CN115483679A - Power system-based power balance monitoring method, device, medium and equipment - Google Patents
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for AC mains or AC distribution networks
- H02J3/003—Load forecast, e.g. methods or systems for forecasting future load demand
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for AC mains or AC distribution networks
- H02J3/008—Circuit arrangements for AC mains or AC distribution networks involving trading of energy or energy transmission rights
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for AC mains or AC distribution networks
- H02J3/28—Arrangements for balancing of the load in a network by storage of energy
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for AC mains or AC distribution networks
- H02J3/38—Arrangements for parallely feeding a single network by two or more generators, converters or transformers
- H02J3/46—Controlling of the sharing of output between the generators, converters, or transformers
- H02J3/48—Controlling the sharing of the in-phase component
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J2203/00—Indexing scheme relating to details of circuit arrangements for AC mains or AC distribution networks
- H02J2203/10—Power transmission or distribution systems management focussing at grid-level, e.g. load flow analysis, node profile computation, meshed network optimisation, active network management or spinning reserve management
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J2203/00—Indexing scheme relating to details of circuit arrangements for AC mains or AC distribution networks
- H02J2203/20—Simulating, e g planning, reliability check, modelling or computer assisted design [CAD]
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J2300/00—Systems for supplying or distributing electric power characterised by decentralized, dispersed, or local generation
- H02J2300/20—The dispersed energy generation being of renewable origin
- H02J2300/22—The renewable source being solar energy
- H02J2300/24—The renewable source being solar energy of photovoltaic origin
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Abstract
Description
技术领域technical field
本申请涉及监测技术领域,具体涉及一种基于电力系统的电力平衡监测方法、装置、介质和设备。The present application relates to the technical field of monitoring, and in particular to a power system-based power balance monitoring method, device, medium and equipment.
背景技术Background technique
现有技术中,电力平衡定义为发电电力=用电电力(负荷)。为保证电网频率稳定在 50赫兹,全网发电电力必须实时等于用电电力(负荷),以及电力平衡计算:由于电能无法存储,而电力负荷实时波动,要想满足电力实时平衡,发电电力必须具备在一个区间上下变动的能力,以此满足用电负荷变化需求。所谓电力平衡计算,即:(1)电源出力区间计算:根据火电机组开机方式、新能源(风电、光伏)预测出力、网间联络线供电电力、抽蓄机组启停抽水/发电等,确定未来若干小时(一般为8小时)内某一供电区域电力可变动的上下区间,即任一t时刻电力最大值与最小值,记为Pt(Ptmin,Ptmax);(2)负荷变动区间计算:未来若干小时(一般为8小时)内某一供电区域负荷波动区间,即任一t时刻负荷预测数值的集合,记为Lt。(3)判断:是否满足Lt∈(Ptmin, Ptmax),若满足,则未来若干小时内电力平衡满足要求;若不满足,则电力平衡不满足要求,需采取措施(如调整机组开机方式、申请联络线增供/减供、机组深调、新能源弃限等),调整Pt值,直至满足要求为止,这种调整方式导致了数据收集依靠人工,统计繁琐、容易出错且未考虑储能设备及需求侧响应对电力平衡的影响。In the prior art, power balance is defined as generated power = power consumption (load). In order to ensure that the frequency of the power grid is stable at 50 Hz, the power generated by the entire network must be equal to the power (load) in real time, and the power balance calculation: because the power cannot be stored, and the power load fluctuates in real time, in order to meet the real-time balance of power, the generated power must have The ability to change up and down in a range to meet the changing demand of electricity load. The so-called power balance calculation, namely: (1) Calculation of the power output range: determine the future based on the start-up mode of thermal power units, the predicted output of new energy (wind power, photovoltaic), the power supply of the grid connection line, the start and stop of pumped storage units to pump water/power generation, etc. The upper and lower intervals of power fluctuations in a certain power supply area within several hours (generally 8 hours), that is, the maximum and minimum values of power at any time t, are denoted as Pt(Ptmin, Ptmax); (2) Calculation of load fluctuation intervals: future The load fluctuation interval of a certain power supply area within several hours (generally 8 hours), that is, the set of load forecast values at any time t, is denoted as Lt. (3) Judgment: whether Lt∈(Ptmin, Ptmax) is satisfied, if it is satisfied, the power balance will meet the requirements in the next few hours; supply increase/decrease of connection line, deep adjustment of units, new energy abandonment limit, etc.), adjust the Pt value until the requirements are met. This adjustment method leads to manual data collection, cumbersome statistics, error-prone and no consideration of energy storage equipment and the impact of demand-side response on power balance.
发明内容Contents of the invention
为了解决上述技术问题,提出了本申请。本申请提供一种基于电力系统的电力平衡监测方法、装置、介质和设备,解决了现有技术中未考虑储能设备及需求侧响应对计算电力平衡时影响的问题。In order to solve the above-mentioned technical problems, the present application is proposed. The present application provides a power system-based power balance monitoring method, device, medium and equipment, which solves the problem in the prior art that the impact of energy storage equipment and demand-side response on the calculation of power balance is not considered.
本申请一方面,提供了一种基于电力系统的电力平衡监测方法,包括:获取由新能源影响后的电力负荷预测结果;获取需求侧响应影响的电力负荷数值;获取用户侧的储能设备对电网负荷的影响电力、电网侧储能设备的电力值以及分布式新能源储能设备的电力值;根据所述由新能源影响后的电力负荷预测结果、所述需求侧响应影响的电力负荷数值、所述用户侧的储能设备对电网负荷的影响电力、所述电网侧储能设备的电力值以及所述分布式新能源储能设备的电力值,计算得到电力负荷预测值;以及根据所述电力负荷预测值以及预设条件,确定调整策略。In one aspect of the present application, a power system-based power balance monitoring method is provided, including: obtaining the power load forecast result affected by new energy sources; obtaining the power load value affected by the demand side response; The influence power of the grid load, the power value of the grid-side energy storage equipment and the power value of the distributed new energy storage equipment; , the influence power of the user-side energy storage equipment on the grid load, the power value of the grid-side energy storage equipment, and the power value of the distributed new energy storage equipment, and calculate the power load forecast value; and according to the According to the predicted value of power load and preset conditions, the adjustment strategy is determined.
在一实施例中,所述根据所述电力负荷预测值以及预设条件,确定调整策略包括:获取发电侧的发电电力;根据所述发电侧的发电电力,计算得到发电电力;根据所述电力负荷预测值、所述发电电力以及预设条件,确定调整策略。In an embodiment, the determining the adjustment strategy according to the predicted value of the power load and preset conditions includes: obtaining the generated power at the power generation side; calculating the generated power according to the generated power at the power generation side; The load forecast value, the generated power and the preset conditions are used to determine the adjustment strategy.
在一实施例中,所述获取发电侧的发电电力包括:获取发电侧的发电电力;其中,所述发电电力包括火电机组的发电电力、考虑储能设备影响后的风电发电电力、考虑储能设备影响后的集中式光伏发电电力、水电发电电力以及联络线输送潮流。In an embodiment, the acquiring the generated power on the power generation side includes: acquiring the generated power on the power generation side; wherein, the generated power includes the generated power of thermal power units, the wind power generated power after considering the influence of energy storage equipment, and the generated power considering the energy storage Centralized photovoltaic power generation power, hydropower power generation power and tie line transmission flow after the impact of the equipment.
