CN103577889B - Method and system for optimized planning processing of multi-zone power generation energy development and transport - Google Patents
Method and system for optimized planning processing of multi-zone power generation energy development and transport Download PDFInfo
- Publication number
- CN103577889B CN103577889B CN201310420497.8A CN201310420497A CN103577889B CN 103577889 B CN103577889 B CN 103577889B CN 201310420497 A CN201310420497 A CN 201310420497A CN 103577889 B CN103577889 B CN 103577889B
- Authority
- CN
- China
- Prior art keywords
- power generation
- energy
- generation energy
- region
- power
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000010248 power generation Methods 0.000 title claims abstract description 487
- 238000011161 development Methods 0.000 title claims abstract description 77
- 238000000034 method Methods 0.000 title claims abstract description 35
- 238000012545 processing Methods 0.000 title claims abstract description 21
- 230000005540 biological transmission Effects 0.000 claims abstract description 157
- 238000005457 optimization Methods 0.000 claims abstract description 91
- 239000011159 matrix material Substances 0.000 claims abstract description 62
- 238000004519 manufacturing process Methods 0.000 claims abstract description 47
- 239000003245 coal Substances 0.000 claims description 88
- 239000007789 gas Substances 0.000 claims description 64
- VNWKTOKETHGBQD-UHFFFAOYSA-N methane Chemical compound C VNWKTOKETHGBQD-UHFFFAOYSA-N 0.000 claims description 64
- 230000005611 electricity Effects 0.000 claims description 49
- 239000003345 natural gas Substances 0.000 claims description 32
- 238000010276 construction Methods 0.000 claims description 14
- 239000003034 coal gas Substances 0.000 claims description 13
- 229910052770 Uranium Inorganic materials 0.000 claims description 12
- JFALSRSLKYAFGM-UHFFFAOYSA-N uranium(0) Chemical compound [U] JFALSRSLKYAFGM-UHFFFAOYSA-N 0.000 claims description 12
- 238000005265 energy consumption Methods 0.000 claims description 10
- 230000005484 gravity Effects 0.000 claims description 10
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 10
- 238000004364 calculation method Methods 0.000 claims description 7
- 239000002028 Biomass Substances 0.000 claims description 6
- 238000004458 analytical method Methods 0.000 claims description 6
- -1 solar energy Substances 0.000 claims description 6
- 238000009434 installation Methods 0.000 claims 6
- 238000007670 refining Methods 0.000 claims 3
- 238000000638 solvent extraction Methods 0.000 claims 2
- 230000017105 transposition Effects 0.000 claims 2
- 238000007596 consolidation process Methods 0.000 claims 1
- 230000006870 function Effects 0.000 description 23
- 239000000446 fuel Substances 0.000 description 6
- 238000012546 transfer Methods 0.000 description 5
- 230000007613 environmental effect Effects 0.000 description 4
- 238000000605 extraction Methods 0.000 description 4
- 238000003915 air pollution Methods 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000002265 prevention Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000009826 distribution Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000002068 genetic effect Effects 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000003672 processing method Methods 0.000 description 1
Classifications
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E40/00—Technologies for an efficient electrical power generation, transmission or distribution
- Y02E40/70—Smart grids as climate change mitigation technology in the energy generation sector
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
Landscapes
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Supply And Distribution Of Alternating Current (AREA)
- Wind Motors (AREA)
Abstract
本发明公开了一种多区域发电能源开发及运输优化规划处理的方法及系统。其中方法包括:获取预设区域能源资源禀赋信息,将所述预设区域划分为m个发电能源资源区域;获取每个发电能源资源区域内的能源资源禀赋信息,构建预设区域内跨发电能源资源区域能源输送通道备选集ΩΛ;建立发电能源投入产出平衡方程,通过综合电力系统运行参数及资源禀赋信息确立约束条件,选择预设区域内发电能源供应成本最小作为目标函数,建立多区域发电能源优化模型;利用优化模型,获取支路配置矩阵、发电能源相关生产向量、发电能源相关需求向量及输电类型的最优解,并解析所述最优解中的数据信息,实现预设区域内发电能源开发及能源运输格局的最优配置。
The invention discloses a method and system for multi-area power generation energy development and transportation optimization planning processing. The method includes: obtaining the energy resource endowment information of the preset region, dividing the preset region into m power generation energy resource regions; obtaining the energy resource endowment information in each power generation energy resource region, and constructing the cross-generation energy resource Alternative set of energy transmission channels in resource areas Ω Λ ; establish power generation energy input-output balance equations, establish constraint conditions through comprehensive power system operating parameters and resource endowment information, select the minimum power generation energy supply cost in the preset area as the objective function, and establish multiple Regional power generation energy optimization model; use the optimization model to obtain the optimal solution of branch configuration matrix, power generation energy-related production vector, power generation energy-related demand vector and transmission type, and analyze the data information in the optimal solution to realize the preset The optimal allocation of power generation energy development and energy transportation pattern in the region.
Description
技术领域technical field
本发明涉及电力系统中的发电能源开发领域,特别是涉及一种多区域发电能源开发及运输优化规划处理的方法及系统。The invention relates to the field of power generation energy development in power systems, in particular to a method and system for multi-region power generation energy development and transportation optimization planning processing.
背景技术Background technique
在电力系统中的发电能源开发领域,发电能源集中与分布开发模式的规模、布局,以及全国输煤输电格局,是保障国家供电部门和相关部门工作部署的重要技术关键。In the field of power generation energy development in the power system, the scale and layout of the power generation energy concentration and distribution development model, as well as the national coal transmission pattern, are important technical keys to ensure the work deployment of the national power supply department and related departments.
在处理上述任务时,需要考虑电力系统中许多因素(包括电力系统的综合电力系统运行参数及资源禀赋信息),由于考虑的因素较多,处理起来非常复杂,而在实际处理时,往往给工作人员带来了繁重的任务,同时通过现有技术往往很难完成,找到处理上述问题的多种参数和布局开发的条件,从而实现全国范围内开发总成本最小及得出关于区域间电力资源配置的各项调控比例是个很难处理的问题。When dealing with the above tasks, many factors in the power system need to be considered (including the comprehensive power system operating parameters and resource endowment information of the power system). Personnel bring a heavy task, and at the same time it is often difficult to complete through the existing technology, find a variety of parameters and layout development conditions to deal with the above problems, so as to achieve the minimum total development cost across the country and obtain information on the allocation of power resources between regions The various control ratios are a difficult problem to deal with.
尤其是在大型可再生能源基地与分布式能源加快开发,大气污染防治受到越来越广泛关注的背景下,在电力系统的发电能源开发领域中,对考虑电力系统输电线传输容量限制等实际情况,追求发电成本最小,提供合理的最优化的区域配置方案,并实现最合理的发电能源集中与分散开发的规模与布局是个亟待解决的技术问题。Especially in the context of accelerating the development of large-scale renewable energy bases and distributed energy sources, and the prevention and control of air pollution receiving more and more attention, in the field of power generation energy development in the power system, it is necessary to consider the actual situation of power system transmission line transmission capacity limitations. It is an urgent technical problem to pursue the minimum cost of power generation, provide a reasonable and optimized regional configuration plan, and realize the most reasonable scale and layout of power generation energy concentration and decentralized development.
发明内容Contents of the invention
基于上述问题,本发明提供了一种多区域发电能源开发及运输优化规划处理的方法及系统,通过对电力系统发电能源开发的成本运行布局的分析,建立多区域发电能源优化模型;利用上述优化模型,求取最优解,从而得到预设区域内发电能源开发及能源运输格局的最优配置。Based on the above problems, the present invention provides a method and system for multi-regional power generation energy development and transportation optimization planning and processing. By analyzing the cost operation layout of power system power generation energy development, a multi-regional power generation energy optimization model is established; using the above optimization The model is used to find the optimal solution, so as to obtain the optimal configuration of power generation energy development and energy transportation pattern in the preset area.
基于上述问题,本发明提供的一种多区域发电能源开发及运输优化规划处理的方法,包括以下步骤:Based on the above problems, the present invention provides a method for multi-regional power generation energy development and transportation optimization planning processing, including the following steps:
S100,获取预设区域能源资源禀赋信息,将所述预设区域划分为m个发电能源资源区域;其中,m为正整数;S100. Obtain energy resource endowment information in a preset area, and divide the preset area into m power generation energy resource areas; wherein, m is a positive integer;
S200,获取每个发电能源资源区域内的能源资源禀赋信息,构建预设区域内跨发电能源资源区域能源输送通道备选集ΩΛ;S200, obtain energy resource endowment information in each power generation energy resource region, and construct a candidate set Ω Λ of energy transmission channels across power generation energy resource regions in the preset region;
S300,建立发电能源投入产出平衡方程,通过综合电力系统运行参数及资源禀赋信息确立约束条件,选择预设区域内发电能源供应成本最小作为目标函数,建立多区域发电能源优化模型;S300, establishing a power generation energy input-output balance equation, establishing constraint conditions through comprehensive power system operating parameters and resource endowment information, selecting the minimum power generation energy supply cost in a preset region as the objective function, and establishing a multi-regional power generation energy optimization model;
S400,利用所述多区域发电能源优化模型,获取支路配置矩阵、发电能源相关生产向量、发电能源相关需求向量及输电类型的最优解,并解析所述最优解中的数据信息,得到优化结果;S400, using the multi-regional power generation energy optimization model to obtain the optimal solution of the branch configuration matrix, power generation energy-related production vector, power generation energy-related demand vector and transmission type, and analyze the data information in the optimal solution to obtain Optimization Results;
其中,所述发电能源包括但不限于核电、水能、风能、天然气、太阳能、煤炭、生物质能中的一种或者多种组合;资源禀赋信息包括单位兆瓦发电能源装机信息、发电能源电厂自用电率。Wherein, the power generation energy includes but not limited to one or more combinations of nuclear power, hydropower, wind energy, natural gas, solar energy, coal, and biomass energy; resource endowment information includes information on installed capacity of power generation energy per megawatt, power generation energy plant self-consumption rate.
