in FIG1 , the present invention provides a modeling method for clearing medium- and long-term inter-provincial transactions taking into account ATC, comprising the following steps:
S1、获取电力交易网络中各输电通道的可用输电能力ATC和简化拓扑关系,利用潮流计算获取到关键节点和关键断面的灵敏度因子;S1. Obtain the available transmission capacity ATC and simplified topological relationship of each transmission channel in the power trading network, and obtain the sensitivity factors of key nodes and key sections by power flow calculation;
S2、获取电力交易市场中各市场成员的申报数据,将申报数据形成聚合曲线;S2. Obtain the declared data of each market member in the power trading market and form an aggregate curve with the declared data;
S3、基于聚合曲线结合灵敏度因子进行分区优化出清,建立用于优化输电价格和网损率的最大优化目标函数;S3, based on the aggregation curve combined with the sensitivity factor, the partition optimization clearing is carried out to establish the maximum optimization objective function for optimizing the transmission price and network loss rate;
S4、设定最大优化目标函数的约束条件;S4, setting the constraints of the maximum optimization objective function;
S5、采用优化算法,对目标函数进行求解,利用求解结果指导购售价区出清和分区定价。S5. Use optimization algorithms to solve the objective function and use the solution results to guide the clearing of purchase and sale price zones and zone pricing.
其中,步骤S1和步骤S2的执行顺序不分先后,可以同时执行,在S1中,从北京电力交易中心获取交易中心发布的各类交易信息,包括组织省间集中竞价交易,发布交易周期、准入市场成员、交易申报窗口、各输电通道上的可用输电能力(ATC)等以及简化网络拓扑结构信息;在灵敏度因子计算之前,先对交直流混联电网进行简化,保留省间交易关键断面和关键节点,构造适应省间中长期交易组织的等效简化网络。所述关键界面包括所有省间直流和交流输电断面,以及省内易阻塞的关键断面;所述关键节点包括直流联络线两端端点、直接参与省间交易的发电机组节点,和由省公司代理参与省间交易的虚拟聚合节点。Among them, the execution order of step S1 and step S2 is not in particular order, and they can be executed simultaneously. In S1, various types of transaction information released by the Beijing Power Exchange Center are obtained from the exchange center, including organizing inter-provincial centralized bidding transactions, publishing transaction cycles, market access members, transaction declaration windows, available transmission capacity (ATC) on each transmission channel, etc., as well as simplified network topology information; before calculating the sensitivity factor, the AC/DC hybrid power grid is simplified, the key sections and key nodes of inter-provincial transactions are retained, and an equivalent simplified network suitable for the organization of inter-provincial medium- and long-term transactions is constructed. The key interface includes all inter-provincial DC and AC transmission sections, as well as key sections that are easily blocked within the province; the key nodes include the endpoints of the DC tie line, the nodes of the generator sets that directly participate in inter-provincial transactions, and the virtual aggregation nodes that are represented by the provincial company to participate in inter-provincial transactions.
在S2中,获取电力交易市场中各市场成员的申报数据时,由于北京电力交易中心各价区的准入市场成员可以选择直接参与省间集中竞价交易,也可以选择由省公司代理参与省间集中竞价交易,各市场成员按时段时段电力、电价。允许在不同时段上申报电力、电价不一样;因此将各价区市场成员申报数据进行汇集,将相同价格进行申报电力合并,得到每个价区汇总后的购电需求曲线和售电曲线。In S2, when obtaining the declared data of each market member in the power trading market, since the market members in each price zone of the Beijing Power Trading Center can choose to directly participate in the inter-provincial centralized bidding transaction, or choose to participate in the inter-provincial centralized bidding transaction through the provincial company as an agent, each market member is allowed to declare different power and electricity prices in different time periods; therefore, the declared data of market members in each price zone are collected, and the declared power at the same price is merged to obtain the power purchase demand curve and power sales curve after the summary of each price zone.
基于价区申报的聚合曲线,建立了考虑输电费和网损的社会福利最大优化目标:Based on the aggregation curve reported in the price zone, the social welfare maximum optimization objective considering transmission costs and network losses was established:
其中,o为售电价区集合O中的元素,d为购电价区集合D中的元素,po为售电价区o的申报售电价,pd为购电价区d的申报购电价。DXd(t)为购电价区d在t时段中标电力比例;SXo(t)为售电价区o在t时段中标电力比例。Where o is an element in the electricity price zone set O, d is an element in the electricity purchase price zone set D, p o is the declared electricity price in the electricity price zone o, and p d is the declared electricity purchase price in the electricity purchase price zone d. DX d (t) is the proportion of electricity winning bids in the electricity purchase price zone d during period t; SX o (t) is the proportion of electricity winning bids in the electricity price zone o during period t.