在一实施例中,所述根据所述发电侧的发电电力,计算得到发电电力包括:根据火电机组的发电电力、考虑储能设备影响后的风电发电电力、考虑储能设备影响后的集中式光伏发电电力以及水电发电电力以及联络线输送潮流,计算得到所述发电电力。In one embodiment, the calculation of the generated power according to the generated power of the power generation side includes: based on the generated power of the thermal power unit, the wind power generated power after considering the influence of the energy storage device, and the centralized power generated after considering the influence of the energy storage device. The power generated by photovoltaic power, the power generated by hydropower and the power flow transmitted by the tie line are calculated to obtain the generated power.
在一实施例中,所述根据所述电力负荷预测值、所述发电电力以及预设条件,确定调整策略包括:若在相同时刻的所述发电电力的最大值与所述电力负荷预测值之差小于第一预设电力阈值,则确定第一调整策略;若在相同时刻的所述电力负荷预测值与所述发电电力的最小值之差小于第二预设电力阈值,则确定第二调整策略。In an embodiment, the determining the adjustment strategy according to the predicted value of electric power load, the generated power and preset conditions includes: if the maximum value of the generated power at the same time If the difference is less than the first preset power threshold, the first adjustment strategy is determined; if the difference between the predicted value of the electric load at the same time and the minimum value of the generated power is smaller than the second preset power threshold, the second adjustment strategy is determined Strategy.
在一实施例中,所述获取需求侧响应影响的电力负荷数值包括:获取参与需求侧响应的负荷量;获取各时刻电价数据;根据所述需求侧响应的负荷量以及所述各时刻电价数据,计算得到所述电力负荷数值。In one embodiment, the acquiring the electric load value affected by the demand side response includes: acquiring the load amount participating in the demand side response; acquiring electricity price data at each time; , to obtain the value of the electric load.
在一实施例中,在所述根据所述电力负荷预测值以及预设条件,确定调整策略之后,基于电力系统的电力平衡监测方法还包括:将多个电力负荷预测值绘制成曲线。In an embodiment, after the adjustment strategy is determined according to the predicted value of the power load and the preset condition, the method for monitoring power balance based on the power system further includes: drawing a plurality of predicted values of power load into a curve.
本申请另一方面,提供了一种基于电力系统的电力平衡监测装置,包括:第一获取模块,用于获取由新能源影响后的电力负荷预测结果;第二获取模块,用于获取需求侧响应影响的电力负荷数值;第三获取模块,用于获取用户侧的储能设备对电网负荷的影响电力、电网侧储能设备的电力值以及分布式新能源储能设备的电力值;计算模块,用于根据所述由新能源影响后的电力负荷预测结果、所述需求侧响应影响的电力负荷数值、所述用户侧的储能设备对电网负荷的影响电力、所述电网侧储能设备的电力值以及所述分布式新能源储能设备的电力值,计算得到电力负荷预测值;以及确定模块,用于根据所述电力负荷预测值以及预设条件,确定调整策略。Another aspect of the present application provides a power system-based power balance monitoring device, including: a first acquisition module, used to obtain the power load forecast results affected by new energy sources; a second acquisition module, used to obtain demand-side Response to the impacted power load value; the third acquisition module is used to obtain the impact power of the user-side energy storage device on the grid load, the power value of the grid-side energy storage device, and the power value of the distributed new energy storage device; the calculation module , which is used to predict the power load affected by new energy sources, the power load value affected by the demand side response, the impact power of the user-side energy storage device on the grid load, and the power grid-side energy storage device The power value of the distributed new energy energy storage device and the power value of the distributed new energy energy storage device are calculated to obtain a power load forecast value; and a determination module is used to determine an adjustment strategy according to the power load forecast value and preset conditions.
本申请另一方面,提供了一种计算机可读存储介质,所述存储介质存储有计算机程序,所述计算机程序用于执行上述任一所述的基于电力系统的电力平衡监测方法。In another aspect of the present application, a computer-readable storage medium is provided, the storage medium stores a computer program, and the computer program is used to execute any one of the power system-based power balance monitoring methods described above.
本申请另一方面,提供了一种电子设备,所述电子设备包括:In another aspect of the present application, an electronic device is provided, and the electronic device includes:
处理器;用于存储所述处理器可执行指令的存储器;所述处理器,用于执行上述 7任一所述的基于电力系统的电力平衡监测方法。A processor; a memory for storing instructions executable by the processor; the processor is used for executing the power system-based power balance monitoring method described in any one of the above 7.
本申请提供基于电力系统的电力平衡监测方法、装置、介质和设备,包括:获取由新能源影响后的电力负荷预测结果,获取需求侧响应影响的电力负荷数值;获取用户侧的储能设备对电网负荷的影响电力、电网侧储能设备的电力值以及分布式新能源储能设备的电力值,根据由新能源影响后的电力负荷预测结果、需求侧响应影响的电力负荷数值、用户侧的储能设备对电网负荷的影响电力、电网侧储能设备的电力值以及分布式新能源储能设备的电力值,计算得到电力负荷预测值,以及根据电力负荷预测值以及预设条件,确定调整策略。通过获取需求侧响应影响的电力负荷数值以及储能设备对电网负荷的影响电力得到调整策略,以使电力平衡。This application provides a power system-based power balance monitoring method, device, medium, and equipment, including: obtaining the power load forecast result affected by new energy sources, and obtaining the power load value affected by the demand side response; obtaining the energy storage device on the user side. The influence power of the grid load, the power value of the grid-side energy storage equipment and the power value of the distributed new energy energy storage equipment are based on the power load forecast results affected by the new energy, the power load value affected by the demand side response, and the power value of the user side. The impact of energy storage equipment on grid load, the power value of grid-side energy storage equipment and the power value of distributed new energy storage equipment, calculate the predicted value of power load, and determine the adjustment according to the predicted value of power load and preset conditions Strategy. By obtaining the value of the electric load affected by the demand side response and the influence of the energy storage device on the grid load, the electric power is adjusted to balance the electric power.
附图说明Description of drawings
通过结合附图对本申请实施例进行更详细的描述,本申请的上述以及其他目的、特征和优势将变得更加明显。附图用来提供对本申请实施例的进一步理解,并且构成说明书的一部分,与本申请实施例一起用于解释本申请,并不构成对本申请的限制。在附图中,相同的参考标号通常代表相同部件或步骤。The above and other objects, features and advantages of the present application will become more apparent through a more detailed description of the embodiments of the present application in conjunction with the accompanying drawings. The accompanying drawings are used to provide a further understanding of the embodiments of the present application, and constitute a part of the specification, and are used together with the embodiments of the present application to explain the present application, and do not constitute limitations to the present application. In the drawings, the same reference numerals generally represent the same components or steps.
图1是本申请一示例性实施例提供的基于电力系统的电力平衡监测方法。Fig. 1 is a power system-based power balance monitoring method provided by an exemplary embodiment of the present application.
图2是本申请一示例性实施例提供的储能时段参考电价获取流程图。Fig. 2 is a flow chart of obtaining a reference electricity price during an energy storage period provided by an exemplary embodiment of the present application.
图3是一示例性实施例提供的发电时段参考电价获取流程图。Fig. 3 is a flow chart of obtaining a reference electricity price during a power generation period provided by an exemplary embodiment.