较佳地,作为一种可实施方式,所述步骤S100包括以下步骤:Preferably, as an implementable manner, the step S100 includes the following steps:
S110,选择二维预设区域地图作为预设区域发电能源资源区域划分的对象,获取预设区域发电能源资源禀赋信息,并根据所述发电能源资源禀赋信息,将所述二维预设区域地图划分为m个发电能源资源区域;S110. Select a two-dimensional preset area map as the object of the area division of power generation energy resources in the preset area, obtain endowment information of power generation energy resources in the preset area, and convert the two-dimensional preset area map according to the endowment information of power generation energy resources Divide into m power generation energy resource areas;
S120,计算所述预设区域内一发电能源资源区域i的重心至另一发电能源资源区域j的重心之间的直线距离su;S120, calculating the linear distance su between the center of gravity of a power generation energy resource region i and the center of gravity of another power generation energy resource region j in the preset region;
其中,u为自然数;Among them, u is a natural number;
S130,提炼所述预设区域内发电能源资源区域中每一类别发电能源的单位装机成本、厂用电率、发电效率、最大生产上限、最大装机上限以及最大发电量上限,和所述发电能源资源区域的电量需求。S130, extracting the unit installed cost, plant power consumption rate, power generation efficiency, maximum production limit, maximum installed capacity limit, and maximum power generation limit of each type of power generation energy in the power generation energy resource area in the preset area, and the power generation energy The power demand of the resource area.
较佳地,作为一种可实施方式,所述步骤S200包括以下步骤:Preferably, as an implementable manner, the step S200 includes the following steps:
S210,选取电力系统的输电类型作为元素,构建输电类型集合Γ,并构建预设区域内跨发电能源资源区域输电备选通道;S210, selecting the transmission type of the power system as an element, constructing a transmission type set Γ, and constructing alternative transmission channels across power generation energy resource areas in the preset area;
S220,对发电能源资源区域间需要进行能源输送的煤炭及燃气资源,建立相应的跨发电能源资源区域煤炭及燃气输送备选通道;S220, for the coal and gas resources that need to be transported between power generation energy resource regions, establish corresponding alternative channels for coal and gas transmission across power generation energy resource regions;
S230,将所述跨发电能源资源区域输电备选通道集及所述跨发电能源资源区域煤炭及燃气输送备选通道合并,构成所述预设区域内跨发电能源资源区域能源输送通道备选集ΩΛ。S230. Merge the set of candidate transmission channels across power generation energy resource areas and the candidate coal and gas transmission channels across power generation energy resource areas to form a candidate set of energy transmission channels across power generation energy resource areas in the preset area ΩΛ .
较佳地,作为一种可实施方式,所述步骤S300包括以下步骤:Preferably, as an implementable manner, the step S300 includes the following steps:
S310,利用发电能源资源区域内发电能源开发以及发电能源资源区域间能源输送和能源消纳之间的平衡关系,建立发电能源投入产出平衡方程:S310, using the balance relationship between power generation energy development in the power generation energy resource region and energy transmission and energy consumption between power generation energy resource regions, to establish a power generation energy input-output balance equation:
AX+CnWCbY=XAX+C n WC b Y=X
其中,in,
A为直接消耗系数矩阵, A is the direct consumption coefficient matrix,
W为输送配置矩阵, W is the delivery configuration matrix,
Cn为区域配置矩阵, C n is the area configuration matrix,
Cb为支路配置矩阵, C b is the branch configuration matrix,
X为发电能源相关生产向量, X is the production vector related to power generation energy,
Y为发电能源相关需求向量, Y is the energy-related demand vector for power generation,
P={wp,sp,cp,gp,hp,np};G={wg,sg,cg,gg,hg,ng};E={we,se,ce,ge,he,ne};i,j∈[1m],u∈[1 l];P={w p ,s p ,c p ,g p ,h p ,n p }; G={w g ,s g ,c g ,g g ,h g ,n g }; E={w e , s e , c e , g e , he e , ne e }; i, j∈[1m], u∈[1 l];
P表示风能、太阳能、煤炭、天然气、水能、铀等一次发电能源的集合,对应集合元素的单位分别为其实物量单位;P represents the collection of wind energy, solar energy, coal, natural gas, hydropower, uranium and other primary power generation energy, and the units corresponding to the collection elements are their physical quantity units;
G表示风电、太阳能发电、煤电、气电、水电和核电装机的集合,对应集合元素的单位均为百万kW;G represents the collection of wind power, solar power, coal power, gas power, hydropower and nuclear power installed capacity, and the unit of the corresponding set elements is million kW;
E表示风电、太阳能发电、煤电、气电、水电和核电发电电量的集合,对应集合元素的单位均为百万kW·h;E represents the collection of wind power, solar power, coal power, gas power, hydropower and nuclear power generation, and the unit of the corresponding set elements is million kW h;
Xi表示发电能源资源区域i中一次发电能源、装机及电量的生产量,其中, 分别表示一次发电能源生产量、装机容量和发电电量;X i represents the production of primary power generation energy, installed capacity and electricity in power generation energy resource area i, where, Respectively represent the primary power generation energy production, installed capacity and power generation;
所述一次发电能源包括风能、太阳能、煤炭、天然气、水能、铀;The primary power generation energy includes wind energy, solar energy, coal, natural gas, water energy, and uranium;
Yi表示区域i各类一次发电能源、装机及电量的需求量,Y称为发电能源相关需求向量;Y i represents the demand for all kinds of primary power generation energy, installed capacity and electricity in area i, and Y is called the power generation energy related demand vector;
Ai表示区域i的各类一次能源、装机容量、发电电量之间的直接消耗系数矩阵;A i represents the direct consumption coefficient matrix among various primary energy sources, installed capacity, and generated electricity in area i;
S320,选择预设区域内发电能源供应成本最小作为所述投入产出平衡方程的目标函数:S320, selecting the minimum cost of power generation energy supply in the preset area as the objective function of the input-output balance equation:
其中:λ∈Λ,表示优化后,第u条能源输送备选通道上建设煤炭/燃气/输电通道的条数;in: λ∈Λ, represents the number of coal/gas/power transmission channels constructed on the u-th energy transmission alternative channel after optimization;
Φλ为能源输送通道的造价向量,包括电力、煤炭及燃气能源的输送通道造价;Φ λ is the cost vector of the energy transmission channel, including the cost of the transmission channel of electricity, coal and gas energy;
S330,根据预设条件确定所述目标函数的约束条件;S330. Determine constraints of the objective function according to preset conditions;
所述约束条件包括满足所述发电能源投入产出平衡方程;发电能源生产量在生产上限以下;能源输送备选通道的额定输送容量满足能源输送需求;能源输送通道的经济距离可以覆盖区域i与区域j;所选发电能源资源区域i的可再生能源电量满足电量需求的配额要求;发电能源资源区域j使用的一次能源及电力,由本地和非j区域输送调入共同组成;The constraint conditions include satisfying the power generation energy input-output balance equation; the power generation energy production is below the upper limit of production; the rated transmission capacity of the energy transmission alternative channel meets the energy transmission demand; the economic distance of the energy transmission channel can cover area i and Region j; the renewable energy power of the selected power generation energy resource region i meets the quota requirements of electricity demand; the primary energy and electricity used in the power generation energy resource region j are composed of local and non-j regional transmission and transfer;
S340,根据所述目标函数及约束条件建立多区域发电能源优化模型。S340. Establish a multi-region power generation energy optimization model according to the objective function and constraint conditions.
较佳地,作为一种可实施方式,步骤S400具体包括以下步骤:Preferably, as an implementable manner, step S400 specifically includes the following steps:
S410、利用所述多区域发电能源优化模型,求取支路配置矩阵Cb的最优解,并解析所述最优解的支路配置矩阵Cb中发电能源区域j使用的煤炭、天然气发电能源从第u个通道受端受入占本发电能源区域使用的煤炭、天然气发电能源总量的比例,以及发电能源区域j中从第u个通道受端受入的电能占本发电能源区域使用的电能总量的比例和发电能源区域j中每一类型电能所占电能总量的比例。S410. Use the multi-regional power generation energy optimization model to obtain the optimal solution of the branch configuration matrix C b , and analyze the coal and natural gas power generation used in the power generation energy region j in the branch configuration matrix C b of the optimal solution The proportion of energy received from the receiving end of the uth channel to the total amount of coal and natural gas power generation energy used in the power generation energy area, and the electric energy received from the receiving end of the uth channel in the power generation energy area j to the electric energy used in the power generation energy area The proportion of the total amount and the proportion of each type of electric energy to the total amount of electric energy in the power generation energy area j.
基于同一发明构思的一种多区域发电能源开发及运输优化规划处理的系统,包括区域划分模块、集合构建模块、建模模块以及求解模块,其中:A multi-regional power generation energy development and transportation optimization planning processing system based on the same inventive concept, including a region division module, an assembly building module, a modeling module and a solving module, wherein:
所述区域划分模块,用于获取预设区域能源资源禀赋信息,将所述预设区域划分为m个发电能源资源区域;其中,m为正整数;The area division module is used to obtain energy resource endowment information of a preset area, and divide the preset area into m power generation energy resource areas; wherein, m is a positive integer;
所述集合构建模块,用于获取每个发电能源资源区域内的能源资源禀赋信息,构建预设区域内跨发电能源资源区域能源输送通道备选集ΩΛ;The set construction module is used to obtain energy resource endowment information in each power generation energy resource region, and construct a candidate set Ω Λ of energy transmission channels across power generation energy resource regions in a preset region;
所述建模模块,用于建立发电能源投入产出平衡方程,通过综合电力系统运行参数及资源禀赋信息确立约束条件,选择预设区域内发电能源供应成本最小作为目标函数,建立多区域发电能源优化模型;The modeling module is used to establish a power generation energy input-output balance equation, establish constraint conditions through comprehensive power system operating parameters and resource endowment information, select the minimum power generation energy supply cost in a preset area as the objective function, and establish multi-regional power generation energy. optimization model;
所述求解模块,用于利用所述多区域发电能源优化模型,获取支路配置矩阵、发电能源相关生产向量、发电能源相关需求向量及输电类型的最优解,并解析所述最优解中的数据信息,得到优化结果;The solving module is used to use the multi-regional power generation energy optimization model to obtain the optimal solution of the branch configuration matrix, power generation energy-related production vector, power generation energy-related demand vector and transmission type, and analyze the optimal solution in the optimal solution The data information to get the optimization result;
其中,所述发电能源包括但不限于核电、水能、风能、天然气、太阳能、煤炭、生物质能中的一种或者多种组合;资源禀赋信息包括单位兆瓦发电能源装机信息、发电能源电厂自用电率。Wherein, the power generation energy includes but not limited to one or more combinations of nuclear power, hydropower, wind energy, natural gas, solar energy, coal, and biomass energy; resource endowment information includes information on installed capacity of power generation energy per megawatt, power generation energy plant self-consumption rate.