采用如下目标函数优化网损率:The following objective function is used to optimize the network loss rate:
bl(t)=po(t)*ul/(1-ul)+ml b l (t) = p o (t) * u l / (1-u l ) + m l
其中,bl(t)为输电通道l上时段t时刻的输电价格ml加上网损折价,ul为输电通道l的网损率。Wherein, b l (t) is the transmission price ml on transmission channel l at time t in period plus network loss discount, and ul is the network loss rate of transmission channel l.
在S4中,设定最大优化目标函数的约束条件时;包括In S4, when setting the constraints of the maximum optimization objective function; including
1)每个价区的电力平衡约束1) Power balance constraints in each price zone
其中,Starta,l表示以a价区作为起点的输电通道,Enda,l表示以a价区作为终点的输电通道,表示输电通道l在t时段上正向输送功率,/>表示输电通道l在t时段上反向输送功率,SXa(t)表示a价区申报售电需求中标比例,DXa(t)表示表示a价区申报购电需求中标比例;Among them, Start a,l represents the transmission channel with price zone a as the starting point, and End a,l represents the transmission channel with price zone a as the end point. It means that the transmission channel l transmits power in the positive direction during the period t,/> represents the reverse transmission power of transmission channel l in time period t, SX a (t) represents the winning proportion of the electricity sales demand reported in price zone a, and DX a (t) represents the winning proportion of the electricity purchase demand reported in price zone a;
2)中标电力约束2) Power Constraints for Winning Bids
每个价区的中标电力不超过申报需求,及中标比例介于0和1之间;The winning bid power in each price zone does not exceed the declared demand, and the winning bid ratio is between 0 and 1;
0≤DXd(t)≤10≤DX d (t)≤1
0≤SXo(t)≤10≤SX o (t)≤1
3)直流输电通道的潮流变化速率要求3) Requirements for the rate of change of power flow in DC transmission channels
fl(t-1)表示输电通道l上t-1时刻的潮流;RampUp为输电通道允许最大功率上调值;RampDn输电通道允许最大功率下调值;f l (t-1) represents the power flow on the transmission channel l at time t-1; RampUp is the maximum power increase value allowed by the transmission channel; RampDn is the maximum power decrease value allowed by the transmission channel;
4)直流输电通道上每天潮流变化次数约束4) Constraints on the number of power flow changes per day on the DC transmission channel
yij(t)=1if fl(t)>fl(t-1) t、t-1∈同一天y ij (t)=1if fl (t)>f l (t-1) t, t-1∈the same day
zij(t)=1if fl(t)<fl(t-1) t、t-1∈同一天z ij (t) = 1 if fl (t) < fl (t-1) t and t-1∈ the same day
yij(t)+zij(t)≤Nij y ij (t)+z ij (t)≤N ij
yij(t)=1表示输电通道(i,j)上t时刻的功率向上有变化;y ij (t) = 1 means that the power at time t on the transmission channel (i, j) changes upward;
zij(t)=1表示输电通道(i,j)上t时刻的功率向下有变化;z ij (t) = 1 means that the power at time t on the transmission channel (i, j) changes downward;
Nij输电通道(i,j)一天上的最大变化次数;N ij is the maximum number of changes in the transmission channel (i, j) in one day;
5)基于灵敏度因子的输电通道功率计算5) Transmission channel power calculation based on sensitivity factor
针对输电通道l,基于节点到关键断面的灵敏度因子进行输电通道的潮流计算。Sens(o,l,t)表示售电价区o对输电通道l在t时段上的灵敏度因子,Sens(d,l,t)购电价区d对输电通道l在t时段上的灵敏度因子。AC表示交流断面的集合;For transmission channel l, the power flow calculation of the transmission channel is performed based on the sensitivity factor from the node to the key section. Sens(o,l,t) represents the sensitivity factor of the electricity sales price zone o to the transmission channel l in the t period, and Sens(d,l,t) represents the sensitivity factor of the electricity purchase price zone d to the transmission channel l in the t period. AC represents the set of AC sections;
6)输电通道能力约束6) Transmission channel capacity constraints
ATCl(t)为输电通道l在t时刻的剩余可用输电能力,计算时需要考虑输电设备检修、停运、已达成交易的情况;ATC l (t) is the remaining available transmission capacity of transmission channel l at time t. The calculation needs to take into account the maintenance, outage and completed transactions of transmission equipment;
fl +(t)-fl -(t)=fl(t) fl + (t) -fl- ( t)= fl (t)
fl +(t)、fl -(t)为输电通道l上正向、反向输送的功率; fl + (t) and fl - (t) are the forward and reverse powers transmitted on the transmission channel l;
7)输电通道集合约束7) Transmission channel set constraints
如果存在多个输电通道提供一个合计的可用输电能力,则建立一个输电通道集群,针对这个集群进行约束:如果多个输电通道l共用一个合计的输电能力参数ATCT(t),将这些输电通道增加到T集群中;If there are multiple transmission channels that provide a total available transmission capacity, a transmission channel cluster is established and constraints are imposed on the cluster: if multiple transmission channels l share a total transmission capacity parameter ATC T (t), these transmission channels are added to the T cluster;
8)分区定价约束8) Partition pricing constraints