图4是本申请一示例性实施例提供的电网侧储能设备储能时段pdfa求解流程图。Fig. 4 is a flow chart of solving the energy storage period p dfa of the grid-side energy storage device provided by an exemplary embodiment of the present application.
图5是本申请一示例性实施例提供的分布式新能源储能设备储能时段pdfa求解流程图。Fig. 5 is a flow chart of solving the energy storage period p dfa of a distributed new energy storage device provided by an exemplary embodiment of the present application.
图6是本申请一示例性实施例提供的储能设备发电时段pdfa求解流程图。Fig. 6 is a flow chart of solving the p dfa of the power generation period of the energy storage device provided by an exemplary embodiment of the present application.
图7是本申请一示例性实施例提供的调整策略确定方法。Fig. 7 is a method for determining an adjustment strategy provided by an exemplary embodiment of the present application.
图8是本申请另一示例性实施例提供的调整策略确定方法。Fig. 8 is a method for determining an adjustment strategy provided by another exemplary embodiment of the present application.
图9是本申请一示例性实施例提供的基于电力系统的电力平衡监测装置的结构示意图。Fig. 9 is a schematic structural diagram of a power system-based power balance monitoring device provided by an exemplary embodiment of the present application.
图10是本申请另一示例性实施例提供的基于电力系统的电力平衡监测装置的结构示意图。Fig. 10 is a schematic structural diagram of a power system-based power balance monitoring device provided by another exemplary embodiment of the present application.
图11是本申请一示例性实施例提供的电子设备的结构图。Fig. 11 is a structural diagram of an electronic device provided by an exemplary embodiment of the present application.
具体实施方式detailed description
下面,将参考附图详细地描述根据本申请的示例实施例。显然,所描述的实施例仅仅是本申请的一部分实施例,而不是本申请的全部实施例,应理解,本申请不受这里描述的示例实施例的限制。Hereinafter, exemplary embodiments according to the present application will be described in detail with reference to the accompanying drawings. Apparently, the described embodiments are only some of the embodiments of the present application, rather than all the embodiments of the present application. It should be understood that the present application is not limited by the exemplary embodiments described here.
图1是本申请一示例性实施例提供的基于电力系统的电力平衡监测方法。图2是本申请一示例性实施例提供的储能时段参考电价获取流程图。图3是一示例性实施例提供的发电时段参考电价获取流程图。如图1-3所示,基于电力系统的电力平衡监测方法包括:Fig. 1 is a power system-based power balance monitoring method provided by an exemplary embodiment of the present application. Fig. 2 is a flow chart of obtaining a reference electricity price during an energy storage period provided by an exemplary embodiment of the present application. Fig. 3 is a flow chart of obtaining a reference electricity price during a power generation period provided by an exemplary embodiment. As shown in Figure 1-3, the power balance monitoring method based on the power system includes:
步骤110:获取由新能源影响后的电力负荷预测结果。Step 110: Obtain the electric load forecast result affected by the new energy.
步骤120:获取需求侧响应影响的电力负荷数值。Step 120: Obtain the electric load value affected by the demand side response.
在本发明实施例中,“获取需求侧响应影响的电力负荷数值”包括:In the embodiment of the present invention, "obtaining the electric load value affected by the demand side response" includes:
(11)获取参与需求侧响应的负荷量。(11) Obtain the load involved in the demand side response.
(12)获取各时刻电价数据。(12) Obtain electricity price data at each time.
(13)根据需求侧响应的负荷量以及各时刻电价数据,计算得到电力负荷数值。(13) According to the demand-side response load and the electricity price data at each time, calculate the power load value.
需求侧响应系统预测原理可表述为式1:The forecasting principle of the demand side response system can be expressed as formula 1:
其中:in:
ΔPresponse为需求侧响应引起负荷的变化量;ΔP response is the change in load caused by the demand side response;
Prequest为参与需求侧响应的负荷量;Prequest is the load involved in the demand side response;
ξ为价格(各时刻电价数据),其取值范围为[ξmin,ξmax];ξ is the price (electricity price data at each moment), and its value range is [ξmin,ξmax];
将ΔPresponse叠加至已有系统电力负荷预测曲线上即可得到考虑需求侧响应的电力负荷预测曲线。Superimposing the ΔP response on the existing system power load forecast curve can obtain the power load forecast curve considering the demand side response.
步骤130:获取用户侧的储能设备对电网负荷的影响电力、电网侧储能设备的电力值以及分布式新能源储能设备的电力值。Step 130: Acquiring the influence power of the user-side energy storage device on the grid load, the power value of the grid-side energy storage device, and the power value of the distributed new energy storage device.
用户侧储能设备对负荷的影响可用式2描述,电价越低储能越多,反之,则发电越多。The impact of user-side energy storage equipment on load can be described by
其中:in:
ΔPstorage为用户侧储能设备对电网负荷的影响电力,储能为正,发电为负;ΔPstorage is the impact power of the user-side energy storage equipment on the grid load, the energy storage is positive, and the power generation is negative;
ξ为电价;ξ is electricity price;
ξmin为低谷电价;ξmin is low electricity price;
ξmax为高峰电价;ξmax is the peak electricity price;
ξref_stor为储能时段参考电价电价,其数值由图2获得;ξref_stor is the reference electricity price during the energy storage period, and its value is obtained from Figure 2;
ξref_gen为发电时段参考电价电价,其数值由图3获得;ξref_gen is the reference electricity price during the power generation period, and its value is obtained from Figure 3;
WSTOR_MAX为最大可存储电量;W STOR_MAX is the maximum storable power;
WMAX为储能元件最大储电量;W MAX is the maximum storage capacity of the energy storage element;
Wstorage为已存储的电量。W storage is the stored power.
如图2所示,输入count=0(从0开始计数),ξ=y(t),ξlow=ξmin,ξup=ξmax,WSTOR_MAX=WMAX―Wstorage。计算 以及W为t1s到t2s时段内的储存电量,判断WSTOR_MAX是否大于或者等于W,若是,则判断计数是否为0,若计数为0,则输出ξref_stor,若WSTOR_MAX是否小于W,则ξlow=ξlow,ξup=ξref_stor, 然后计数加1,即count=count+1,再转回计算 若计数不为0,则判断WSTOR_MAX―W是否小于或者等于ξ,若WSTOR_MAX―W小于或者等于ξ,则输出ξref_stor。若WSTOR_MAX―W大于ξ,则ξlow=ξref_stor,ξup=ξup,然后转回计算 As shown in Figure 2, input count=0 (counting from 0), ξ=y(t), ξlow = ξmin, ξup = ξmax, W STOR_MAX = W MAX -W storage . calculate as well as W is the stored power during the period from t 1 s to t 2 s, judge whether W STOR_MAX is greater than or equal to W, if so, judge whether the count is 0, if the count is 0, then output ξref_stor, if W STOR_MAX is less than W, then ξlow=ξlow, ξup=ξref_stor, Then add 1 to the count, that is, count=count+1, and then switch back to the calculation If the count is not 0, judge whether W STOR_MAX ―W is less than or equal to ξ, and if W STOR_MAX ―W is less than or equal to ξ, then output ξref_stor. If W STOR_MAX ―W is greater than ξ, then ξlow=ξref_stor, ξup=ξup, and then switch back to calculating
其中ξ=y(t)的意义为电价为时间的函数,可用时间表示电价,Wmax为储能元件最大储电量,Wstorage为已存储的电量,Wstor_max为最大可存储电量,t1s为电价低谷时段电价等于参考电价的初始时刻,t2s为电价低谷时段电价等于参考电价的末尾时刻。Among them, ξ=y(t) means that the electricity price is a function of time, and the available time represents the electricity price, Wmax is the maximum energy storage capacity of the energy storage element, Wstorage is the stored electricity, Wstor_max is the maximum storable electricity, and t1s is the electricity price during the low electricity price period It is equal to the initial moment of the reference electricity price, and t2s is the end moment when the electricity price is equal to the reference electricity price during the low electricity price period.