较佳地,作为一种可实施方式,所述区域划分模块包括划分子模块,距离计算子模块,以及信息提炼子模块,其中:Preferably, as an implementable manner, the area division module includes a division submodule, a distance calculation submodule, and an information extraction submodule, wherein:
所述划分子模块,用于选择二维预设区域地图作为预设区域发电能源资源区域划分的对象,获取预设区域发电能源资源禀赋信息,并根据所述发电能源资源禀赋信息,将所述二维预设区域地图划分为m个发电能源资源区域;The division sub-module is used to select a two-dimensional preset area map as an object for the area division of power generation energy resources in the preset area, obtain endowment information of power generation energy resources in the preset area, and according to the endowment information of power generation energy resources, divide the The two-dimensional preset area map is divided into m power generation energy resource areas;
所述距离计算子模块,用于计算所述二维预设区域地图上一发电能源资源区域i的重心至另一发电能源资源区域j的重心之间的直线距离su;The distance calculation sub-module is used to calculate the straight-line distance u between the barycenter of a power generation energy resource area i and the barycenter of another power generation energy resource area j on the two-dimensional preset area map;
其中,u为自然数;Among them, u is a natural number;
所述信息提炼子模块,用于提炼所述预设区域内发电能源资源区域中每一类别发电能源的单位装机成本、厂用电率、发电效率、最大生产上限、最大装机上限以及最大发电量上限,和所述发电能源资源区域的电量需求。The information extraction sub-module is used to extract the unit installed cost, plant power consumption rate, power generation efficiency, maximum production upper limit, maximum installed capacity upper limit and maximum power generation capacity of each type of power generation energy in the power generation energy resource area in the preset area upper limit, and the power demand of the power generation energy resource area.
较佳地,作为一种可实施方式,所述集合构建模块包括输电通道集构建子模块,煤炭及燃气资源通道集构建子模块,以及集合合并子模块,其中:Preferably, as an implementable manner, the set building module includes a power transmission channel set building sub-module, a coal and gas resource channel set building sub-module, and a set merging sub-module, wherein:
所述输电通道集构建子模块,用于选取电力系统的输电类型作为元素,构建输电类型集合Γ,并构建预设区域内跨发电能源资源区域输电备选通道;The transmission channel set construction sub-module is used to select the transmission type of the power system as an element, construct a transmission type set Γ, and construct an alternative channel for transmission across power generation energy resource areas in a preset area;
所述煤炭及燃气资源通道集构建子模块,用于对发电能源资源区域间需要进行能源输送的煤炭及燃气资源,建立相应的跨发电能源资源区域煤炭及燃气输送备选通道;The coal and gas resource channel set construction sub-module is used to establish corresponding alternative channels for coal and gas transmission across power generation energy resource areas for coal and gas resources that need to be transported between power generation energy resource areas;
所述集合合并子模块,用于将所述跨发电能源资源区域输电备选通道集及所述跨发电能源资源区域煤炭及燃气输送备选通道合并,构成所述预设区域内跨发电能源资源区域能源输送通道备选集ΩΛ。The set merging sub-module is used to combine the set of alternative channels for power transmission across power generation energy resource areas and the candidate coal and gas transmission channels across power generation energy resource areas to form cross-generation energy resources in the preset area Candidate set of regional energy transmission channels Ω Λ .
较佳地,作为一种可实施方式,所述建模模块包括平衡方程建立子模块,目标函数建立子模块,约束条件确定子模块,以及优化模型建立子模块,其中:Preferably, as an implementable manner, the modeling module includes a balance equation establishment submodule, an objective function establishment submodule, a constraint condition determination submodule, and an optimization model establishment submodule, wherein:
所述平衡方程建立子模块,用于利用发电能源资源区域内发电能源开发以及发电能源资源区域间能源输送和能源消纳之间的平衡关系,建立发电能源投入产出平衡方程:The balance equation establishes a sub-module, which is used to establish a power generation energy input-output balance equation by utilizing the balance relationship between power generation energy development in the power generation energy resource area and energy transmission and energy consumption between power generation energy resource areas:
AX+CnWCbY=XAX+C n WC b Y=X
其中,in,
A为直接消耗系数矩阵, A is the direct consumption coefficient matrix,
W为输送配置矩阵, W is the delivery configuration matrix,
Cn为区域配置矩阵, C n is the area configuration matrix,
Cb为支路配置矩阵, C b is the branch configuration matrix,
X为发电能源相关生产向量, X is the production vector related to power generation energy,
Y为发电能源相关需求向量, Y is the energy-related demand vector for power generation,
P={wp,sp,cp,gp,hp,np};G={wg,sg,cg,gg,hg,ng};E={we,se,ce,ge,he,ne};i,j∈[1m],u∈[1 l];P={w p ,s p ,c p ,g p ,h p ,n p }; G={w g ,s g ,c g ,g g ,h g ,n g }; E={w e , s e , c e , g e , he e , ne e }; i, j∈[1m], u∈[1 l];
P表示风能、太阳能、煤炭、天然气、水能、铀等一次发电能源的集合,对应集合元素的单位分别为其实物量单位;P represents the collection of wind energy, solar energy, coal, natural gas, hydropower, uranium and other primary power generation energy, and the units corresponding to the collection elements are their physical quantity units;
G表示风电、太阳能发电、煤电、气电、水电和核电装机的集合,对应集合元素的单位均为百万kW;G represents the collection of wind power, solar power, coal power, gas power, hydropower and nuclear power installed capacity, and the unit of the corresponding set elements is million kW;
E表示风电、太阳能发电、煤电、气电、水电和核电发电电量的集合,对应集合元素的单位均为百万kW·h;E represents the collection of wind power, solar power, coal power, gas power, hydropower and nuclear power generation, and the unit of the corresponding set elements is million kW h;
Xi表示发电能源资源区域i中一次发电能源、装机及电量的生产量,其中, 分别表示一次发电能源生产量、装机容量和发电电量;X i represents the production of primary power generation energy, installed capacity and electricity in power generation energy resource area i, where, Respectively represent the primary power generation energy production, installed capacity and power generation;
所述一次发电能源包括风能、太阳能、煤炭、天然气、水能、铀;The primary power generation energy includes wind energy, solar energy, coal, natural gas, water energy, and uranium;
Yi表示区域i各类一次发电能源、装机及电量的需求量,Y称为发电能源相关需求向量;Y i represents the demand for all kinds of primary power generation energy, installed capacity and electricity in area i, and Y is called the power generation energy related demand vector;
Ai表示区域i的各类一次能源、装机容量、发电电量之间的直接消耗系数矩阵;A i represents the direct consumption coefficient matrix among various primary energy sources, installed capacity, and generated electricity in area i;
所述目标函数建立子模块,用于选择预设区域内发电能源供应成本最小作为所述投入产出平衡方程的目标函数:The objective function establishes a submodule, which is used to select the minimum cost of power generation energy supply in the preset area as the objective function of the input-output balance equation:
其中:λ∈Λ,表示优化后,第u条能源输送备选通道上建设煤炭/燃气/输电通道的条数;in: λ∈Λ, represents the number of coal/gas/power transmission channels constructed on the u-th energy transmission alternative channel after optimization;
Φλ为能源输送通道的造价向量,包括电力、煤炭及燃气能源的输送通道造价;Φ λ is the cost vector of the energy transmission channel, including the cost of the transmission channel of electricity, coal and gas energy;
所述约束条件确定子模块,用于根据预设条件确定所述目标函数的约束条件;The constraint condition determining submodule is used to determine the constraint condition of the objective function according to preset conditions;
所述约束条件包括满足所述发电能源投入产出平衡方程;发电能源生产量在生产上限以下;能源输送备选通道的额定输送容量满足能源输送需求;能源输送通道的经济距离可以覆盖区域i与区域j;所选发电能源资源区域i的可再生能源电量满足电量需求的配额要求;发电能源资源区域j使用的一次能源及电力,由本地和非j区域输送调入共同组成;The constraint conditions include satisfying the power generation energy input-output balance equation; the power generation energy production is below the upper limit of production; the rated transmission capacity of the energy transmission alternative channel meets the energy transmission demand; the economic distance of the energy transmission channel can cover area i and Region j; the renewable energy power of the selected power generation energy resource region i meets the quota requirements of electricity demand; the primary energy and electricity used in the power generation energy resource region j are composed of local and non-j regional transmission and transfer;
所述优化模型建立子模块,用于根据所述目标函数及约束条件建立多区域发电能源优化模型。The optimization model establishment sub-module is used to establish a multi-region power generation energy optimization model according to the objective function and constraints.
较佳地,作为一种可实施方式,所述求解模块包括解析子模块;Preferably, as an implementable manner, the solution module includes an analysis submodule;
所述解析子模块,用于利用所述多区域发电能源优化模型,求取支路配置矩阵Cb的最优解,并解析所述最优解的支路配置矩阵Cb中发电能源区域j使用的煤炭、天然气发电能源从第u个通道受端受入占本发电能源区域使用的煤炭、天然气发电能源总量的比例,以及发电能源区域j中从第u个通道受端受入的电能占本发电能源区域使用的电能总量的比例和发电能源区域j中每一类型电能所占电能总量的比例。The analysis sub-module is used to obtain the optimal solution of the branch configuration matrix C b by using the multi-regional power generation energy optimization model, and analyze the power generation energy area j in the branch configuration matrix C b of the optimal solution The proportion of coal and natural gas power generation energy received from the receiving end of the uth channel to the total amount of coal and natural gas power generation energy used in the power generation energy area, and the proportion of electric energy received from the uth channel receiving end in the power generation energy area j The proportion of the total electric energy used in the power generation energy area and the proportion of each type of electric energy in the power generation energy area j to the total electric energy.
本发明的有益效果包括:The beneficial effects of the present invention include:
本发明提供的一种多区域发电能源开发及运输优化规划处理的方法及系统,首次将多区域投入产出理论引入发电能源规划领域,应用于建立多区域发电能源优化模型中。对预设区域的各个发电能源区域之间发电能源以及电能的输送,及各发电能源区域之间能源输送管道的建立进行计算,以总开发成本最小为目标,得到预设区域内各发电能源区域内各种发电能源开发成本投入,及各发电能源区域之间能源的流动比例,实现预设区域内发电能源开发及能源运输格局的最优配置。The present invention provides a method and system for multi-regional power generation energy development and transportation optimization planning and processing. For the first time, the multi-regional input-output theory is introduced into the field of power generation energy planning and applied to the establishment of multi-regional power generation energy optimization models. Calculate the power generation energy and the transmission of electric energy between the various power generation energy areas in the preset area, and the establishment of energy transmission pipelines between the various power generation energy areas, and aim at the minimum total development cost to obtain the power generation energy areas in the preset area The investment of various power generation energy development costs within the region, and the energy flow ratio between various power generation energy areas, realize the optimal allocation of power generation energy development and energy transportation patterns in the preset area.