根据分区电力平衡约束计算影子价格获得分区节点电价price(a,t),通过以下约束确保输电费的回收;The shadow price is calculated according to the power balance constraint of the partition to obtain the partition node electricity price price(a,t), and the recovery of transmission fee is ensured by the following constraints;
price(a,t)-price(a',t)≥ml(t)price(a,t)-price(a',t)≥m l (t)
ml(t)表示输电通道l在t时段上的输电费,price(a,t)表示输电通道首端价区a的价格;price(a',t)表示输电通道l末端价区a'的价格。m l (t) represents the transmission fee of transmission channel l in time period t, price(a,t) represents the price of price zone a at the beginning of transmission channel; price(a',t) represents the price of price zone a' at the end of transmission channel l.
在S5中,在采用优化算法,对目标函数进行优化时,采用混合整数规划算法,利用COMPLEX优化引擎,进行求解获得购电价区d在t时段中标电力比例DXd(t)和售电价区o在t时段中标电力比例SXo(t),求得每个输电通道每个时段上的功率fl(t),利用求解结果即指导调整购售价区出清和分区定价;根据求得的中标的购售电力比例,调整购售价区出清和分区定价;根据每个时段的功率,调整出清顺序,待交易达成后形成各市场成员的中标电力和电价,发布交易结果,作为结算依据。In S5, when the optimization algorithm is used to optimize the objective function, a mixed integer programming algorithm is used, and the COMPLEX optimization engine is used to solve the winning power ratio DX d (t) of the purchase price zone d in the period t and the winning power ratio SX o (t) of the sales price zone o in the period t, and the power fl (t) of each transmission channel in each period is obtained. The solution result is used to guide the adjustment of the purchase and sale price zone clearing and zone pricing; the purchase and sale price zone clearing and zone pricing are adjusted according to the obtained winning purchase and sale power ratio; the clearing order is adjusted according to the power in each period, and the winning power and electricity price of each market member are formed after the transaction is completed, and the transaction results are released as the basis for settlement.
在S3中,结合我国特高压运营现状,为了更好精确的对分区定价进行调整,在本发明的一个实施例中,对每条特高压输电通道都建立一个目标函数,利用该函数针对每条特高压输电通道都核定一个输电价格和网损率,并将核定的输电价格和网损率用于指导该条特高压输电通道所属区域的分区定价。需要说明的是,在指导分区定价时,应以最大优化目标函数求解的结果为第一优先级,对该条特高压输电通道核定的输电价格和网损率,作为第二优先级参考调整。In S3, in combination with the current situation of UHV operation in my country, in order to adjust the zoning pricing more accurately, in one embodiment of the present invention, an objective function is established for each UHV transmission channel, and a transmission price and network loss rate are determined for each UHV transmission channel using the function, and the determined transmission price and network loss rate are used to guide the zoning pricing of the area to which the UHV transmission channel belongs. It should be noted that when guiding zoning pricing, the result of solving the maximum optimization objective function should be the first priority, and the transmission price and network loss rate determined for the UHV transmission channel should be adjusted as the second priority reference.
本方法首先针对购售价区的申报需求按照价格进行合并,然后构建了考虑输电费和网损的社会福利最大优化目标,建立了每个价区的电力平衡约束、中标电力约束、直流输电通道的潮流变化速率要求、直流输电通道上每天潮流变化次数约束、基于灵敏度因子的输电通道功率计算、输电通道能力约束、输电通道集合约束和分区定价约束,实现了省间中长期交易出清和分区电价信号挖掘;针对购售价区进行聚合申报、实现购售价区出清和分区定价,提高了省间中长期交易的可执行性,挖掘了省间中长期交易价格信号,有助于实现促进省间中长期交易的发展,有利于促进我国清洁能源的消纳。This method first merges the declared demands of the purchase and sale price zones according to the price, and then constructs the maximum optimization target of social welfare considering transmission fees and network losses, establishes the power balance constraint, winning power constraint, flow change rate requirement of the DC transmission channel, daily flow change number constraint on the DC transmission channel, transmission channel power calculation based on sensitivity factor, transmission channel capacity constraint, transmission channel collection constraint and zone pricing constraint for each price zone, realizes the clearing of medium- and long-term transactions between provinces and the mining of zone electricity price signals; aggregate declaration is carried out for the purchase and sale price zones, the clearing of purchase and sale price zones and zone pricing are realized, the feasibility of medium- and long-term transactions between provinces is improved, the price signals of medium- and long-term transactions between provinces are mined, which is helpful to promote the development of medium- and long-term transactions between provinces and is conducive to promoting the consumption of clean energy in my country.
本发明还提出了一种计及ATC的省间中长期交易出清的建模装置,数据获取模块,用于获取电力交易网络中各输电通道的可用输电能力ATC和简化拓扑关系,计算关键节点和关键断面的灵敏度因子;以及获取电力交易市场中各市场成员的申报数据,将申报数据形成聚合曲线;The present invention also proposes a modeling device for clearing inter-provincial medium- and long-term transactions taking into account ATC, and a data acquisition module for obtaining the available transmission capacity ATC and simplified topological relationships of each transmission channel in the power trading network, calculating the sensitivity factors of key nodes and key sections; and obtaining the declared data of each market member in the power trading market, and forming an aggregate curve with the declared data;
目标函数建立模块,用于基于聚合曲线结合灵敏度因子进行分区优化出清,建立用于优化输电价格和网损率的最大优化目标函数;所述最大优化目标函数具有约束条件;An objective function establishment module is used to perform partition optimization clearing based on the aggregation curve combined with the sensitivity factor, and establish a maximum optimization objective function for optimizing the transmission price and the network loss rate; the maximum optimization objective function has constraints;
求解模块,所述求解模块用于对所述最大优化目标函数进行求解,利用求解结果指导购售价区出清和分区定价。A solution module is used to solve the maximum optimization objective function and use the solution results to guide the purchase and sale price zone clearance and zone pricing.
本发明还提出了一种计算机存储介质,所述计算机存储介质上存储有计算机程序,所述计算机程序被处理器执行时实现如上述一种建模方法的步骤基于灵敏度因子的考虑输电费和网损的计及ATC的省间中长期交易优化出清建模方法。The present invention also proposes a computer storage medium having a computer program stored thereon. When the computer program is executed by a processor, the steps of the above-mentioned modeling method are implemented, namely, a modeling method for optimizing the clearing of inter-provincial medium- and long-term transactions based on sensitivity factors, transmission charges, network losses, and ATC.
本领域内的技术人员应明白,本发明的实施例可提供为方法、系统、或计算机程序产品。因此,本发明可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且,本发明可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。Those skilled in the art will appreciate that embodiments of the present invention may be provided as methods, systems, or computer program products. Therefore, the present invention may take the form of a complete hardware embodiment, a complete software embodiment, or an embodiment combining software and hardware. Moreover, the present invention may take the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing computer-usable program code.
本发明是参照根据本发明实施例的方法、设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present invention is described with reference to the flowchart and/or block diagram of the method, device (system), and computer program product according to the embodiment of the present invention. It should be understood that each process and/or box in the flowchart and/or block diagram, as well as the combination of the process and/or box in the flowchart and/or block diagram can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded processor or other programmable data processing device to produce a machine, so that the instructions executed by the processor of the computer or other programmable data processing device produce a device for implementing the functions specified in one or more processes in the flowchart and/or one or more boxes in the block diagram.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing device to work in a specific manner, so that the instructions stored in the computer-readable memory produce a manufactured product including an instruction device that implements the functions specified in one or more processes in the flowchart and/or one or more boxes in the block diagram.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions may also be loaded onto a computer or other programmable data processing device so that a series of operational steps are executed on the computer or other programmable device to produce a computer-implemented process, whereby the instructions executed on the computer or other programmable device provide steps for implementing the functions specified in one or more processes in the flowchart and/or one or more boxes in the block diagram.
由技术常识可知,本发明可以通过其它的不脱离其精神实质或必要特征的实施方案来实现。因此,上述公开的实施方案,就各方面而言,都只是举例说明,并不是仅有的。所有在本发明范围内或在等同于本发明的范围内的改变均被本发明包含。It is known from common technical knowledge that the present invention can be implemented by other embodiments that do not deviate from its spirit or essential features. Therefore, the above disclosed embodiments are only illustrative in all respects and are not exclusive. All changes within the scope of the present invention or within the scope equivalent to the present invention are included in the present invention.
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