如图3所示,输入count=0(从0开始计数),ξ=y(t),ξlow=ξmin,ξup=ξmax,Wgen_max=Wstorage。计算 判断Wgen是否大于或者等于W,W为t1g到t2g时段内的发电量,若Wgen大于或者等于W,则判断计数是否为0,若计数为0,即count=0,输出ξref_gen。若Wgen小于W,则ξlow=ξref_gen,ξup=ξup,并计数加 1,即count=count+1,再转回计算若计数不为 0,则Wgen_max―W是否小于或者等于ξ,若是,则输出ξref_gen,若否,则ξlow=ξlow,ξup=ξref_gen,再转回计算 ξ=y(t)的意义为电价为时间的函数,可用时间表示电价, Wstorage为已存储的电量,Wgen_max为最大可发电电量,t1g为电价高峰时段电价等于参考电价的初始时刻,t2g为电价高峰时段电价等于参考电价的末尾时刻。As shown in Figure 3, input count=0 (counting from 0), ξ=y(t), ξlow=ξmin, ξup=ξmax, W gen_max =W storage . calculate Judging whether W gen is greater than or equal to W, W is the power generation during the period from t 1 g to t 2 g, if W gen is greater than or equal to W, then judge whether the count is 0, if the count is 0, that is, count=0, output ξref_gen. If W gen is less than W, then ξlow=ξref_gen, ξup=ξup, And add 1 to the count, that is, count=count+1, and then switch back to the calculation If the count is not 0, then W gen_max ―Whether W is less than or equal to ξ, if so, output ξref_gen, if not, then ξlow=ξlow, ξup=ξref_gen, switch back to the calculation The meaning of ξ=y(t) is that the price of electricity is a function of time, the available time represents the price of electricity, Wstorage is the stored electricity, Wgen_max is the maximum electricity that can be generated, t1g is the initial moment when the electricity price is equal to the reference electricity price during the peak period of electricity price, and t2g is the electricity price The peak hour electricity price is equal to the end time of the reference electricity price.
电网侧储能设备起到分布式电源的作用,与电源侧分布式新能源储能设备一样,在负荷低谷时段储存电力,在高峰时段发出电力,起到削峰填谷的效果。为尽可能利用储能设备的储发容量,储能控制策略如下:The energy storage equipment on the grid side plays the role of a distributed power supply. Like the distributed new energy energy storage equipment on the power supply side, it stores electricity during low load periods and sends out electricity during peak hours, which has the effect of peak shaving and valley filling. In order to utilize the storage and generation capacity of energy storage equipment as much as possible, the energy storage control strategy is as follows:
若可用存储/发电容量大于需存储/释放的电量,则电网侧储能设备储发电力表述为式(3),分布式新能源储能设备储发电力表述为式(4)。If the available storage/generation capacity is greater than the amount of electricity to be stored/released, the storage and generation power of the grid-side energy storage equipment is expressed as formula (3), and the storage and generation power of distributed new energy storage equipment is expressed as formula (4).
若可用存储/发电容量小于需存储/释放的电量,则电网侧储能设备储发电力表述为式(5),分布式新能源储能设备储发电力表述为式(6)。If the available storage/generation capacity is less than the amount of electricity to be stored/released, the power storage and power generation of grid-side energy storage equipment is expressed as formula (5), and the power storage and power generation of distributed new energy storage equipment is expressed as formula (6).
其中:in:
pstorage_grid为电网侧储能设备的发电电力(储能为正,发电为负);p storage_grid is the power generated by the energy storage equipment on the grid side (energy storage is positive, power generation is negative);
pgenerate_grid为分布式新能源储能设备的电力值(储能为正,发电为负);p generate_grid is the power value of distributed new energy storage equipment (energy storage is positive, power generation is negative);
paverage为日平均负荷;p average is the daily average load;
pforecast为预测负荷;p forecast is the forecast load;
pmax―in为储能设备可以存储的最大电力;p max-in is the maximum power that the energy storage device can store;
pmax―out储能设备可以发出的最大电力;p max— the maximum power that the energy storage device can generate;
t1为预测负荷低于日平均负荷的起始时刻; t1 is the initial moment when the predicted load is lower than the daily average load;
t2为预测负荷低于日平均负荷的终止时刻; t2 is the termination time when the predicted load is lower than the daily average load;
t3为预测负荷高于日平均负荷的起始时刻; t3 is the initial moment when the predicted load is higher than the daily average load;
t4为预测负荷高于日平均负荷的终止时刻;t4 is the termination time when the predicted load is higher than the daily average load ;
t11为某储能时段内pdfa与预测负荷相等的起始时刻;t 11 is the initial moment when p dfa is equal to the predicted load in a certain energy storage period;
t21为某储能时段内pdfa与预测负荷相等的终止时刻;t 21 is the end time when p dfa is equal to the predicted load in a certain energy storage period;
t31为某发电时段内pdfa与预测负荷相等的起始时刻;t 31 is the initial moment when p dfa is equal to the predicted load in a certain power generation period;
t41为某发电时段内pdfa与预测负荷相等的终止时刻;t 41 is the end time when p dfa is equal to the predicted load in a certain power generation period;
图4是本申请一示例性实施例提供的电网侧储能设备储能时段pdfa求解流程图。图5是本申请一示例性实施例提供的分布式新能源储能设备储能时段pdfa求解流程图。图6是本申请一示例性实施例提供的储能设备发电时段pdfa求解流程图。如图4-6所示,pdfa为用尽储能设备容量后,储能设备储/发电力起始/终止时的参考电力,电网侧储能设备储能时段pdfa求解流程如图4所示,分布式新能源储能设备储能时段 pdfa求解流程如图5所示,储能设备发电时段pdfa求解流程如图6所示。Fig. 4 is a flow chart of solving the energy storage period p dfa of the grid-side energy storage device provided by an exemplary embodiment of the present application. Fig. 5 is a flow chart of solving the energy storage period p dfa of a distributed new energy storage device provided by an exemplary embodiment of the present application. Fig. 6 is a flow chart of solving the p dfa of the power generation period of the energy storage device provided by an exemplary embodiment of the present application. As shown in Figure 4-6, p dfa is the reference power at the start/stop of energy storage/generation of energy storage equipment after the capacity of the energy storage equipment is exhausted . As shown, the p dfa solution process of distributed new energy storage equipment energy storage period is shown in Figure 5, and the p dfa solution process of energy storage equipment power generation period is shown in Figure 6.
ε取1MWh。ε takes 1MWh.