附图说明Description of drawings
图1为本发明多区域发电能源开发及运输优化规划处理的方法的一具体实施例的流程示意图;Fig. 1 is a schematic flow chart of a specific embodiment of the method for multi-regional power generation energy development and transportation optimization planning processing of the present invention;
图2为本发明多区域发电能源开发及运输优化规划处理的系统的一具体实施例的结构示意图;Fig. 2 is a structural schematic diagram of a specific embodiment of the system for multi-regional power generation energy development and transportation optimization planning processing of the present invention;
图3为本发明多区域发电能源开发及运输优化规划处理的系统的一具体实施例的处理过程示意图。Fig. 3 is a schematic diagram of the processing process of a specific embodiment of the system for multi-regional power generation energy development and transportation optimization planning processing according to the present invention.
具体实施方式detailed description
下面结合说明书附图,对本发明多区域发电能源开发及运输优化规划处理的方法及系统的具体实施方式进行说明。The specific implementation of the method and system for multi-regional power generation energy development and transportation optimization planning processing of the present invention will be described below with reference to the accompanying drawings.
本发明的多区域发电能源开发及运输优化规划处理的方法和系统,以最小供应为原则进行发电能源及电能运输优化的方法和系统,在大型可再生能源基地与分布式能源加快开发、大气污染防治背景下,研究未来我国发电能源开发及运输的规模、布局。The method and system for multi-regional power generation energy development and transportation optimization planning and processing of the present invention, the method and system for optimizing power generation energy and electric energy transportation based on the principle of minimum supply, accelerate the development of large-scale renewable energy bases and distributed energy sources, and reduce air pollution In the context of prevention and control, study the scale and layout of my country's future power generation energy development and transportation.
本发明实施例提供了一种多区域发电能源开发及运输优化规划处理的方法,如图1所示,具体包括以下步骤:An embodiment of the present invention provides a method for multi-regional power generation energy development and transportation optimization planning processing, as shown in FIG. 1 , which specifically includes the following steps:
S100,获取预设区域能源资源禀赋信息,将所述预设区域划分为m个发电能源资源区域;其中,m为正整数;S100. Obtain energy resource endowment information in a preset area, and divide the preset area into m power generation energy resource areas; wherein, m is a positive integer;
S200,获取每个发电能源资源区域内的能源资源禀赋信息,构建预设区域内跨发电能源资源区域能源输送通道备选集ΩΛ;S200, obtain energy resource endowment information in each power generation energy resource region, and construct a candidate set Ω Λ of energy transmission channels across power generation energy resource regions in the preset region;
S300,建立发电能源投入产出平衡方程,通过综合电力系统运行参数及资源禀赋信息确立约束条件,选择预设区域内发电能源供应成本最小作为目标函数,建立多区域发电能源优化模型;S300, establishing a power generation energy input-output balance equation, establishing constraint conditions through comprehensive power system operating parameters and resource endowment information, selecting the minimum power generation energy supply cost in a preset region as the objective function, and establishing a multi-regional power generation energy optimization model;
S400,利用所述多区域发电能源优化模型,获取支路配置矩阵、发电能源相关生产向量、发电能源相关需求向量及输电类型的最优解,并解析所述最优解中的数据信息,得到优化结果;S400, using the multi-regional power generation energy optimization model to obtain the optimal solution of the branch configuration matrix, power generation energy-related production vector, power generation energy-related demand vector and transmission type, and analyze the data information in the optimal solution to obtain Optimization Results;
其中,所述发电能源包括但不限于核电、水能、风能、天然气、太阳能、煤炭、生物质能中的一种或者多种组合。Wherein, the power generation energy includes but is not limited to one or more combinations of nuclear power, hydropower, wind energy, natural gas, solar energy, coal, and biomass energy.
所述资源禀赋信息包括单位兆瓦发电能源装机信息、发电能源电厂自用电率。资源禀赋信息为本领域的公知常识,对此不再详细叙述。The resource endowment information includes information on the installed capacity of power generation energy per MW, and the self-consumption rate of power plants for power generation energy. Resource endowment information is common knowledge in this field, and will not be described in detail here.
本发明实施例在具体实施时,上述各步骤可以由多区域发电能源开发及运输优化规划处理的系统来完成。下面对上述各步骤进行详细说明:When the embodiment of the present invention is actually implemented, the above steps can be completed by a system for multi-region power generation energy development and transportation optimization planning and processing. The above steps are described in detail below:
较佳地,作为一种可实施方式,上述步骤S100具体包括以下步骤:Preferably, as an implementable manner, the above step S100 specifically includes the following steps:
S110,选择二维预设区域地图作为预设区域发电能源资源区域划分的对象,获取预设区域发电能源资源禀赋信息,并根据所述发电能源资源禀赋信息,将所述二维预设区域地图划分为m个发电能源资源区域;S110. Select a two-dimensional preset area map as the object of the area division of power generation energy resources in the preset area, obtain endowment information of power generation energy resources in the preset area, and convert the two-dimensional preset area map according to the endowment information of power generation energy resources Divide into m power generation energy resource areas;
以预设区域地图作为预设区域发电能源资源区域划分的对象,本发明实施例中以中国大陆区域作为所要研究的预设区域,根据中国大陆区域内各地区资源禀赋情况,将所述中国大陆区域划分为m个发电能源资源区域,在每一个发电能源资源区域内,煤炭、天然气、风能、太阳能、水电、核电等同类发电能源开发条件、发电效率等方面类似。从地图上看,所划分的单个发电能源区域连通且为凸集。The preset region map is used as the object of regional division of power generation energy resources in the preset region. In the embodiment of the present invention, the mainland China region is used as the preset region to be studied. According to the resource endowment situation of each region in the mainland China region, the mainland China region The region is divided into m power generation energy resource regions. In each power generation energy resource region, coal, natural gas, wind energy, solar energy, hydropower, nuclear power and other similar power generation energy development conditions and power generation efficiency are similar. From the map, the divided single power generation energy area is connected and is a convex set.
S120,计算所述预设区域内一发电能源资源区域i的重心至另一发电能源资源区域j的重心之间的直线距离su,其中,u为自然数。S120. Calculate the linear distance su between the center of gravity of a power generation energy resource region i and the center of gravity of another power generation energy resource region j within the preset region, where u is a natural number.
对已经划分好的各个发电能源资源区域,计算两两发电能源资源区域间的距离,用su。为计算简便,本发明实施例中计算二维预设区域地图上一发电能源资源区域i的重心至另一发电能源资源区域j的重心之间的直线距离,并根据所述二维预设区域地图的比例尺折算出两发电能源资源区域之间的实际距离su。For each power generation energy resource area that has been divided, calculate the distance between any pair of power generation energy resource areas, using s u . For the sake of simplicity of calculation, in the embodiment of the present invention, the linear distance between the center of gravity of one power generation energy resource region i and the center of gravity of another power generation energy resource region j on the two-dimensional preset region map is calculated, and according to the two-dimensional preset region The scale of the map converts the actual distance su between the two power generation energy resource areas.
S130,提炼所述预设区域内发电能源资源区域中每一类别发电能源的单位装机成本、厂用电率、发电效率、最大生产上限、最大装机上限以及最大发电量上限,和所述发电能源资源区域的电量需求。S130, extracting the unit installed cost, plant power consumption rate, power generation efficiency, maximum production limit, maximum installed capacity limit, and maximum power generation limit of each type of power generation energy in the power generation energy resource area in the preset area, and the power generation energy The power demand of the resource area.
对每一发电能源资源区域内的电量需求,以及发电能源开发的各类开发成本进行提炼,以便后续根据所提炼的信息构建发电能源投入产出平衡方程。The power demand in each power generation energy resource area and various development costs of power generation energy development are extracted, so that the power generation energy input-output balance equation can be constructed based on the extracted information.
较佳地,作为一种可实施方式,上述步骤S200具体包括以下步骤:Preferably, as an implementable manner, the above step S200 specifically includes the following steps:
S210,选取电力系统的输电类型作为元素,构建输电类型集合Γ,并构建预设区域内跨发电能源资源区域输电备选通道;S210, selecting the transmission type of the power system as an element, constructing a transmission type set Γ, and constructing alternative transmission channels across power generation energy resource areas in the preset area;
记λc、λg、λe分别表示煤炭运输通道、燃气运输通道和输电通道,Λ={λc,λg,λe}。若发电能源区域i与发电能源区域j之间存在建立能源输送通道λ的可能性,记发电能源区域i与发电能源区域j之间的输电备选通道为 Note that λ c , λ g , and λ e represent the coal transportation channel, the gas transportation channel and the electricity transmission channel respectively, Λ={λ c , λ g ,λ e }. If there is a possibility of establishing an energy transmission channel λ between the power generation energy area i and the power generation energy area j, write down the power transmission alternative channel between the power generation energy area i and the power generation energy area j as
输电通道在输电类型γu下,γu∈Γ,其电力输送容量为额定利用小时数Hγu,经济输送最小距离为经济输送最大距离为输电损耗及造价分别为 其中, 为通道u下输电类型γu的单位公里造价及线路损耗, 为通道u下输电类型γu的换流站或变电站造价和损耗,为输电曲折系数。对不需新建的已有输电通道,记预设区域内跨发电能源资源区域输电备选通道集的输送容量向量为造价向量为 Transmission channel Under the transmission type γ u , γ u ∈ Γ, its power transmission capacity is Rated utilization hours H γu , the minimum economic transportation distance is The maximum economical transport distance is Transmission loss and cost respectively in, is the cost per kilometer and line loss of transmission type γ u under channel u, is the cost and loss of the converter station or substation of the transmission type γ u under the channel u, is the transmission tortuosity coefficient. For existing transmission channels that do not need to be newly built, Note that the transmission capacity vector of the cross-generation energy resource area transmission alternative channel set in the preset area is The cost vector is
S220,对发电能源资源区域间需要进行能源输送的煤炭及燃气资源,建立相应的跨发电能源资源区域煤炭及燃气输送备选通道;S220, for the coal and gas resources that need to be transported between power generation energy resource regions, establish corresponding alternative channels for coal and gas transmission across power generation energy resource regions;
记发电能源区域i与发电能源区域j之间的煤炭或燃气输送备选通道为λ∈{λc,λg},输送容量为经济输送最小距离为经济输送最大距离为运输损耗和造价分别为和其中,和分别为煤炭运输通道、燃气运输管道等非输电通道单位公里损耗及造价,为通道/管道曲折系数。对不需新建的煤炭或燃气运输管道通道,记煤炭运输通道备选集的输送容量向量为造价向量为燃气运输通道备选集的输送容量向量为造价向量为 Denote the coal or gas transmission alternative channel between power generation energy area i and power generation energy area j as λ∈{λ c ,λ g }, the delivery capacity is The minimum economic transportation distance is The maximum economical transport distance is The transportation loss and construction cost are respectively with in, with are the unit kilometer loss and construction cost of non-transmission channels such as coal transportation channels and gas transportation pipelines, is channel/pipe tortuosity. For coal or gas transportation pipeline channels that do not need to be newly built, Note that the transportation capacity vector of the candidate set of coal transportation channels is The cost vector is The transportation capacity vector of the candidate set of gas transportation channels is The cost vector is
S230,将所述跨发电能源资源区域输电备选通道集及所述跨发电能源资源区域煤炭及燃气输送备选通道合并,构成所述预设区域内跨发电能源资源区域能源输送通道备选集ΩΛ。S230. Merge the set of candidate transmission channels across power generation energy resource areas and the candidate coal and gas transmission channels across power generation energy resource areas to form a candidate set of energy transmission channels across power generation energy resource areas in the preset area ΩΛ .