Wmax-in为储能设备可以存储的最大电量;W max-in is the maximum power that the energy storage device can store;
Wmax-out为储能设备可以发出的最大电量;W max-out is the maximum power that the energy storage device can emit;
如图4所示,输入pup=paverage,plow=min{pforecast}(t1≤t≤t2),pdfa=pup,计算pstorage_grid=min{pdfa―pforecast,pmax―in},判断Wmax-in是否大于或者等于若Wmax-in大于或者等于则判断 是否小于或者等于ε。As shown in Figure 4, input p up =p average , p low =min{p forecast }(t 1 ≤t≤t 2 ), p dfa =p up , and calculate p storage_grid =min{p dfa ―p forecast ,p max—in }, to determine whether W max-in is greater than or equal to If W max-in is greater than or equal to then judge Is it less than or equal to ε.
若小于或者等于ε,则输出pdfa,若 小大于ε,则pup=pup,plow=pdfa,再转回计算 pstorage_grid=min{pdfa―pforecast,pmax―in}。若Wmax-in小于则pup=pdfa,再转回计算pstorage_grid=min {pdfa―pforecast,pmax―in}。like is less than or equal to ε, then output p dfa , if is smaller than ε, then p up =p up ,p low =p dfa , Then turn back to calculate p storage_grid =min{p dfa —p forecast ,p max—in }. If W max-in is less than Then p up =p dfa , Then turn back to calculate p storage_grid = min {p dfa ―p forecast ,p max―in }.
如图5所示,输入pup=paverage,plow=min{pforecast}(t1≤t≤t2),pdfa=pup,计算pstorage_grid=min{pdfa―pforecast,ppvd,pmax―in},判断Wmax-in是否大于若小于或者等于ε,则输出pdfa。若则pup=pup,plow=pdfa,若Wmax-in小于则pup=pdfa,plow=plow,再转回计算 pstorage_grid=min{pdfa―pforecast,pmax―in}。As shown in Figure 5, input p up =p average , p low =min{p forecast }(t 1 ≤t≤t 2 ), p dfa =p up , and calculate p storage_grid =min{p dfa ―p forecast ,p pvd ,p max―in }, to judge whether W max-in is greater than like is less than or equal to ε, then output p dfa . like Then p up =p up , p low =p dfa , If W max-in is less than Then p up = p dfa , p low = p low , Then turn back to calculate p storage_grid =min{p dfa —p forecast ,p max—in }.
如图6所示,输入plow=paverage,pup=max{pforecast}(t3≤t≤t4),pdfa=plow计算pgen=min{pforecast―pdfa,pmax―out},判断Wmax-out是否大于若 Wmax-out大于则判断是否小于或者等于ε,若小于或者等于ε,则输出pdfa。若大于ε,则 pup=pdfa,plow=plow,再转回计算pgen=min {pforecast―pdfa,pmax―out}。若Wmax-out小于或者等于则pup=pup,plow=pdfa,再转回计算pgen=min{pforecast―pdfa,pmax―out}。As shown in Figure 6, input p low =p average , p up =max{p forecast }(t 3 ≤t≤t 4 ), p dfa =p low to calculate p gen =min{p forecast ―p dfa ,p max ―out }, to determine whether W max-out is greater than If W max-out is greater than then judge Is it less than or equal to ε, if is less than or equal to ε, then output p dfa . like greater than ε, then p up =p dfa , p low =p low , Then turn back to calculate p gen = min {p forecast - p dfa , p max - out }. If W max-out is less than or equal to Then p up =p up , p low =p dfa , Then turn back to calculate p gen =min{p forecast —p dfa ,p max—out }.
步骤140:根据由新能源影响后的电力负荷预测结果、需求侧响应影响的电力负荷数值、用户侧的储能设备对电网负荷的影响电力、电网侧储能设备的电力值以及分布式新能源储能设备的电力值,计算得到电力负荷预测值。Step 140: According to the power load forecast results affected by new energy sources, the value of power loads affected by demand-side response, the impact power of user-side energy storage equipment on grid load, the power value of grid-side energy storage equipment, and distributed new energy The power value of the energy storage device is calculated to obtain the power load forecast value.
电力负荷预测值PL=PLB+△Presponse+△Pstorage+Pstorage_grid+Pgenerate_grid;Power load forecast value P L =P LB +△P response +△P storage +P storage_grid +P generate_grid ;
PLB为考虑新能源影响的电力负荷预测结果(已有系统);P LB is the power load forecast result considering the impact of new energy (existing system);
△Presponse为需求侧响应影响的电力负荷数值;△P response is the power load value affected by the demand side response;
△Pstorage为用户侧储能设备影响的电力负荷数值(储能为正,发电为负);△P storage is the electric load value affected by the user-side energy storage equipment (energy storage is positive, power generation is negative);
Pstorage_grid为电网侧储能设备吸收的电力值(储能为正,发电为负);P storage_grid is the power value absorbed by the energy storage equipment on the grid side (energy storage is positive, power generation is negative);
Pgenerate_grid为分布式新能源储能设备吸收的电力值(储能为正,发电为负)。P generate_grid is the power value absorbed by distributed new energy storage equipment (energy storage is positive, power generation is negative).
步骤150:根据电力负荷预测值以及预设条件,确定调整策略。Step 150: Determine an adjustment strategy according to the predicted value of electric load and preset conditions.
图7是本申请一示例性实施例提供的调整策略确定方法。如图7所示,步骤150 可以包括:Fig. 7 is a method for determining an adjustment strategy provided by an exemplary embodiment of the present application. As shown in Figure 7, step 150 may include:
步骤151:获取发电侧的发电电力。Step 151: Obtain the generated power on the power generation side.
发电侧储能设备分为集中式新能源储能设备和分布式新能源储能设备,均用于实时储发新能源的发电电力。集中式新能源储能设备可以纳入自动发电控制程序(AGC),从而控制新能源出力;分布式新能源储能设备用于储发分布式光伏的发电电力,其最终结果反映在负荷增减上,与电网侧储能设备起到的效果一致,详细计算过程可参考电网侧的计算公式(3-6),集中式新能源储能设备对应的储能策略参考以下计算方式:The energy storage equipment on the power generation side is divided into centralized new energy energy storage equipment and distributed new energy energy storage equipment, both of which are used for real-time storage and generation of new energy power generation. Centralized new energy storage equipment can be incorporated into the automatic generation control program (AGC) to control the output of new energy; distributed new energy storage equipment is used to store and distribute distributed photovoltaic power generation, and the final result is reflected in the load increase or decrease , which is consistent with the effect of the energy storage equipment on the grid side. For the detailed calculation process, refer to the calculation formula (3-6) on the grid side. For the energy storage strategy corresponding to the centralized new energy storage equipment, refer to the following calculation method:
集中式新能源储能设备具备储电能力(0≤储能设备已存储电量<储能设备最大存储电量)或发电能力(0<储能设备已存储电量≤储能设备最大存储电量)时,考虑储能设备影响后的新能源发电电力可用式7描述:When the centralized new energy storage equipment has power storage capacity (0≤the stored power of the energy storage device<the maximum stored power of the energy storage device) or power generation capacity (0<the stored power of the energy storage device≤the maximum stored power of the energy storage device), After considering the impact of energy storage equipment, the new energy power generation can be described by Equation 7:
其中:in:
Pwind-final为考虑储能设备影响后的风电发电电力;Pwind-final is the wind power generation power after considering the impact of energy storage equipment;
Pwind为风电发电电力;Pwind generates electricity for wind power;
Ppvc-final为考虑储能设备影响后的集中式光伏发电电力;Ppvc-final is the centralized photovoltaic power generation after considering the impact of energy storage equipment;
Ppvc为集中式光伏发电电力;Ppvc is centralized photovoltaic power generation;
PGWstorage为风电储发电力(存储为正,发电为负),其数值由AGC控制程序得到;PGWstorage is wind power storage and generation power (storage is positive, power generation is negative), and its value is obtained by the AGC control program;
PGPstorage为集中式光伏储发电力(存储为正,发电为负),其数值由AGC控制程序得到;PGPstorage is centralized photovoltaic storage and generation power (storage is positive, power generation is negative), and its value is obtained by the AGC control program;
Pmax-in为储能设备最大存储电力;Pmax-in is the maximum stored power of the energy storage device;
Pmax-out为储能设备最大发电电力。Pmax-out is the maximum power generated by the energy storage device.