表示区域i、j之间存在建立煤炭运输通道、燃气运输通道和输电通道中一种及一种以上的可能性,即i,j∈[1 m],将它们统称为第u条能源运输备选通道。记u∈[1 l],|ΩΛ|=l。表示第u条能源运输备选通道中的煤炭/燃气/输电通道,其运输方向随能源运输通道类型唯一确定,是从发电能源区域i至发电能源区域j,还是区域j至区域i。 Indicates that there is the possibility of establishing one or more of coal transportation channels, gas transportation channels and power transmission channels between regions i and j, that is, i, j∈[1 m], they are collectively referred to as the u-th energy transportation alternative channel. remember u∈[1 l], |Ω Λ |=l. Indicates the coal/gas/power transmission channel in the u-th energy transport alternative channel, and its transport direction is uniquely determined according to the type of energy transport channel, whether it is from power generation energy area i to power generation energy area j, or from area j to area i.
较佳地,作为一种可实施方式,上述步骤S300具体包括以下步骤:Preferably, as an implementable manner, the above step S300 specifically includes the following steps:
S310,利用发电能源资源区域内发电能源开发以及发电能源资源区域间能源输送和能源消纳之间的平衡关系,建立发电能源投入产出平衡方程:S310, using the balance relationship between power generation energy development in the power generation energy resource region and energy transmission and energy consumption between power generation energy resource regions, to establish a power generation energy input-output balance equation:
AX+CnWCbY=X (1)AX+C n WC b Y=X (1)
其中,in,
A为直接消耗系数矩阵, A is the direct consumption coefficient matrix,
W为输送配置矩阵, W is the delivery configuration matrix,
Cn为区域配置矩阵, C n is the area configuration matrix,
Cb为支路配置矩阵, C b is the branch configuration matrix,
X为发电能源相关生产向量, X is the production vector related to power generation energy,
Y为发电能源相关需求向量, Y is the energy-related demand vector for power generation,
P={wp,sp,cp,gp,hp,np};G={wg,sg,cg,gg,hg,ng};E={we,se,ce,ge,he,ne};i,j∈[1m],u∈[1 l];P={w p ,s p ,c p ,g p ,h p ,n p }; G={w g ,s g ,c g ,g g ,h g ,n g }; E={w e , s e , c e , g e , he e , ne e }; i, j∈[1m], u∈[1 l];
P表示风能、太阳能、煤炭、天然气、水能、铀等一次发电能源的集合,对应集合元素的单位分别为其实物量单位;P represents the collection of wind energy, solar energy, coal, natural gas, hydropower, uranium and other primary power generation energy, and the units corresponding to the collection elements are their physical quantity units;
G表示风电、太阳能发电、煤电、气电、水电和核电装机的集合,对应集合元素的单位均为百万kW;G represents the collection of wind power, solar power, coal power, gas power, hydropower and nuclear power installed capacity, and the unit of the corresponding set elements is million kW;
E表示风电、太阳能发电、煤电、气电、水电和核电发电电量的集合,对应集合元素的单位均为百万kW·h;E represents the collection of wind power, solar power, coal power, gas power, hydropower and nuclear power generation, and the unit of the corresponding set elements is million kW h;
Xi表示发电能源资源区域i中一次发电能源、装机及电量的生产量,其中, 分别表示一次发电能源生产量、装机容量和发电电量;X i represents the production of primary power generation energy, installed capacity and electricity in power generation energy resource area i, where, Respectively represent the primary power generation energy production, installed capacity and power generation;
所述一次发电能源包括风能、太阳能、煤炭、天然气、水能、铀;The primary power generation energy includes wind energy, solar energy, coal, natural gas, water energy, and uranium;
Yi表示区域i各类一次发电能源、装机及电量的需求量,Y称为发电能源相关需求向量,其中,从用户需求角度看,使用的是电量,装机容量及一次能源并无使用价值,因此 的维数与相同。表示风电、太阳能发电、煤电、气电、水电和核电发电电量。在可再生能源消纳配额制要求下,和之和占区域i电力需求的比例满足一定要求。Y称为发电能源相关需求向量。Y i represents the demand for various types of primary power generation energy, installed capacity and electricity in area i, and Y is called the related demand vector of power generation energy, where, from the perspective of user demand, what is used is electricity, and installed capacity and primary energy have no use value. therefore Dimensions and same. Indicates wind power, solar power, coal power, gas power, hydropower and nuclear power generation. Under the requirements of the renewable energy consumption quota system, with The ratio of the sum to the power demand of region i meets certain requirements. Y is called the generation energy related demand vector.
Ai表示区域i的各类一次能源、装机容量、发电电量之间的直接消耗系数矩阵。A i represents the direct consumption coefficient matrix among various primary energy sources, installed capacity, and generated electricity in area i.
其中,表示各一次发电能源之间的直接消耗系数,例如若考虑煤制气发电,则其元素表示生产一单位气的直接煤耗系数。表示生产一单位电量对一次发电能源的消耗系数,例如,矩阵元素表示单位煤电电量的煤耗;对可再生一次发电能源,不考虑其消耗, 表示单位电量的装机容量。表示厂用电率。 in, Indicates the direct consumption coefficient between each primary power generation energy, for example, if coal-to-gas power generation is considered, its element Indicates the direct coal consumption coefficient for producing one unit of gas. Indicates the consumption coefficient of primary power generation energy for the production of one unit of electricity, for example, the matrix element Indicates the coal consumption per unit of coal-fired electricity; for renewable primary power generation energy, regardless of its consumption, Indicates the installed capacity per unit of electricity. Indicates the plant power consumption rate.
区域配置矩阵Cn为18m×18l维的“节点-支路”关联矩阵。其中, 若则若则若则若则由于装机不能输送,则其中i=[1 m],u=[1 l],的维数与的一致。{Cn}={0,1},矩阵Cn中,其余未提到的元素为0。The regional configuration matrix C n is a 18m×18l dimensional "node-branch" correlation matrix. in, like but like but like but like but Since the installed machine cannot be transported, the where i=[1 m], u=[1 l], Dimensions and consistent. {C n }={0,1}, in matrix C n , other unmentioned elements are 0.
支路配置矩阵Cb为18l×18m维的“支路-节点”关联矩阵。其中, 若则表示区域j使用的煤炭、天然气从第u个通道受端受入占本区域使用总量的比例, 若则表示区域j使用的风电、太阳能发电、煤电、气电、水电和核电从第u个通道受端受入分别占本区域使用总量的比例, 由于装机不能输送,则其中i=[1 m],u=[1l],的维数与的一致。矩阵Cb中,其余未提到的元素为0。The branch configuration matrix C b is a 18l×18m-dimensional "branch-node" correlation matrix. in, like but Indicates the proportion of the coal and natural gas used in area j received from the receiving end of the uth channel to the total consumption in the area, like but Indicates the proportions of wind power, solar power, coal power, gas power, hydropower and nuclear power received from the receiving end of the uth channel in the region j to the total use in the region, Since the installed machine cannot be transported, the where i=[1m], u=[1l], Dimensions and consistent. In the matrix C b , the other unmentioned elements are 0.
输送配置矩阵W为18l×18l维,Wu系数矩阵表示第u个通道上传输的单位能源电力及相应的耗费量。 其中, 由于装机不能输送,则其中,u=[1 l],的维数与的一致。矩阵W中,其余未提到的元素为0。The transmission configuration matrix W is 18l×18l dimensional, and the Wu coefficient matrix represents the unit energy and power transmitted on the uth channel and the corresponding consumption. in, Since the installed machine cannot be transported, the where u=[1 l], Dimensions and consistent. In the matrix W, the rest of the unmentioned elements are 0.
S320,选择预设区域内发电能源供应成本最小作为所述投入产出平衡方程的目标函数:S320, selecting the minimum cost of power generation energy supply in the preset area as the objective function of the input-output balance equation:
其中,in,
表示区域i生产的一次发电能源的单位燃料成本,可再生能源的燃料成本为0, 表示区域i内,相应一次发电装机的百万kW固定投资。 表示区域i内,产生对应发电能源单位电量的外部环境成本。 Indicates the unit fuel cost of primary power generation energy produced in area i, and the fuel cost of renewable energy is 0, Indicates the million kW fixed investment of the corresponding primary power generation installed capacity in area i. Indicates that in area i, the external environmental cost corresponding to the unit electricity of power generation energy is generated.
λ∈Λ,表示优化后,第u条能源运输备选通道上建设煤炭/燃气/输电通道的条数。 λ∈Λ, represents the number of coal/gas/power transmission channels built on the uth energy transportation alternative channel after optimization.
Φλ为能源输送通道的造价向量,包括电力、煤炭及燃气能源的输送通道造价。Φ λ is the cost vector of energy transmission channels, including the cost of transmission channels for electricity, coal and gas energy.
S330,根据预设条件确定所述目标函数的约束条件;S330. Determine constraints of the objective function according to preset conditions;
所述约束条件包括满足所述发电能源投入产出平衡方程;发电能源生产量在生产上限以下;能源输送备选通道的额定输送容量满足能源输送需求;能源输送通道的经济距离可以覆盖区域i与区域j;所选发电能源资源区域i的可再生能源电量满足电量需求的配额要求;发电能源资源区域j使用的一次能源及电力,由本地和非j区域输送调入共同组成。The constraint conditions include satisfying the power generation energy input-output balance equation; the power generation energy production is below the upper limit of production; the rated transmission capacity of the energy transmission alternative channel meets the energy transmission demand; the economic distance of the energy transmission channel can cover area i and Region j; the renewable energy power of the selected power generation energy resource region i meets the quota requirements of electricity demand; the primary energy and electricity used in the power generation energy resource region j are composed of local and non-j regional transmission and transfer.
所述预设条件包括可再生能源发电的电量占总电量需求的比例等条件。The preset conditions include conditions such as the proportion of electricity generated by renewable energy to total electricity demand.
本发明实施例中式(2)对应的约束条件包括:The constraints corresponding to formula (2) in the embodiment of the present invention include:
X=(I-A)-1CnWCbY (3)X=(IA) -1 C n WC b Y (3)
X≤Xmax (4)X ≤ X max (4)
其中, 表示区域i生产的一次发电能源的单位燃料成本,可再生能源的燃料成本为0, 表示区域i内,相应一次发电装机的百万kW固定投资。 表示区域i内,产生对应发电能源单位电量的外部环境成本。λ∈Λ,表示优化后,第u条能源运输备选通道上建设煤炭/燃气/输电通道的条数。Di表示区域i的电量需求,αi表示区域i可再生能源电量占电量需求的配额百分比。in, Indicates the unit fuel cost of primary power generation energy produced in area i, and the fuel cost of renewable energy is 0, Indicates the million kW fixed investment of the corresponding primary power generation installed capacity in area i. Indicates that in area i, the external environmental cost corresponding to the unit electricity of power generation energy is generated. λ∈Λ, represents the number of coal/gas/power transmission channels built on the uth energy transportation alternative channel after optimization. D i represents the power demand of area i, and α i represents the quota percentage of renewable energy power in area i.
约束(3)经发电能源投入产出平衡方程得到;约束(4)表示生产量小于生产上限约束;约束(5)-(7)表示能源输送备选通道u的额定输送容量满足能源输送需求;其中约束(5)表示从非本地发电能源区域通过通道u输送到发电能源区域j的总电量小于本地区的总电量需求;约束(6)表示从非本地发电能源区域通过通道u输送到发电能源区域j的总煤炭量不大于本区域的发电总煤炭消耗量;约束(7)表示从非本地发电能源区域通过通道u输送到发电能源区域j的总燃气量不大于本区域的发电总燃气消耗量;约束(8)和(9)表示所选择的能源输送通道类型的经济距离可以覆盖发电能源区域区域i与发电能源区域j;约束(10)表示区域i的可再生能源电量满足电量需求的配额要求;约束(11)表示区域j使用的一次能源及电力,由本地和非j区域输送调入共同组成。Constraint (3) is obtained through the power generation energy input-output balance equation; constraint (4) means that the production volume is less than the upper limit constraint; constraints (5)-(7) mean that the rated transmission capacity of the energy transmission alternative channel u meets the energy transmission demand; Constraint (5) means that the total electricity delivered from the non-local power generation energy area to the power generation energy area j through channel u is less than the total electricity demand in the local area; constraint (6) means that the non-local power generation energy area is transported to the power generation energy source through channel u The total amount of coal in region j is not greater than the total coal consumption for power generation in this region; Constraint (7) means that the total amount of gas transported from non-local power generation energy regions to power generation energy region j through channel u is not greater than the total gas consumption for power generation in this region Constraints (8) and (9) indicate that the economic distance of the selected energy transmission channel type can cover the power generation energy area area i and the power generation energy area j; Constraint (10) indicates that the renewable energy in area i meets the electricity demand Quota requirements; Constraint (11) indicates that the primary energy and electricity used in area j are composed of local and non-j area transfers.
S340,根据所述目标函数及约束条件建立多区域发电能源优化模型。S340. Establish a multi-region power generation energy optimization model according to the objective function and constraint conditions.
目标函数(2)的第一项是各类发电能源燃料成本、电力装机投资及发电外部成本,第二项是能源运输通道的建设成本。The first item of the objective function (2) is the fuel cost of various types of power generation, the investment in power installed capacity and the external cost of power generation, and the second item is the construction cost of the energy transportation channel.
较佳地,作为一种可实施方式,上述步骤S400具体包括以下步骤:Preferably, as an implementable manner, the above step S400 specifically includes the following steps:
S410,利用所述多区域发电能源优化模型,求取支路配置矩阵Cb的最优解,并解析所述最优解的支路配置矩阵Cb中发电能源区域j使用的煤炭、天然气发电能源从第u个通道受端受入占本发电能源区域使用的煤炭、天然气发电能源总量的比例,以及发电能源区域j中从第u个通道受端受入的电能占本发电能源区域使用的电能总量的比例和发电能源区域j中每一类型电能所占电能总量的比例。S410, using the multi-region power generation energy optimization model to obtain the optimal solution of the branch configuration matrix C b , and analyze the coal and natural gas power generation used in the power generation energy region j in the branch configuration matrix C b of the optimal solution The proportion of energy received from the receiving end of the uth channel to the total amount of coal and natural gas power generation energy used in the power generation energy area, and the electric energy received from the receiving end of the uth channel in the power generation energy area j to the electric energy used in the power generation energy area The proportion of the total amount and the proportion of each type of electric energy to the total amount of electric energy in the power generation energy area j.
在目标函数(2)中X为发电能源相关生产向量,Xmax表示X的上限。Y称为发电能源相关需求向量。根据平衡方程(1),Yi表示区域i各类一次发电能源、装机及电量的需求量,其中,从用户需求角度看,使用的是电量,装机容量及一次能源并无使用价值,因此 的维数与相同。表示风电、太阳能发电、煤电、气电、水电和核电发电电量。在可再生能源消纳配额制要求下,和之和占区域i电力需求的比例满足一定要求。In the objective function (2), X is the production vector related to power generation energy, and X max represents the upper limit of X. Y is called the generation energy related demand vector. According to the balance equation (1), Y i represents the demand for various primary power generation energy, installed capacity and electricity in region i. From the perspective of user demand, the electricity is used, and the installed capacity and primary energy have no use value. Therefore Dimensions and same. Indicates wind power, solar power, coal power, gas power, hydropower and nuclear power generation. Under the requirements of the renewable energy consumption quota system, with The ratio of the sum to the power demand of region i meets certain requirements.
本发明实施例的多区域发电能源开发及运输优化规划处理的方法,通过输电类型中综合电力系统运行参数及资源禀赋信息确立约束条件,选择投入产出平衡方程中全国范围内开发总成本最小值作为目标函数,建立多区域发电能源优化模型;利用多区域发电能源优化模型,根据发电能源相关需求向量Y中给定的部分元素下,获取发电能源相关生产向量X、支路配置矩阵Cb及发电能源相关需求向量Y其它元素的最优解,实现预设区域内发电能源开发及运输格局的最优配置。其中,需求向量Yi中,除外,其他元素给定。根据多区域发电能源优化模型求解Yi中未给定的元素。The method for multi-regional power generation energy development and transportation optimization planning processing in the embodiment of the present invention establishes constraint conditions through comprehensive power system operating parameters and resource endowment information in power transmission types, and selects the minimum value of the total development cost nationwide in the input-output balance equation As an objective function, establish a multi-regional power generation energy optimization model; use the multi-regional power generation energy optimization model to obtain power generation energy-related production vector X, branch configuration matrix C b and The optimal solution of other elements of the power generation energy-related demand vector Y realizes the optimal allocation of power generation energy development and transportation patterns in the preset area. Among them, in the demand vector Y i , except Besides, other elements are given. According to the multi-area power generation energy optimization model, solve the unspecified value in Y i element.
其中,利用穷举搜索法或遗传算法进行求解(或利用计算机软件求解,例如利用MATLAB和C++编程),并解析所述最优解中的数据信息,对多区域发电能源开发及运输模式进行优化,对实现最合理的发电能源集中与分散开发及运输的规模与布局具有重要意义。Among them, use exhaustive search method or genetic algorithm to solve (or use computer software to solve, such as using MATLAB and C++ programming), and analyze the data information in the optimal solution to optimize the multi-regional power generation energy development and transportation mode , which is of great significance to realize the most reasonable scale and layout of centralized and decentralized development of power generation energy and transportation.
其中,在本发明实施例中,首次将多区域投入产出理论引入发电能源规划领域,应用于建立多区域发电能源优化模型中。本发明旨在提供一种以全国范围内发电能源开发成本最小为原则,分析全国发电能源集中与分散开发模式的规模与布局的优化方法。Among them, in the embodiment of the present invention, for the first time, the multi-regional input-output theory is introduced into the field of power generation energy planning, and applied to establish a multi-regional power generation energy optimization model. The present invention aims to provide an optimization method for analyzing the scale and layout of the centralized and decentralized development modes of national power generation energy based on the principle of minimizing the development cost of power generation energy throughout the country.
本发明实施例中对预设的中国大陆区域的各个发电能源区域之间发电能源以及电能的输送,及各发电能源区域之间能源输送管道的建立进行计算,以总开发成本最小为目标,得到预设区域内各发电能源区域内各种发电能源开发成本投入,及各发电能源区域之间能源的流动比例,实现预设区域内发电能源开发及能源运输格局的最优配置。In the embodiment of the present invention, the power generation energy and the transmission of electric energy between the various power generation energy areas in the preset Chinese mainland area are calculated, and the establishment of energy transmission pipelines between the various power generation energy areas is calculated, with the goal of minimizing the total development cost, and the obtained The input of various power generation energy development costs in each power generation energy area in the preset area, and the energy flow ratio between each power generation energy area, realize the optimal allocation of power generation energy development and energy transportation pattern in the preset area.
基于同一发明构思,本发明实施例还提供了一种多区域发电能源开发及运输优化规划处理的系统,由于此系统解决问题的原理与前述多区域发电能源开发及运输优化规划处理的方法相似,因此该系统的实施可以参见前述方法的实施,重复之处不再赘述。Based on the same inventive concept, the embodiment of the present invention also provides a multi-regional power generation energy development and transportation optimization planning processing system. Since the problem-solving principle of this system is similar to the aforementioned multi-regional power generation energy development and transportation optimization planning processing method, Therefore, the implementation of the system can refer to the implementation of the aforementioned method, and the repetition will not be repeated.