储能设备不具备储电能力或发电能力时,系能源发电电力用式8描述:When the energy storage equipment does not have the power storage capacity or power generation capacity, it is described by Equation 8 for energy power generation:
步骤152:根据发电侧的发电电力,计算得到发电电力。Step 152: Calculate the generated power according to the generated power at the power generation side.
步骤153:根据电力负荷预测值、发电电力以及预设条件,确定调整策略。Step 153: Determine an adjustment strategy according to the predicted value of electric load, generated power and preset conditions.
在一实施例中,步骤151可具体实施为:获取发电侧的发电电力,其中,发电电力包括火电机组的发电电力、考虑储能设备影响后的风电发电电力、考虑储能设备影响后的集中式光伏发电电力、水电发电电力以及联络线输送潮流。In an embodiment, step 151 can be specifically implemented as: acquiring the generated power at the power generation side, where the generated power includes the generated power of thermal power units, the wind power generated after considering the influence of energy storage equipment, and the concentrated power after considering the influence of energy storage equipment. Type photovoltaic power generation, hydropower power generation and tie line transmission flow.
在一实施例中,步骤152可具体实施为:根据火电机组的发电电力、考虑储能设备影响后的风电发电电力、考虑储能设备影响后的集中式光伏发电电力以及水电发电电力以及联络线输送潮流,计算得到发电电力。In one embodiment, step 152 can be specifically implemented as follows: according to the power generated by thermal power units, the power generated by wind power after considering the impact of energy storage equipment, the power generated by centralized photovoltaic power generation and power generated by hydropower after considering the impact of energy storage equipment, and the connection line The power flow is transmitted, and the generated power is calculated.
发电电力PG=Pthermal+Pwind-final+Ppvc-final+Pwater+Plink;Power generation PG=Pthermal+Pwind-final+Ppvc-final+Pwater+Plink;
其中,Pthermal为火电机组的发电电力;Among them, Pthermal is the power generated by the thermal power unit;
Pwind-final为考虑储能设备影响后的风电发电电力;Pwind-final is the wind power generation power after considering the impact of energy storage equipment;
Ppvc-final为考虑储能设备影响后的集中式光伏发电电力;Ppvc-final is the centralized photovoltaic power generation after considering the impact of energy storage equipment;
Pwater为水电发电电力(发电为正,抽水蓄能为负);Pwater is the electricity generated by hydropower (power generation is positive, pumped storage is negative);
Plink为联络线输送潮流(输入为正,送出为负)。Plink transmits power flow for the tie line (input is positive, output is negative).
图8是本申请另一示例性实施例提供的调整策略确定方法。如图8所示,步骤153可以包括:Fig. 8 is a method for determining an adjustment strategy provided by another exemplary embodiment of the present application. As shown in Figure 8, step 153 may include:
步骤1531:若在相同时刻的发电电力的最大值与电力负荷预测值之差小于第一预设电力阈值,则确定第一调整策略。Step 1531: If the difference between the maximum value of generated electric power and the predicted value of electric load at the same moment is smaller than the first preset electric power threshold, determine a first adjustment strategy.
t时刻最大发电电力max{PG}(技术最大)-t时刻电力负荷预测值PL<100万千瓦,考虑以下因素给出调整策略建议:抽水蓄能水位、外力支援等。The maximum power generation max{PG} (technical maximum) at time t-the predicted value of power load at time t PL<1 million kilowatts, and the following factors are considered to give adjustment strategy suggestions: pumped storage water level, external support, etc.
步骤1532:若在相同时刻的电力负荷预测值与发电电力的最小值小于第二预设电力阈值之差,则确定第二调整策略。Step 1532: If the difference between the predicted value of electric load and the minimum value of generated electric power at the same moment is smaller than the second preset electric power threshold, determine a second adjustment strategy.
t时刻电力负荷预测值PL-t时刻最小发电电力min{PG}(技术最小)<30万千瓦,考虑以下因素给出调整策略建议:The predicted value of power load at time t PL-minimum generated power min{PG} (technical minimum) at time t is less than 300,000 kilowatts, and the following factors are considered to give adjustment strategy suggestions:
1)根据纯凝机组历史深调记录、机组开机方式、机组缺陷情况和深调容量制定合理深调序列。1) Formulate a reasonable deep regulation sequence based on the historical deep regulation records of pure condensing units, unit start-up mode, unit defects and deep regulation capacity.
2)结合电力现货市场日前信息、发电单位当年/月发电进度等信息,制定停机序列。2) Combining the current information of the power spot market and the current/monthly power generation progress of the power generation unit to formulate the shutdown sequence.
在一实施例中,120具体配置为:获取参与需求侧响应的负荷量。获取各时刻电价数据。根据需求侧响应的负荷量以及各时刻电价数据,计算得到电力负荷数值。In an embodiment, 120 is specifically configured to: acquire the load amount participating in the demand side response. Obtain electricity price data at each time. According to the demand-side response load and the electricity price data at each moment, the electric load value is calculated.
在一实施例中,在根据电力负荷预测值以及预设条件,确定调整策略之后,基于电力系统的电力平衡监测方法还包括:将多个电力负荷预测值绘制成曲线。In an embodiment, after the adjustment strategy is determined according to the predicted value of the power load and the preset condition, the method for monitoring power balance based on the power system further includes: drawing a plurality of predicted values of the power load into a curve.
输出未来t小时内技术最大、负荷曲线、技术最小曲线,并可显示任一时刻上、下备用数值。其中,上备用数据表示t时刻最大发电电力max{PG}(技术最大)-t时刻电力负荷预测值PL>100万千瓦对应的数据。下备用数据表示t时刻电力负荷预测值PL-t时刻最小发电电力min{PG}(技术最小)>30万千瓦对应的数据。Output the technical maximum, load curve, and technical minimum curve in the next t hours, and can display the upper and lower standby values at any time. Wherein, the upper standby data represents the data corresponding to the maximum generated power max{PG} (technical maximum) at time t-the predicted value of power load PL>1 million kilowatts at time t. The lower backup data represents the data corresponding to the predicted power load P L at time t - the minimum generated power min{P G } (technical minimum) at time t > 300,000 kilowatts.
图9是本申请一示例性实施例提供的基于电力系统的电力平衡监测装置的结构示意图。如图9所示,基于电力系统的电力平衡监测装置20包括:第一获取模块 201,用于获取由新能源影响后的电力负荷预测结果;第二获取模块202,用于获取需求侧响应影响的电力负荷数值;第三获取模块203,用于获取用户侧的储能设备对电网负荷的影响电力、电网侧储能设备的电力值以及分布式新能源储能设备的电力值;计算模块204,用于根据由新能源影响后的电力负荷预测结果、需求侧响应影响的电力负荷数值、用户侧的储能设备对电网负荷的影响电力、电网侧储能设备的电力值以及分布式新能源储能设备的电力值,计算得到电力负荷预测值;以及确定模块 205,用于根据电力负荷预测值以及预设条件,确定调整策略。Fig. 9 is a schematic structural diagram of a power system-based power balance monitoring device provided by an exemplary embodiment of the present application. As shown in Figure 9, the power balance monitoring device 20 based on the power system includes: a first acquisition module 201, which is used to acquire the power load forecast result affected by new energy sources; a second acquisition module 202, which is used to acquire demand side response influence The value of the electric power load; the third acquisition module 203, which is used to obtain the influence power of the energy storage equipment on the user side on the grid load, the power value of the energy storage equipment on the grid side, and the power value of the distributed new energy storage equipment; the calculation module 204 , which is used to predict the power load affected by new energy, the power load value affected by the demand side response, the impact power of the energy storage equipment on the user side on the grid load, the power value of the energy storage equipment on the grid side, and the distributed new energy The power value of the energy storage device is calculated to obtain a predicted power load; and a determination module 205 is configured to determine an adjustment strategy according to the predicted power load and preset conditions.
图10是本申请另一示例性实施例提供的基于电力系统的电力平衡监测装置的结构示意图。如图10所示,确定模块205可以包括:电力获取单元2051,用于获取发电侧的发电电力;计算单元2052,用于根据发电侧的发电电力,计算得到发电电力;调整单元2053,用于根据电力负荷预测值、发电电力以及预设条件,确定调整策略。Fig. 10 is a schematic structural diagram of a power system-based power balance monitoring device provided by another exemplary embodiment of the present application. As shown in FIG. 10 , the determination module 205 may include: a power acquisition unit 2051, configured to acquire the generated power on the power generation side; a calculation unit 2052, used to calculate the generated power according to the generated power on the power generation side; an adjustment unit 2053, used to Determine the adjustment strategy based on the predicted value of electric load, generated power and preset conditions.
在一实施例中,如图10所示,电力获取单元2051可具体配置为:获取发电侧的发电电力;其中,发电电力包括火电机组的发电电力、考虑储能设备影响后的风电发电电力、考虑储能设备影响后的集中式光伏发电电力、水电发电电力以及联络线输送潮流。In an embodiment, as shown in FIG. 10 , the power acquisition unit 2051 can be specifically configured to: acquire the generated power at the power generation side; where the generated power includes the generated power of thermal power units, the generated power of wind power after considering the influence of energy storage equipment, Considering the influence of energy storage equipment, centralized photovoltaic power generation, hydropower power generation and tie line transmission flow.
在一实施例中,如图10所示,计算单元2052可具体配置为:根据火电机组的发电电力、考虑储能设备影响后的风电发电电力、考虑储能设备影响后的集中式光伏发电电力以及水电发电电力以及联络线输送潮流,计算得到发电电力。In one embodiment, as shown in Figure 10, the calculation unit 2052 can be specifically configured as follows: according to the power generated by thermal power units, the power generated by wind power after considering the influence of energy storage equipment, and the power generated by centralized photovoltaic power after considering the influence of energy storage equipment As well as the power generated by hydropower and the transmission flow of the tie line, the generated power is calculated.
在一实施例中,如图10所示,调整单元2053可具体配置为:若在相同时刻的发电电力的最大值与电力负荷预测值之差小于第一预设电力阈值,则确定第一调整策略;若在相同时刻的电力负荷预测值与发电电力的最小值小于第二预设电力阈值之差,则确定第二调整策略。In one embodiment, as shown in FIG. 10 , the adjustment unit 2053 may be specifically configured to determine the first adjustment if the difference between the maximum value of generated power and the predicted value of power load at the same time is smaller than the first preset power threshold. Strategy: If the difference between the predicted value of electric load and the minimum value of generated electric power at the same moment is smaller than the second preset electric power threshold, the second adjustment strategy is determined.
在一实施例中,第二获取模块202可具体配置为:获取参与需求侧响应的负荷量;获取各时刻电价数据;根据需求侧响应的负荷量以及各时刻电价数据,计算得到电力负荷数值。In an embodiment, the second acquisition module 202 can be specifically configured to: acquire the load amount participating in the demand side response; acquire electricity price data at each time; and calculate the electric load value according to the load amount of the demand side response and the electricity price data at each time point.
在一实施例中,如图10所示,在根据电力负荷预测值以及预设条件,确定调整策略之后,基于电力系统的电力平衡监测装置还可以包括:In an embodiment, as shown in FIG. 10 , after determining the adjustment strategy according to the power load forecast value and preset conditions, the power system-based power balance monitoring device may further include:
绘制单元206,用于将多个电力负荷预测值绘制成曲线。A drawing unit 206, configured to draw a plurality of electric load forecast values into a curve.
下面,参考图11来描述根据本申请实施例的电子设备。该电子设备可以是第一设备和第二设备中的任一个或两者、或与它们独立的单机设备,该单机设备可以与第一设备和第二设备进行通信,以从它们接收所采集到的输入信号。Next, an electronic device according to an embodiment of the present application will be described with reference to FIG. 11 . The electronic device may be either or both of the first device and the second device, or a stand-alone device independent of them, and the stand-alone device may communicate with the first device and the second device to receive collected data from them. input signal.
图11图示了根据本申请实施例的电子设备的框图。FIG. 11 illustrates a block diagram of an electronic device according to an embodiment of the present application.
如图11所示,电子设备10包括一个或多个处理器11和存储器12。As shown in FIG. 11 , electronic device 10 includes one or more processors 11 and
处理器11可以是中央处理单元(CPU)或者具有数据处理能力和/或指令执行能力的其他形式的处理单元,并且可以控制电子设备10中的其他组件以执行期望的功能。Processor 11 may be a central processing unit (CPU) or other form of processing unit having data processing capabilities and/or instruction execution capabilities, and may control other components in electronic device 10 to perform desired functions.
存储器12可以包括一个或多个计算机程序产品,计算机程序产品可以包括各种形式的计算机可读存储介质,例如易失性存储器和/或非易失性存储器。易失性存储器例如可以包括随机存取存储器(RAM)和/或高速缓冲存储器(cache)等。非易失性存储器例如可以包括只读存储器(ROM)、硬盘、闪存等。在计算机可读存储介质上可以存储一个或多个计算机程序指令,处理器11可以运行程序指令,以实现上文的本申请的各个实施例的基于电力系统的电力平衡监测方法以及/或者其他期望的功能。在计算机可读存储介质中还可以存储诸如输入信号、信号分量、噪声分量等各种内容。
在一个示例中,电子设备10还可以包括:输入装置13和输出装置14,这些组件通过总线系统和/或其他形式的连接机构(未示出)互连。In one example, the electronic device 10 may further include: an input device 13 and an output device 14, and these components are interconnected through a bus system and/or other forms of connection mechanisms (not shown).
例如,在该电子设备是单机设备时,该输入装置13可以是通信网络连接器,用于从第一设备和第二设备接收所采集的输入信号。For example, when the electronic device is a stand-alone device, the input device 13 may be a communication network connector for receiving collected input signals from the first device and the second device.
此外,该输入装置13还可以包括例如键盘、鼠标等等。In addition, the input device 13 may also include, for example, a keyboard, a mouse, and the like.
该输出装置14可以向外部输出各种信息,包括确定出的距离信息、方向信息等。该输出装置14可以包括例如显示器、扬声器、打印机、以及通信网络及其所连接的远程输出设备等等。The output device 14 can output various information to the outside, including determined distance information, direction information, and the like. The output device 14 may include, for example, a display, a speaker, a printer, a communication network and its connected remote output devices, and the like.
当然,为了简化,图11中仅示出了该电子设备10中与本申请有关的组件中的一些,省略了诸如总线、输入/输出接口等等的组件。除此之外,根据具体应用情况,电子设备 10还可以包括任何其他适当的组件。Of course, for the sake of simplicity, only some components related to the present application in the electronic device 10 are shown in FIG. 11 , and components such as bus, input/output interface, etc. are omitted. In addition, according to specific application conditions, the electronic device 10 may also include any other suitable components.
除了上述方法和设备以外,本申请的实施例还可以是计算机程序产品,其包括计算机程序指令,计算机程序指令在被处理器运行时使得处理器执行本说明书上述“示例性方法”部分中描述的根据本申请各种实施例的基于电力系统的电力平衡监测方法中的步骤。In addition to the methods and devices described above, embodiments of the present application may also be computer program products, which include computer program instructions that, when executed by a processor, cause the processor to perform the procedures described in the above-mentioned "Exemplary Methods" section of this specification. Steps in a method for monitoring power balance based on a power system according to various embodiments of the present application.
计算机程序产品可以以一种或多种程序设计语言的任意组合来编写用于执行本申请实施例操作的程序代码,程序设计语言包括面向对象的程序设计语言,诸如Java、C++等,还包括常规的过程式程序设计语言,诸如“C”语言或类似的程序设计语言。程序代码可以完全地在用户计算设备上执行、部分地在用户设备上执行、作为一个独立的软件包执行、部分在用户计算设备上部分在远程计算设备上执行、或者完全在远程计算设备或服务器上执行。The computer program product can write program codes for executing the operations of the embodiments of the present application in any combination of one or more programming languages. The programming languages include object-oriented programming languages, such as Java, C++, etc., and also include conventional A procedural programming language such as "C" or similar programming language. The program code may execute entirely on the user's computing device, partly on the user's device, as a stand-alone software package, partly on the user's computing device and partly on a remote computing device, or entirely on the remote computing device or server to execute.
此外,本申请的实施例还可以是计算机可读存储介质,其上存储有计算机程序指令,计算机程序指令在被处理器运行时使得处理器执行本说明书上述“示例性方法”部分中描述的根据本申请各种实施例的基于电力系统的电力平衡监测方法中的步骤。In addition, the embodiments of the present application may also be a computer-readable storage medium on which computer program instructions are stored, and when executed by a processor, the computer program instructions cause the processor to execute the method described in the above-mentioned "Exemplary Method" section of this specification. Steps in the method for monitoring power balance based on a power system in various embodiments of the present application.
计算机可读存储介质可以采用一个或多个可读介质的任意组合。可读介质可以是可读信号介质或者可读存储介质。可读存储介质例如可以包括但不限于电、磁、光、电磁、红外线、或半导体的系统、装置或器件,或者任意以上的组合。可读存储介质的更具体的例子(非穷举的列表)包括:具有一个或多个导线的电连接、便携式盘、硬盘、随机存取存储器(RAM)、只读存储器(ROM)、可擦式可编程只读存储器(EPROM或闪存)、光纤、便携式紧凑盘只读存储器(CD-ROM)、光存储器件、磁存储器件、或者上述的任意合适的组合。The computer readable storage medium may utilize any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. The readable storage medium may include, but not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices, or devices, or any combination thereof. More specific examples (non-exhaustive list) of readable storage media include: electrical connection with one or more conductors, portable disk, hard disk, random access memory (RAM), read only memory (ROM), erasable programmable read-only memory (EPROM or flash memory), optical fiber, portable compact disk read-only memory (CD-ROM), optical storage devices, magnetic storage devices, or any suitable combination of the foregoing.
以上结合具体实施例描述了本申请的基本原理,但是,需要指出的是,在本申请中提及的优点、优势、效果等仅是示例而非限制,不能认为这些优点、优势、效果等是本申请的各个实施例必须具备的。另外,上述公开的具体细节仅是为了示例的作用和便于理解的作用,而非限制,上述细节并不限制本申请为必须采用上述具体的细节来实现。The basic principles of the present application have been described above in conjunction with specific embodiments, but it should be pointed out that the advantages, advantages, effects, etc. mentioned in the application are only examples and not limitations, and these advantages, advantages, effects, etc. Various embodiments of this application must have. In addition, the specific details disclosed above are only for the purpose of illustration and understanding, rather than limitation, and the above details do not limit the application to be implemented by using the above specific details.
本申请中涉及的器件、装置、设备、系统的方框图仅作为例示性的例子并且不意图要求或暗示必须按照方框图示出的方式进行连接、布置、配置。如本领域技术人员将认识到的,可以按任意方式连接、布置、配置这些器件、装置、设备、系统。诸如“包括”、“包含”、“具有”等等的词语是开放性词汇,指“包括但不限于”,且可与其互换使用。这里所使用的词汇“或”和“和”指词汇“和/或”,且可与其互换使用,除非上下文明确指示不是如此。这里所使用的词汇“诸如”指词组“诸如但不限于”,且可与其互换使用。The block diagrams of devices, devices, equipment, and systems involved in this application are only illustrative examples and are not intended to require or imply that they must be connected, arranged, and configured in the manner shown in the block diagrams. As will be appreciated by those skilled in the art, these devices, devices, devices, systems may be connected, arranged, configured in any manner. Words such as "including", "comprising", "having" and the like are open-ended words meaning "including but not limited to" and may be used interchangeably therewith. As used herein, the words "or" and "and" refer to the word "and/or" and are used interchangeably therewith, unless the context clearly dictates otherwise. As used herein, the word "such as" refers to the phrase "such as but not limited to" and can be used interchangeably therewith.
还需要指出的是,在本申请的装置、设备和方法中,各部件或各步骤是可以分解和/ 或重新组合的。这些分解和/或重新组合应视为本申请的等效方案。It should also be pointed out that in the devices, equipment and methods of the present application, each component or each step can be decomposed and/or reassembled. These decompositions and/or recombinations should be considered equivalents of this application.
提供所公开的方面的以上描述以使本领域的任何技术人员能够做出或者使用本申请。对这些方面的各种修改对于本领域技术人员而言是非常显而易见的,并且在此定义的一般原理可以应用于其他方面而不脱离本申请的范围。因此,本申请不意图被限制到在此示出的方面,而是按照与在此公开的原理和新颖的特征一致的最宽范围。The above description of the disclosed aspects is provided to enable any person skilled in the art to make or use the present application. Various modifications to these aspects will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other aspects without departing from the scope of the application. Thus, the present application is not intended to be limited to the aspects shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
为了例示和描述的目的已经给出了以上描述。此外,此描述不意图将本申请的实施例限制到在此公开的形式。尽管以上已经讨论了多个示例方面和实施例,但是本领域技术人员将认识到其某些变型、修改、改变、添加和子组合。The foregoing description has been presented for purposes of illustration and description. Furthermore, this description is not intended to limit the embodiments of the application to the forms disclosed herein. Although a number of example aspects and embodiments have been discussed above, those skilled in the art will recognize certain variations, modifications, changes, additions and subcombinations thereof.
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