本发明实施例提供的一种多区域发电能源开发及运输优化规划处理的系统,所述优化系统应用于电力系统中发电能源开发及运输模式的优化及配置,如图2所示,包括区域划分模块100、集合构建模块200、建模模块300和求解模块400,其中:An embodiment of the present invention provides a multi-regional power generation energy development and transportation optimization planning processing system, the optimization system is applied to the optimization and configuration of power generation energy development and transportation modes in the power system, as shown in Figure 2, including regional division module 100, set building module 200, modeling module 300 and solving module 400, wherein:
所述区域划分模块100,用于获取预设区域能源资源禀赋信息,将所述预设区域划分为m个发电能源资源区域;其中,m为正整数;The area division module 100 is used to obtain energy resource endowment information of a preset area, and divide the preset area into m power generation energy resource areas; wherein, m is a positive integer;
所述集合构建模块200,用于获取每个发电能源资源区域内的能源资源禀赋信息,构建预设区域内跨发电能源资源区域能源输送通道备选集ΩΛ;The set construction module 200 is used to obtain energy resource endowment information in each power generation energy resource region, and construct a candidate set Ω Λ of energy transmission channels across power generation energy resource regions in a preset region;
所述建模模块300,用于建立发电能源投入产出平衡方程,通过综合电力系统运行参数及资源禀赋信息确立约束条件,选择预设区域内发电能源供应成本最小作为目标函数,建立多区域发电能源优化模型;The modeling module 300 is used to establish a power generation energy input-output balance equation, establish constraint conditions through comprehensive power system operating parameters and resource endowment information, select the minimum power generation energy supply cost in a preset area as the objective function, and establish a multi-regional power generation Energy optimization model;
所述求解模块400,用于利用所述多区域发电能源优化模型,获取支路配置矩阵、发电能源相关生产向量、发电能源相关需求向量及输电类型的最优解,并解析所述最优解中的数据信息,得到优化结果;The solving module 400 is used to use the multi-regional power generation energy optimization model to obtain the optimal solution of the branch configuration matrix, power generation energy-related production vector, power generation energy-related demand vector and transmission type, and analyze the optimal solution The data information in to get the optimization result;
其中,所述发电能源包括但不限于核电、水能、风能、天然气、太阳能、煤炭、生物质能中的一种或者多种组合;资源禀赋信息包括单位兆瓦发电能源装机信息、发电能源电厂自用电率。Wherein, the power generation energy includes but not limited to one or more combinations of nuclear power, hydropower, wind energy, natural gas, solar energy, coal, and biomass energy; resource endowment information includes information on installed capacity of power generation energy per megawatt, power generation energy plant self-consumption rate.
较佳地,作为一种可实施方式,区域划分模块100包括划分子模块110,距离计算子模块120,以及信息提炼子模块130,其中:Preferably, as an implementable manner, the area division module 100 includes a division submodule 110, a distance calculation submodule 120, and an information extraction submodule 130, wherein:
所述划分子模块110,用于选择二维预设区域地图作为预设区域发电能源资源区域划分的对象,获取预设区域发电能源资源禀赋信息,并根据所述发电能源资源禀赋信息,将所述二维预设区域地图划分为m个发电能源资源区域;The division sub-module 110 is used to select a two-dimensional preset area map as the object of the area division of power generation energy resources in the preset area, obtain endowment information of power generation energy resources in the preset area, and divide the endowment information of power generation energy resources in the preset area according to the endowment information of power generation energy resources The two-dimensional preset area map is divided into m power generation energy resource areas;
所述距离计算子模块120,用于计算所述二维预设区域地图上一发电能源资源区域i的重心至另一发电能源资源区域j的重心之间的直线距离su;The distance calculation sub-module 120 is used to calculate the linear distance u between the barycenter of a power generation energy resource area i and the barycenter of another power generation energy resource area j on the two-dimensional preset area map;
其中,u为自然数;Among them, u is a natural number;
所述信息提炼子模块130,用于提炼所述预设区域内发电能源资源区域中每一类别发电能源的单位装机成本、厂用电率、发电效率、最大生产上限、最大装机上限以及最大发电量上限,和所述发电能源资源区域的电量需求。The information extraction sub-module 130 is used to extract the unit installed cost, plant power consumption rate, power generation efficiency, maximum production upper limit, maximum installed capacity upper limit and maximum power generation of each type of power generation energy in the power generation energy resource area in the preset area. The upper limit of the amount, and the electricity demand of the power generation energy resource area.
较佳地,作为一种可实施方式,所述集合构建模块200包括输电通道集构建子模块210,煤炭及燃气资源通道集构建子模块220,以及集合合并子模块230。Preferably, as an implementable manner, the set building module 200 includes a power transmission channel set building sub-module 210 , a coal and gas resource channel set building sub-module 220 , and a set merging sub-module 230 .
所述输电通道集构建子模块210,用于选取电力系统的输电类型作为元素,构建输电类型集合Γ,并构建预设区域内跨发电能源资源区域输电备选通道。The transmission channel set construction sub-module 210 is used to select the transmission type of the power system as an element, construct a transmission type set Γ, and construct alternative transmission channels across power generation energy resource areas in a preset area.
所述煤炭及燃气资源通道集构建子模块220,用于对发电能源资源区域间需要进行能源输送的煤炭及燃气资源,建立相应的跨发电能源资源区域煤炭及燃气输送备选通道。The coal and gas resource channel set construction sub-module 220 is used to establish corresponding alternative channels for coal and gas transmission across power generation energy resource areas for coal and gas resources that need to be transported between power generation energy resource areas.
所述集合合并子模块230,用于将所述跨发电能源资源区域输电备选通道集及所述跨发电能源资源区域煤炭及燃气输送备选通道合并,构成所述预设区域内跨发电能源资源区域能源输送通道备选集ΩΛ。The set merging sub-module 230 is used for merging the set of alternative channels for power transmission across power generation energy resource areas and the candidate channels for coal and gas transmission across power generation energy resource areas to form a cross-generation energy source within the preset area. Alternative set Ω Λ of resource area energy transmission channel.
较佳地,作为一种可实施方式,所述建模模块300包括平衡方程建立子模块310,目标函数建立子模块320,约束条件确定子模块330,以及优化模型建立子模块340。Preferably, as an implementable manner, the modeling module 300 includes a balance equation establishing submodule 310 , an objective function establishing submodule 320 , a constraint condition determining submodule 330 , and an optimization model establishing submodule 340 .
所述平衡方程建立子模块,用于利用发电能源资源区域内发电能源开发以及发电能源资源区域间能源输送和能源消纳之间的平衡关系,建立发电能源投入产出平衡方程:The balance equation establishes a sub-module, which is used to establish a power generation energy input-output balance equation by utilizing the balance relationship between power generation energy development in the power generation energy resource area and energy transmission and energy consumption between power generation energy resource areas:
AX+CnWCbY=XAX+C n WC b Y=X
其中,in,
A为直接消耗系数矩阵, A is the direct consumption coefficient matrix,
W为输送配置矩阵, W is the delivery configuration matrix,
Cn为区域配置矩阵, C n is the area configuration matrix,
Cb为支路配置矩阵, C b is the branch configuration matrix,
X为发电能源相关生产向量, X is the production vector related to power generation energy,
Y为发电能源相关需求向量, Y is the energy-related demand vector for power generation,
P={wp,sp,cp,gp,hp,np};G={wg,sg,cg,gg,hg,ng};E={we,se,ce,ge,he,ne};i,j∈[1m],u∈[1 l];P={w p ,s p ,c p ,g p ,h p ,n p }; G={w g ,s g ,c g ,g g ,h g ,n g }; E={w e , s e , c e , g e , he e , ne e }; i, j∈[1m], u∈[1 l];
P表示风能、太阳能、煤炭、天然气、水能、铀等一次发电能源的集合,对应集合元素的单位分别为其实物量单位;P represents the collection of wind energy, solar energy, coal, natural gas, hydropower, uranium and other primary power generation energy, and the units corresponding to the collection elements are their physical quantity units;
G表示风电、太阳能发电、煤电、气电、水电和核电装机的集合,对应集合元素的单位均为百万kW;G represents the collection of wind power, solar power, coal power, gas power, hydropower and nuclear power installed capacity, and the unit of the corresponding set elements is million kW;
E表示风电、太阳能发电、煤电、气电、水电和核电发电电量的集合,对应集合元素的单位均为百万kW·h;E represents the collection of wind power, solar power, coal power, gas power, hydropower and nuclear power generation, and the unit of the corresponding set elements is million kW h;
Xi表示发电能源资源区域i中一次发电能源、装机及电量的生产量,其中, 分别表示一次发电能源生产量、装机容量和发电电量;X i represents the production of primary power generation energy, installed capacity and electricity in power generation energy resource area i, where, Respectively represent the primary power generation energy production, installed capacity and power generation;
所述一次发电能源包括风能、太阳能、煤炭、天然气、水能、铀;The primary power generation energy includes wind energy, solar energy, coal, natural gas, water energy, and uranium;
Yi表示区域i各类一次发电能源、装机及电量的需求量,Y称为发电能源相关需求向量;Y i represents the demand for all kinds of primary power generation energy, installed capacity and electricity in area i, and Y is called the power generation energy related demand vector;
Ai表示区域i的各类一次能源、装机容量、发电电量之间的直接消耗系数矩阵;A i represents the direct consumption coefficient matrix among various primary energy sources, installed capacity, and generated electricity in area i;
所述目标函数建立子模块,用于选择预设区域内发电能源供应成本最小作为所述投入产出平衡方程的目标函数:The objective function establishes a submodule, which is used to select the minimum cost of power generation energy supply in the preset area as the objective function of the input-output balance equation:
其中:λ∈Λ,表示优化后,第u条能源输送备选通道上建设煤炭/燃气/输电通道的条数;in: λ∈Λ, represents the number of coal/gas/power transmission channels constructed on the u-th energy transmission alternative channel after optimization;
Φλ为能源输送通道的造价向量,包括电力、煤炭及燃气能源的输送通道造价;Φ λ is the cost vector of the energy transmission channel, including the cost of the transmission channel of electricity, coal and gas energy;
所述约束条件确定子模块,用于根据预设条件确定所述目标函数的约束条件;The constraint condition determining submodule is used to determine the constraint condition of the objective function according to preset conditions;
所述约束条件包括满足所述发电能源投入产出平衡方程;发电能源生产量在生产上限以下;能源输送备选通道的额定输送容量满足能源输送需求;能源输送通道的经济距离可以覆盖区域i与区域j;所选发电能源资源区域i的可再生能源电量满足电量需求的配额要求;发电能源资源区域j使用的一次能源及电力,由本地和非j区域输送调入共同组成;The constraint conditions include satisfying the power generation energy input-output balance equation; the power generation energy production is below the upper limit of production; the rated transmission capacity of the energy transmission alternative channel meets the energy transmission demand; the economic distance of the energy transmission channel can cover area i and Region j; the renewable energy power of the selected power generation energy resource region i meets the quota requirements of electricity demand; the primary energy and electricity used in the power generation energy resource region j are composed of local and non-j regional transmission and transfer;
所述优化模型建立子模块,用于根据所述目标函数及约束条件建立多区域发电能源优化模型。The optimization model establishment sub-module is used to establish a multi-region power generation energy optimization model according to the objective function and constraints.
较佳地,作为一种可实施方式,所述求解模块400包括解析子模块410;Preferably, as an implementable manner, the solution module 400 includes an analysis sub-module 410;
所述解析子模块,用于利用所述多区域发电能源优化模型,求取支路配置矩阵Cb的最优解,并解析所述最优解的支路配置矩阵Cb中发电能源区域j使用的煤炭、天然气发电能源从第u个通道受端受入占本发电能源区域使用的煤炭、天然气发电能源总量的比例,以及发电能源区域j中从第u个通道受端受入的电能占本发电能源区域使用的电能总量的比例和发电能源区域j中每一类型电能所占电能总量的比例。The analysis sub-module is used to obtain the optimal solution of the branch configuration matrix C b by using the multi-regional power generation energy optimization model, and analyze the power generation energy area j in the branch configuration matrix C b of the optimal solution The proportion of coal and natural gas power generation energy received from the receiving end of the uth channel to the total amount of coal and natural gas power generation energy used in the power generation energy area, and the proportion of electric energy received from the uth channel receiving end in the power generation energy area j The proportion of the total electric energy used in the power generation energy area and the proportion of each type of electric energy in the power generation energy area j to the total electric energy.
在一个实施例中,利用本发明实施例的多区域发电能源开发及运输优化规划处理的系统进行预设区域发电能源开发模式优化处理的过程如图3所示,包括以下步骤:In one embodiment, the process of using the multi-regional power generation energy development and transportation optimization planning processing system of the embodiment of the present invention to perform the optimization process of the preset regional power generation energy development mode is shown in Figure 3, including the following steps:
A100,输入预先收集的预设区域的发电能源相关信息;A100, input the pre-collected power generation energy related information in the preset area;
所述相关信息包括能源环保相关政策信息,煤电、风电、太阳能发电等建设与维护成本学习曲线,各地区电能资源开发潜力,水电、核电等开发布局信息,预设区域各地区用电需求,煤电、气电等化石能源的环境外部费用,主要送受端之间传输煤、输电等运输方式的燃料成本、输送成本及运输损耗,既有能源运输通道信息,水电、核电等电力流。The relevant information includes policy information related to energy and environmental protection, learning curves for construction and maintenance costs of coal power, wind power, and solar power generation, the development potential of electric energy resources in various regions, development layout information such as hydropower and nuclear power, and electricity demand in various regions in preset regions. Environmental external costs of fossil energy such as coal electricity and gas electricity, mainly fuel costs, transportation costs and transportation losses of coal and electricity transmission between sending and receiving ends, information on existing energy transportation channels, and electricity flows such as hydropower and nuclear power.
A200,根据所构建的多区域发电能源优化模型,基于经济成本的比较,对预设区域的开发模式进行求解;A200, according to the constructed multi-area power generation energy optimization model, based on the comparison of economic costs, solve the development mode of the preset area;
基于经济成本的比较,求解预设区域中风电、太阳能发电集中、分散开发模式,风电、太阳能发电电能的输送,以及煤电的输送,电煤的运输。Based on the comparison of economic costs, solve the centralized and decentralized development modes of wind power and solar power generation in the preset area, the transmission of wind power and solar power generation, as well as the transmission of coal power and the transportation of thermal coal.
并结合多能源发电的电能输送求解多发电能源电力公用输电通道,进行合理的电气布局。Combined with the power transmission of multi-energy generation, solve the multi-generation energy power public transmission channel, and carry out a reasonable electrical layout.
A300,输出预设区域发电能源资源开发及运输总体格局。A300, output the overall pattern of development and transportation of power generation energy resources in the preset area.
本发明实施例提供的多区域发电能源开发及运输优化规划处理的方法及系统,在满足电力系统安全运行和合理布局开发的条件下,追求全国范围内开发总成本最小,将最终解析实现全国范围内开发总成本最小的最优化的区域配置方案的区域间配置的数据信息,从而保障全国发电能源开发模式的规模与布局的最合理优化。The method and system for multi-area power generation energy development and transportation optimization planning and processing provided by the embodiments of the present invention, under the conditions of safe operation of the power system and rational layout development, pursue the minimum total development cost nationwide, and realize the final analysis nationwide The inter-regional configuration data information of the optimal regional configuration plan with the smallest total cost within the development, so as to ensure the most reasonable optimization of the scale and layout of the national power generation energy development model.
以上所述实施例仅表达了本发明的几种实施方式,其描述较为具体和详细,但并不能因此而理解为对本发明专利范围的限制。应当指出的是,对于本领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干变形和改进,这些都属于本发明的保护范围。因此,本发明专利的保护范围应以所附权利要求为准。The above-mentioned embodiments only express several implementation modes of the present invention, and the description thereof is relatively specific and detailed, but should not be construed as limiting the patent scope of the present invention. It should be pointed out that those skilled in the art can make several modifications and improvements without departing from the concept of the present invention, and these all belong to the protection scope of the present invention. Therefore, the protection scope of the patent for the present invention should be based on the appended claims.
Claims (10)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201310420497.8A CN103577889B (en) | 2013-09-16 | 2013-09-16 | Method and system for optimized planning processing of multi-zone power generation energy development and transport |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201310420497.8A CN103577889B (en) | 2013-09-16 | 2013-09-16 | Method and system for optimized planning processing of multi-zone power generation energy development and transport |
Publications (2)
Publication Number | Publication Date |
---|---|
CN103577889A CN103577889A (en) | 2014-02-12 |
CN103577889B true CN103577889B (en) | 2017-04-12 |
Family
ID=50049632
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201310420497.8A Active CN103577889B (en) | 2013-09-16 | 2013-09-16 | Method and system for optimized planning processing of multi-zone power generation energy development and transport |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN103577889B (en) |
Families Citing this family (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104539495B (en) * | 2015-01-23 | 2018-01-26 | 浙江大学 | A Non-cooperative Distributed Optimization Method for Improving the Operational Efficiency of Building Equipment |
CN105656026B (en) * | 2016-01-15 | 2017-03-08 | 中国南方电网有限责任公司电网技术研究中心 | Equipment construction resource allocation method and system for renewable energy |
JP6513039B2 (en) * | 2016-01-27 | 2019-05-15 | 三菱電機株式会社 | Energy supply and demand planning device and energy supply and demand planning program |
CN108206539B (en) * | 2018-01-10 | 2021-02-02 | 云南电网有限责任公司电力科学研究院 | A Renewable Energy Power Generation and Distribution Network Planning Method |
CN108376345A (en) * | 2018-02-22 | 2018-08-07 | 国网能源研究院有限公司 | A kind of distributed natural gas power generation pricing method based on cost learning curve |
CN108564278B (en) * | 2018-04-12 | 2021-09-28 | 国网能源研究院有限公司 | System and method for measuring and calculating power networking potential across countries |
CN112183854B (en) * | 2020-09-27 | 2024-02-20 | 湖南大学 | Gas-electricity comprehensive pipe network collaborative planning method and device, electronic equipment and storage medium |
CN114529206A (en) * | 2021-02-23 | 2022-05-24 | 国网能源研究院有限公司 | Linear gain matrix calculation method and device of comprehensive energy system |
CN114418230A (en) * | 2022-01-25 | 2022-04-29 | 华润电力(深圳)有限公司 | Method, device, equipment and storage medium for selection of fuel for power generation based on carbon emissions |
Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101286065A (en) * | 2008-05-23 | 2008-10-15 | 清华大学 | A crude oil blending scheduling method for multi-period optimization of crude oil blending |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CA2783717C (en) * | 2009-12-08 | 2018-10-23 | Electromotion Energy Corporation | Synergistic energy ecosystem |
-
2013
- 2013-09-16 CN CN201310420497.8A patent/CN103577889B/en active Active
Patent Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101286065A (en) * | 2008-05-23 | 2008-10-15 | 清华大学 | A crude oil blending scheduling method for multi-period optimization of crude oil blending |
Also Published As
Publication number | Publication date |
---|---|
CN103577889A (en) | 2014-02-12 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN103577889B (en) | Method and system for optimized planning processing of multi-zone power generation energy development and transport | |
Zhuo et al. | Transmission expansion planning test system for AC/DC hybrid grid with high variable renewable energy penetration | |
Liu et al. | Intelligent modeling and optimization for smart energy hub | |
Jing et al. | Distributed or centralized? Designing district-level urban energy systems by a hierarchical approach considering demand uncertainties | |
del Real et al. | Combined environmental and economic dispatch of smart grids using distributed model predictive control | |
Maroufmashat et al. | Modeling and optimization of a network of energy hubs to improve economic and emission considerations | |
Vafaeipour et al. | Assessment of regions priority for implementation of solar projects in Iran: New application of a hybrid multi-criteria decision making approach | |
Walker et al. | A review study of the current research on energy hub for energy positive neighborhoods | |
Moein et al. | Finding the minimum distance from the national electricity grid for the cost-effective use of diesel generator-based hybrid renewable systems in Iran | |
Sadiqa et al. | Renewable energy in Pakistan: Paving the way towards a fully renewables‐based energy system across the power, heat, transport and desalination sectors by 2050 | |
Rong et al. | A dynamic regrouping based dynamic programming approach for unit commitment of the transmission-constrained multi-site combined heat and power system | |
CN104600713A (en) | Device and method for generating day-ahead reactive power dispatch of power distribution network containing wind/photovoltaic power generation | |
CN114065488A (en) | Comprehensive energy system distributed decoupling optimization method and system considering carbon transaction | |
Xing et al. | Low temperature district heating network planning with the focus on distribution energy losses | |
CN115860205A (en) | Two-stage distribution robust hydrogen storage equipment optimal configuration method considering cross-season scheduling | |
Zhang et al. | A review on configuration optimization of hybrid energy system based on renewable energy | |
Zhao et al. | The development of regional smart energy systems in the World and China: The concepts, practices, and a new perspective | |
Kiss et al. | Issues and solutions relating to Hungary's electricity system | |
Melo et al. | A decision-making method to choose optimal systems considering financial and environmental aspects: Application in hybrid CCHP systems | |
Baysal et al. | The selection of renewable energy power plant technology using fuzzy data envelopment analysis | |
Attardo et al. | Urban energy hubs economic optimization and environmental comparison in Italy and Vietnam | |
CN104167731A (en) | Multi-region multi-power-source coordinated planning method | |
CN105719218B (en) | A kind of Ecology City System and its construction method | |
CN104935004B (en) | Based on many microgrids polymerization coordination optimization operation method that panorama is theoretical | |
CN110504675A (en) | A method and system for reconstruction planning of an AC/DC hybrid distribution network |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |