User-side integrated energy network coordination control method and system
By obtaining total carbon emission limits and calculating carbon emission responsibility factors in the integrated energy network on the user side, and using an autoregressive time series model for prediction, the shortcomings of user-side carbon emission management are addressed, achieving refined carbon emission control and ensuring that carbon emissions meet the limit requirements.
Patent Information
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Filing Date
- 2025-04-15
- Publication Date
- 2026-03-19
AI Technical Summary
The lack of a coordinated control mechanism for integrated energy networks on the user side in existing technologies results in insufficient precision in carbon emission management and an inability to effectively control carbon emissions from integrated energy networks on the user side.
This paper provides a user-side integrated energy network coordination and control method. By obtaining the total carbon emission limit, calculating the carbon emission responsibility factor, using an autoregressive time series model for prediction, and setting the node operation mode or issuing execution instructions to the instruction execution device based on the comparison results, the method ensures that the carbon emission meets the limit requirements.
It enables refined carbon emission management of the integrated energy network on the user side, ensuring that carbon emissions per unit time and total carbon emissions meet the limit requirements, thereby improving the accuracy and efficiency of carbon emission control.
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Figure CN2025089035_19032026_PF_FP_ABST
Abstract
Description
User side integrated energy network coordination control method and system TECHNICAL FIELD
[0001] The present application relates to the technical field of energy network regulation, in particular to a user side integrated energy network coordination control method and system. BACKGROUND
[0002] With the continuous development of the energy market and the transformation of the energy structure, integrated energy system (IES) as a system that can efficiently utilize multiple energy sources and meet the diversified needs of users, has gradually become a research hotspot and development direction in the energy field.
[0003] The current research has considered carbon emission responsibility factor as one of the factors, and discussed the related contents such as integrated energy system optimization scheduling, system optimization configuration, and multiple energy control devices. However, this method has limitations. The current network coordination control device considering carbon emission is mainly for the power network. Some so-called integrated energy system coordination controllers are actually only applicable to microgrids. The existing network coordination control method is mainly for source side energy stations or network side energy transmission and distribution stations, and there is no special network coordination control method for user side.
[0004] Therefore, a user side integrated energy network coordination control method and system are needed. SUMMARY
[0005] In view of the problem that the existing network coordination control method in the prior art is mainly for source side energy stations or network side energy transmission and distribution stations, and there is no special network coordination control method for user side, the present application provides a user side integrated energy network coordination control method and system, which can issue action instructions to each load loop instruction execution device according to the strategy result, and ensure that the carbon emission amount and the total carbon emission amount of the user side integrated energy network per unit time meet the limit value requirements. The specific technical solutions are as follows:
[0006] A user side integrated energy network coordination control method is applied to a user side integrated energy network coordination control system, which includes a comprehensive energy network coordination control platform set in a user energy supply loop and a user load loop, a collection terminal, a user energy system control room, and an instruction execution device set in the user load loop; the method comprises the following steps:
[0007] S01, obtaining the user carbon emission total limit value in the preset period in the comprehensive energy network coordination control platform;
[0008] S02, obtaining the node total number of each loop in the user side integrated energy network and the energy supply and utilization data between any two nodes in the preset period, and calculating the measured value of the carbon emission responsibility factor of each node;
[0009] S03, calculating the actual value of total carbon emission of the user according to the measured value of the carbon emission responsibility factor and the total number of nodes;
[0010] S04, comparing the actual value of total carbon emission of the user with the limit value of total carbon emission of the user, and judging whether the total carbon emission of the user is over time;
[0011] S05, when the total carbon emission of the user reaches the alarm state, sending a warning information to the user, the user updating the actual limit value of total carbon emission of the user after responsible cutting, and performing S06;
[0012] S06, obtaining the prediction data of energy supply and consumption of any two nodes in each loop of the user side comprehensive energy network at t time through a self-regressive time series model, and calculating the prediction value of the carbon emission responsibility factor of each node at t time;
[0013] S07, obtaining the high penetration limit value of carbon emission of each node according to the prediction value of the carbon emission responsibility factor;
[0014] S08, comparing the measured value of the carbon emission responsibility factor, the prediction value of the carbon emission responsibility factor and the high penetration limit value of carbon emission between each other / two by two, and obtaining a comparison result;
[0015] S09, setting the operation mode of each node or issuing an execution instruction to an instruction execution device of each node loop to perform a corresponding action according to the comparison result.
[0016] Preferably, the obtaining of the total number of nodes of each loop in the user side comprehensive energy network and the energy supply and consumption data between any two nodes in a preset period, and the calculation of the measured value of the carbon emission responsibility factor of each node include:
[0017] S21, obtaining the total number of nodes of each loop in the user side comprehensive energy network and the energy supply and consumption data between any two nodes, and constructing an energy flow distribution matrix of each loop of the user side comprehensive energy network at t time;
[0018] S22, obtaining the carbon emission corresponding to the transmission unit energy of each loop flowing into each node, and constructing a carbon flow density matrix of each loop of the user side comprehensive energy network at t time according to the carbon emission;
[0019] S23, obtaining a carbon flow distribution matrix of each loop per unit time at t time according to the energy flow distribution matrix and the carbon flow density matrix;
[0020] S24, calculating the measured value of the carbon emission responsibility factor of each node of each load loop of the user side comprehensive energy network according to the carbon flow distribution matrix and the total number of nodes.
[0021] Preferably, the method further comprises:
[0022] S61, obtaining, by using an autoregressive time series model, predicted data of energy supply and consumption of any two nodes in each loop of the user-side integrated energy network at time t, and calculating a carbon flow distribution prediction matrix of each loop per unit time at time t according to the predicted data;
[0023] S62, calculating, according to the carbon flow distribution prediction matrix and the total number of nodes, a carbon emission responsibility factor prediction value of each node in each load loop of the user-side integrated energy network at time t.
[0024] Preferably, when the total carbon emission of the user reaches an alarm state, the method further comprises:
[0025] When the total carbon emission of the user is greater than the timeout early warning value, the method further comprises: sending, to the user, warning information that the total carbon emission is about to exceed the timeout, and pushing, to the user, each load node in the network arranged in descending order of total carbon emission responsibility factor, so that the user selects a load to be cut off;
[0026] When the total carbon emission of the user is greater than the timeout early warning value, the method further comprises: sending, to the user, warning information that the total carbon emission has exceeded the timeout, and updating, by the platform, the actual carbon emission after the user selects a load to be cut off, and performing S06.
[0027] Preferably, the method further comprises:
[0028] If the comparison result is carbon emission responsibility factor prediction value < carbon emission responsibility factor measured value < carbon emission high penetration limit value, the method further comprises: prompting the user that the corresponding node has a short-time carbon emission abnormality, and maintaining the original operation mode of the corresponding node;
[0029] Preferably, the method further comprises:
[0030] If the comparison result is carbon emission high penetration limit value < carbon emission responsibility factor prediction value, the method further comprises: warning the user that the corresponding node has a short-time carbon emission over-limit, and the user selects to maintain the original operation mode of the corresponding node or issues an execution instruction to an instruction execution device of the corresponding node loop according to the load adjustability of the corresponding node to execute a corresponding action.
[0031] Preferably, the method further comprises:
[0032] If the comparison result is the measured value of the carbon emission responsibility factor < the predicted value of the carbon emission responsibility factor, it is determined whether the corresponding loop is on;
[0033] If the loop is in the on state, the user selects to maintain the original operation mode of the corresponding node, and if the loop is in the off state, steps S06 to S07 are repeated at t+1 to calculate the latest carbon emission high penetration limit value of the corresponding node, and the measured value of the carbon emission responsibility factor is compared with the latest carbon emission high penetration limit value;
[0034] If the measured value of the carbon emission responsibility factor is ≤ the latest carbon emission high penetration limit value, the original operation mode of the corresponding node is maintained;
[0035] If the measured value of the carbon emission responsibility factor is > the latest carbon emission high penetration limit value, an execution instruction is issued to the instruction execution device of the corresponding node loop to perform a corresponding action.
[0036] Preferably, the user issues an execution instruction to the instruction execution device of the corresponding node loop to perform a corresponding action according to the load adjustability of the corresponding node, which comprises:
[0037] If the corresponding node is a non-flexible adjustable load, a disconnect instruction is issued to the instruction execution device in the energy supply loop of the corresponding node at t+1, and the instruction execution device performs a disconnect action;
[0038] If the corresponding node is a flexible adjustable load, the comprehensive energy network coordination control platform calls and receives the real-time load adjustable capacity of the corresponding node, and calculates the load adjustment route based on the load adjustable capacity, energy supply and consumption data, and predicted data of energy supply and consumption, and issues a load control instruction to the instruction execution device in the energy supply loop of the corresponding node at t+1, and the instruction execution device performs a load control action.
[0039] A user-side comprehensive energy network coordination control system applied to the user-side comprehensive energy network coordination control method, which comprises:
[0040] A collection terminal arranged in the user energy supply loop and the user load loop, respectively, for collecting the energy amount supplied by each energy source in the user comprehensive energy network and the energy amount consumed by each energy load;
[0041] A comprehensive energy network coordination control platform arranged in the user energy system control room for receiving the collection data of the collection terminal, and performing calculation, analysis and processing on the collection data, and executing the network coordination control strategy or issuing an action instruction preset in the platform according to the calculation, analysis and processing results;
[0042] A first acquisition unit for acquiring the user carbon emission total limit value in the comprehensive energy network coordination control platform in a preset period.
[0043] a second acquisition unit, configured to acquire a total number of nodes of each loop in a user-side integrated energy network and energy supply and consumption data between any two nodes in a preset period, and calculate a measured value of a carbon emission responsibility factor of each node;
[0044] a first calculation unit, configured to calculate an actual value of total carbon emission of a user according to the measured value of the carbon emission responsibility factor and the total number of nodes;
[0045] a judgment unit, configured to compare the actual value of total carbon emission of the user with a limit value of total carbon emission of the user, and judge whether the total carbon emission of the user exceeds a limit;
[0046] a warning information pushing unit, configured to send warning information to the user when the total carbon emission of the user reaches an alarm state, and update the limit value of actual total carbon emission of the user after the user performs responsible cutting-off;
[0047] a second calculation unit, configured to obtain predicted data of energy supply and consumption of any two nodes in each loop of the user-side integrated energy network at a time t through an autoregressive time series model, and calculate a predicted value of the carbon emission responsibility factor of each node at the time t;
[0048] a third calculation unit, configured to obtain a high-crossing limit value of carbon emission of each node according to the predicted value of the carbon emission responsibility factor;
[0049] a comparison unit, configured to compare the measured value of the carbon emission responsibility factor, the predicted value of the carbon emission responsibility factor and the high-crossing limit value of carbon emission, and obtain a comparison result;
[0050] an instruction issuing unit, configured to set an operation mode of each node or issue an execution instruction to an instruction execution device of each node loop according to the comparison result;
[0051] the instruction execution device, arranged in a user load loop, configured to receive an action instruction of the integrated energy network coordination control platform and execute a corresponding action.
[0052] Compared with the prior art, the present application has the following advantages:
[0053] The user side comprehensive energy network coordination control method of the present application obtains the user carbon emission total amount limit value in a preset period in the comprehensive energy network coordination control platform, obtains the node total number of each loop in the user side comprehensive energy network and the energy supply and consumption data between any two nodes in the preset period, calculates the carbon emission responsibility factor measured value of each node, calculates the user carbon emission total amount actual value according to the carbon emission responsibility factor measured value and the node total number, compares the user carbon emission total amount actual value with the user carbon emission total amount limit value, judges whether the user carbon emission total amount is overtime, sends a warning information to the user when the user carbon emission total amount reaches an alarm state, the user executes the responsible cut-off to update the actual user carbon emission total amount limit value, obtains the prediction data of the energy supply and consumption of any two nodes in each loop of the user side comprehensive energy network at t moment through the autoregressive time series model, calculates the carbon emission responsibility factor prediction value of each node at t moment, obtains the carbon emission high crossing limit value of each node according to the carbon emission responsibility factor prediction value, compares the carbon emission responsibility factor measured value, the carbon emission responsibility factor prediction value and the carbon emission high crossing limit value, obtains the comparison result, sets the operation mode of each node or issues an execution instruction to the instruction execution device of each node loop to execute the corresponding action. The present application runs the coordination control strategy based on the carbon emission responsibility factor, sets the operation mode of the node according to the strategy result and issues the action instruction to the instruction execution device of each load loop to execute the corresponding action, ensures that the carbon emission amount and the overall carbon emission amount of the user side comprehensive energy network in unit time meet the limit value requirements. BRIEF DESCRIPTION OF DRAWINGS
[0054] In order to more clearly illustrate the specific embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the specific embodiments or the prior art description will be briefly introduced below. In all the drawings, similar elements or parts are generally identified by similar reference numerals. In the drawings, each element or part is not necessarily drawn according to the actual scale.
[0055] Fig. 1 is a flow chart of a user side comprehensive energy network coordination control method of the present application.
[0056] Fig. 2 is a flow chart of an embodiment of a user side comprehensive energy network coordination control method of the present application.
[0057] Fig. 3 is a flow chart of another embodiment of a user side comprehensive energy network coordination control method of the present application.
[0058] Fig. 4 is a system principle diagram of a user side comprehensive energy network coordination control method of the present application. DETAILED DESCRIPTION
[0059] With reference to the accompanying drawings, the technical solutions in the embodiments of the present application will be described clearly and completely. Obviously, the described embodiments are only some of the embodiments of the present application, but not all of them. Based on the embodiments of the present application, all other embodiments obtained by those skilled in the art without creative efforts belong to the scope of the present application.
[0060] It should be understood that the terms "comprise" and "include" as used in the specification and the appended claims indicate the presence of the described features, integers, steps, operations, elements, and / or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and / or groups thereof.
[0061] It should also be understood that the terms used in the present application specification are only for the purpose of describing specific embodiments and are not intended to limit the present application. As used in the present application specification and the appended claims, the singular forms "a", "an" and "the" are intended to include the plural forms unless the context clearly indicates otherwise.
[0062] It should be further understood that the term "and / or" as used in the present application specification and the appended claims means any combination of one or more of the associated listed items and all possible combinations thereof, and includes these combinations.
[0063] The following embodiments refer to Figs. 1 to 4.
[0064] The embodiments of the present application provide a user-side integrated energy network coordination control method, which is applied to a user-side integrated energy network coordination control system. The system includes a collection terminal arranged in a user energy supply loop and a user load loop, an integrated energy network coordination control platform of a user energy system control room, and an instruction execution device arranged in the user load loop. The method includes the following steps:
[0065] Step S01: obtaining a user carbon emission total limit value in a preset period in the integrated energy network coordination control platform;
[0066] The preset period can be set to one year or half a year, and can be set according to experience and actual conditions.
[0067] Step S02: obtaining the node total number of each loop in the user-side integrated energy network and the energy supply and consumption data between any two nodes in the preset period, and calculating the carbon emission responsibility factor measured value of each node;
[0068] The historical energy supply data of each power supply node and the historical energy consumption data of each load node in the network are collected by setting the collection terminal in the user energy supply loop and the user load loop, and the measured value of the carbon emission responsibility factor can be obtained by calculating and processing the corresponding collected data.
[0069] Specifically, the node total number of each loop in the user-side comprehensive energy network and the energy supply and consumption data between any two nodes in a preset period are obtained, and the measured value of the carbon emission responsibility factor of each node is calculated.
[0070] S21, the node total number of each loop in the user-side comprehensive energy network and the energy supply and consumption data between any two nodes are obtained, and the energy flow distribution matrix of each loop of the user-side comprehensive energy network at time t is constructed;
[0071] S22, the carbon emission of each loop transmission unit energy flowing into each node is obtained, and the carbon flow density matrix of each loop of the user-side comprehensive energy network at time t is constructed according to the carbon emission.
[0072] Taking the energy supply node in the energy supply loop of the user-side comprehensive energy network as the starting point, the carbon emission factor (carbon emission) of each loop and each node in the network per unit time can be sequentially calculated according to the carbon flow density of the energy flow of all loops flowing out of the node and the carbon emission factor per unit time of the node.
[0073] S23, the carbon flow distribution matrix per unit time of each loop at time t is obtained according to the energy flow distribution matrix and the carbon flow density matrix.
[0074] S24, the measured value of the carbon emission responsibility factor of each node of each load loop of the user-side comprehensive energy network is calculated according to the carbon flow distribution matrix and the node total number.
[0075] The measured value of the carbon emission responsibility factor of each node is equal to the sum of the corresponding node elements in the unit time carbon flow distribution matrix of each loop in the network.
[0076] Step S03, calculating the actual value of the total carbon emission of the user according to the measured value of the carbon emission responsibility factor and the node total number;
[0077] Step S04, comparing the actual value of the total carbon emission of the user with the limit value of the total carbon emission of the user to determine whether the total carbon emission of the user is overdue.
[0078] A warning proportion weight value can be set, such as 90%, when the actual value of the total carbon emission of the user reaches 90% of the limit value of the total carbon emission of the user, the first warning warning is issued; when the actual value of the total carbon emission of the user reaches the limit value of the total carbon emission of the user, the overdue warning is issued.
[0079] Step S05, when the total carbon emission of the user reaches the alarm state, the user is sent a warning information, the user updates the actual total carbon emission limit value after performing the responsible cut-off, and step S06 is performed;
[0080] Specifically, when the total carbon emission of the user reaches the alarm state, the user is sent a warning information, the user updates the actual total carbon emission limit value after performing the responsible cut-off, and step S06 is performed.
[0081] When the total carbon emission of the user is greater than the timeout warning value, the user is sent a warning information that the total carbon emission is about to timeout, and each load node in the network is arranged in descending order according to the total carbon emission responsibility factor and pushed to the user, and the user selects the load for cut-off;
[0082] When the total carbon emission of the user is greater than the timeout warning value, the user is sent a warning information that the total carbon emission has timed out, and the user selects the load for cut-off, and the platform updates the actual carbon emission and performs step S06.
[0083] Step S06, the predicted data of energy supply and use of any two nodes in each loop of the user side comprehensive energy network at t time is obtained by using an autoregressive time series model, and the predicted value of the carbon emission responsibility factor of each node at t time is calculated.
[0084] Specifically, the predicted data of energy supply and use of any two nodes in each loop of the user side comprehensive energy network at t time is obtained by using an autoregressive time series model, and the predicted value of the carbon emission responsibility factor of each node at t time is calculated.
[0085] S61, the predicted data of energy supply and use of any two nodes in each loop of the user side comprehensive energy network at t time is obtained by using an autoregressive time series model, and the predicted value of the carbon emission responsibility factor of each node at t time is calculated.
[0086] S62, the predicted value of the carbon emission responsibility factor of each node in each load loop of the user side comprehensive energy network at t time is calculated according to the carbon flow distribution prediction matrix and the total number of nodes.
[0087] Step S07, the carbon emission high penetration limit value of each node is obtained according to the predicted value of the carbon emission responsibility factor;
[0088] Step S08, the comparison between / between any two of the measured value of the carbon emission responsibility factor, the predicted value of the carbon emission responsibility factor and the carbon emission high penetration limit value is performed, and the comparison result is obtained.
[0089] Step S09, the operation mode of each node is set or the execution instruction is issued to the instruction execution device of each node loop to perform the corresponding action according to the comparison result. Specifically, the following several cases are included:
[0090] (1) if the comparison result is carbon emission responsibility factor predicted value < carbon emission responsibility factor measured value < carbon emission high crossing limit value, then the user is prompted for short-term abnormal carbon emission of the corresponding node, and the original operation mode of the corresponding node is maintained;
[0091] Preferably, the corresponding action according to the comparison result includes:
[0092] (2) if the comparison result is carbon emission high crossing limit value < carbon emission responsibility factor predicted value, then the user is warned of short-term over-limit carbon emission of the corresponding node, and the user selects to maintain the original operation mode of the corresponding node or issues an execution instruction to the instruction execution device of the corresponding node loop according to the load adjustability of the corresponding node to execute a corresponding action.
[0093] Specifically, the user issues an execution instruction to the instruction execution device of the corresponding node loop according to the load adjustability of the corresponding node to execute a corresponding action, which includes:
[0094] If the corresponding node is a non-flexible adjustable load, then at t+1, a disconnection instruction is issued to the instruction execution device in the energy supply loop of the corresponding node, and the instruction execution device executes a disconnection action;
[0095] If the corresponding node is a flexible adjustable load, then the integrated energy network coordination control platform calls and receives the real-time load adjustable capacity of the corresponding node, and calculates the load adjustment route based on the load adjustable capacity, energy supply and consumption data, and predicted data of energy supply and consumption. At t+1, a load control instruction is issued to the instruction execution device in the energy supply loop of the corresponding node, and the instruction execution device executes a load control action.
[0096] In this embodiment, for the load node whose actual carbon emission exceeds the high crossing limit value, appropriate action instructions are taken according to the flexible adjustment capability of the node.
[0097] (3) if the comparison result is carbon emission responsibility factor measured value < carbon emission responsibility factor predicted value, then it is determined whether the corresponding loop is on;
[0098] If the loop is in the on state, the user selects to maintain the original operation mode of the corresponding node, and if the loop is in the off state, then S06 to S07 are repeated at t+1 to calculate the latest carbon emission high crossing limit value of the corresponding node, and the carbon emission responsibility factor measured value is compared with the latest carbon emission high crossing limit value;
[0099] If the carbon emission responsibility factor measured value is less than or equal to the latest carbon emission high crossing limit value, then the original operation mode of the corresponding node is maintained;
[0100] If the measured value of the carbon emission responsibility factor is greater than the latest carbon emission high-crossing limit, an execution command is sent to the instruction execution device of the corresponding node circuit to perform the corresponding action.
[0101] The present invention provides a user-side integrated energy network coordination control method. By running a coordination control strategy based on carbon emission responsibility factors and setting the operating mode of nodes or issuing action commands to each load loop command execution device to perform corresponding actions according to the strategy results, it can ensure that the carbon emissions per unit time and the total carbon emissions of the user-side integrated energy network meet the limit requirements.
[0102] To explain the solution of this application, another embodiment of the user-side integrated energy network coordination and control method of the present invention is described in detail below:
[0103] Step 1: Input the user's annual carbon emission limit into the integrated energy network coordination and control platform, and record it as... ;
[0104] Step 2: Any energy supply, consumption, or distribution device in the user-side integrated energy network is considered a network node. Through the data acquisition terminal, the hourly energy supply and consumption data for loop ij (from node i to node j) over the past 7 days are entered into the platform and recorded as follows: The unit is uniformly kW, and there is no path between node i and node j. Set to 0;
[0105] Step 3: Construction Energy flow distribution matrix of each loop in the user-side integrated energy network at any time If the total number of network nodes is N, then the matrix It should be an N-order matrix, where the element in the i-th row and j-th column is... Assignment;
[0106] Step S04: Calculation At time i, the carbon emissions (carbon emission factor per unit time) caused by node i producing or consuming one unit of energy are denoted as: Unit: kgCO2 / kW. If the total number of nodes in the user-side integrated energy network is N, for energy supply node i in the network's energy supply loop, the carbon emission value (carbon emission factor per unit time) caused by its production of one unit of energy is assigned using the following rules:
[0107] a) The carbon emission factor per unit time of the photovoltaic power generation system is 0;
[0108] b) Carbon emission factor per unit time for wind power generation system = 0;
[0109] c) Carbon emission factor of gas power generation system per unit time = gas consumption x natural gas carbon emission factor / power generation (natural gas carbon emission factor reference value 2.02 kgCO2 / Nm³);
[0110] d) Carbon emission factor of thermal power generation system per unit time = coal consumption x standard coal carbon emission factor / power generation (standard coal carbon emission factor reference value 2.72 kgCO2 / kgce);
[0111] e) Carbon emission factor of combined cooling, heating and power system per unit time = proportion of electricity, cooling and heating energy in total output energy x gas consumption x gas carbon emission factor / total amount of electricity, cooling and heating;
[0112] f) Carbon emission factor of grid electricity purchase per unit time is taken as the carbon emission factor per unit time of the upper substation according to the principle of proximity. When the carbon emission factor of the upper substation cannot be obtained, the carbon emission factor of the public Chinese provincial grid can be taken as the value;
[0113] g) Carbon flow density of cold and heat distribution station is taken as the carbon emission factor per unit time of the upper cold and heat production station according to the principle of proximity;
[0114] For the load node i in the load loop of the user side comprehensive energy network, the carbon emission value (carbon emission factor per unit time) caused by the consumption of unit energy is equal to the weighted value of the carbon flow density corresponding to all energy flows flowing into node i, that is,
[0115]
[0116] In the formula, the carbon flow density represents the carbon emission of unit energy transmitted by the nth loop flowing into node i, unit: kgCO2 / kW; represents the energy supply and consumption data of the nth loop flowing into node i;
[0117] Taking the energy supply node in the energy supply loop of the user side comprehensive energy network as the starting point, the carbon emission factor per unit time of each loop and each node in the network can be sequentially calculated according to the equality of the carbon flow density of the energy flow of all loops flowing out of node i and the carbon emission factor per unit time of the node;
[0118] Step five, constructing the carbon flow density matrix of each loop of the user side comprehensive energy network at time t, .The value of each element of the matrix is:
[0119]
[0120] Step six, the energy flow distribution matrix of each loop of the user side comprehensive energy network above ) and the network loop carbon flow density matrix (F) ) to obtain the Hadamard product , the network loop carbon flow distribution matrix (F) at time t, that is,
[0121] (Hadamard product)
[0122] Step seven, the measured value of the carbon emission responsibility factor of load node j in each load loop of the user side comprehensive energy network at time t is recorded as , unit: kgCO2 / kW, which is equal to the sum of the jth row elements of the network loop carbon flow distribution matrix (F), that is:
[0123]
[0124] Step eight, the actual value of the total carbon emission of the user is calculated according to the measured value of the carbon emission responsibility factor at time t and the total number of nodes, and is recorded as ,
[0125]
[0126] Compare with , if , the user is warned that the system carbon emission is about to exceed the long-time limit, and each load node in the network is ranked in descending order according to the total carbon emission responsibility factor and displayed to the user, and the user can select the load for cutting according to the actual situation;
[0127] If , the user is warned that the system carbon emission has exceeded the long-time limit, and the user can also select the load for cutting according to the actual situation; after the user selects the specified node i for cutting, the platform will update the actual carbon emission;
[0128] If , step nine is executed;
[0129] Step nine, day-ahead prediction is performed by using an autoregressive time series model to obtain the predicted data of energy supply and consumption of loop ij at time t, recorded as ,
[0130]
[0131]
[0132] In the formula: is a constant term,is the autoregressive coefficient, is the error term, which can be adjusted according to the application scenario of the integrated energy network coordination control platform, and the conventional is the error term, which can be adjusted according to the application scenario of the integrated energy network coordination control platform, and the conventional , , , ; ; Step ten, based on the prediction result data obtained in step nine , repeat steps three to six to calculate the predicted value of the carbon emission responsibility factor of the load node j in the integrated energy network load loop at , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , is. is the error term, which can be adjusted according to the application scenario of the integrated energy network coordination control platform, and the conventional , , ;
[0133] Step ten, based on the prediction result data obtained in step nine , repeat steps three to six to calculate the predicted value of the carbon emission responsibility factor of the load node j in the integrated energy network load loop at , , , unit: kgCO2 / kW, which is equal to the sum of the elements of the jth row of the carbon flow prediction matrix of the network loop per unit time ,
[0134]
[0135] Step eleven, based on , calculate the carbon emission high penetration limit value of node j, denoted as , unit: kgCO2 / kW, and the calculation formula is as follows:
[0136]
[0137] Step twelve, compare the measured value , the predicted value , and the carbon emission high penetration limit value of the carbon emission responsibility factor of node j at , and the comparison result and the implementation of control are as follows:
[0138] 1) If , prompt the user that the carbon emission of node j is short-time abnormal, and maintain the original operation mode of node j;
[0139] 2) If , alert the user that the carbon emission of node j is short-time over-limit, and further judge whether the integrated energy network coordination control platform is put into automatic control:
[0140] a) If the integrated energy network coordination control platform is not put into automatic control, manually judge whether to implement control measures by the user, if the user chooses not to implement control measures, maintain the original operation mode of node j, if the user chooses to implement control measures, jump to step thirteen;
[0141] b) If the integrated energy network coordination control platform has been put into automatic control, jump to step thirteen;
[0142] 3) If Then, it further determines whether the loop containing node j is conductive. If the loop is conductive, the original operating mode of node j is maintained; if the loop is disconnected, then based on... At time 1, repeat steps 9 to 11 to obtain the latest carbon emission high-crossing limit for node j, denoted as . Unit: kgCO2 / kW, and will and Comparison:
[0143] a) If If so, then the original operating mode of node j will be maintained;
[0144] b) If Then in The integrated energy network coordination and control platform constantly issues closing commands to the command execution devices within the power supply loop of node j;
[0145] Step 13: Determine whether node j is a flexible and adjustable load:
[0146] 1) If node j is not a flexible adjustable load, then in The integrated energy network coordination and control platform constantly issues disconnection commands to the command execution devices within the power supply circuit of node j;
[0147] 2) If node j is a flexible adjustable load, the load regulation stroke is calculated as follows:
[0148] The integrated energy network coordination and control platform invokes and accepts the adjustable load capacity reported in real time by load node j, denoted as... The unit is kWh. The integrated energy network coordination and control platform will compare... and ;
[0149] 1) If This indicates that load node j can be fully adjusted. The integrated energy network coordination and control platform issues load reduction commands to the command execution devices within the power supply circuit of node j. The load reduction stroke is as follows: implement;
[0150] 2) If This indicates that load node j can be insufficiently adjusted. The network coordination and control platform issues a load reduction command to the command execution device within the power supply circuit of node j. The load reduction stroke is as follows: implement;
[0151] exist The integrated energy network coordination and control platform constantly issues load regulation commands to the command execution devices in the power supply circuit of node j to perform the corresponding load regulation actions.
[0152] Step fourteen, after re-executing steps two to seven, the energy consumption and the corresponding carbon emission responsibility factor of the node j after executing the control strategy are output by the integrated energy network coordination control platform.
[0153] The embodiment of the present application also provides a user-side integrated energy network coordination control system, which is applied to the user-side integrated energy network coordination control method and comprises:
[0154] The collection terminal is arranged in the user energy supply loop and the user load loop, and is used for collecting the energy amount of each energy source supply and the energy amount of each energy load consumption in the user integrated energy network.
[0155] The integrated energy network coordination control platform is arranged in the user energy system control room, and is used for receiving the collection data of the collection terminal, and performing calculation, analysis and processing on the collection data, and executing the preset network coordination control strategy in the platform or issuing an action instruction according to the calculation, analysis and processing result;
[0156] The first acquisition unit is used for acquiring the user carbon emission total amount limit value in the preset period in the integrated energy network coordination control platform;
[0157] The second acquisition unit is used for acquiring the node total number of each loop in the user-side integrated energy network and the energy supply and energy consumption data between any two nodes in the preset period, and calculating the carbon emission responsibility factor measured value of each node;
[0158] The first calculation unit is used for calculating the user carbon emission total amount actual value according to the carbon emission responsibility factor measured value and the node total number;
[0159] The judgment unit is used for comparing the user carbon emission total amount actual value with the user carbon emission total amount limit value, and judging whether the user carbon emission total amount is overtime;
[0160] The warning information pushing unit is used for issuing a warning information to the user when the user carbon emission total amount reaches an alarm state, and updating the actual user carbon emission total amount limit value after the user executes the responsible cutting-off;
[0161] The second calculation unit is used for obtaining the prediction data of energy supply and energy consumption of any two nodes in each loop of the user-side integrated energy network at t moment through an autoregressive time series model, and calculating the carbon emission responsibility factor prediction value of each node at t moment;
[0162] The third calculation unit is used for obtaining the carbon emission high-crossing limit value of each node according to the carbon emission responsibility factor prediction value;
[0163] The comparison unit is used for comparing the carbon emission responsibility factor measured value, the carbon emission responsibility factor prediction value and the carbon emission high-crossing limit value, or comparing two of them, to obtain a comparison result.
[0164] an instruction issuing unit, configured to set a running mode of each node or issue an execution instruction to an instruction execution device of each node loop according to the comparison result;
[0165] an instruction execution device, arranged in a user load loop, configured to receive an action instruction of the integrated energy network coordination control platform and execute a corresponding action.
[0166] It should be noted that the collection terminal installed in the user energy supply loop is used to collect the energy amount supplied by each energy source in the user integrated energy network. The energy includes but is not limited to coal, natural gas, solar energy, wind energy, electric energy and thermal energy. The energy supply loop includes but is not limited to a coal-fired generator set electric / cold / thermal power output loop, a gas-fired generator set electric / cold / thermal power output loop, a photovoltaic generator set electric power output loop, a wind power generator set electric power output loop and a power distribution network power supply loop. The collection terminal of the energy supply loop includes but is not limited to an electric energy meter, a thermal energy meter and a steam meter.
[0167] The collection terminal installed in the user load loop is used to collect the energy amount consumed by each energy load in the user integrated energy network. The load includes but is not limited to a cold load, a heat load and an electric load. The load loop includes but is not limited to a user key production device energy receiving loop, a high energy consumption device energy receiving loop, a production workshop power distribution cabinet output loop, a production workshop steam cylinder output loop, a cooling and heating main pipeline output loop and a non-production building power distribution box output loop. The collection terminal of the load loop includes but is not limited to an electric energy meter, a thermal energy meter and a steam meter.
[0168] The instruction execution device is installed in the user load loop and is used to execute the action instruction issued by the integrated energy network coordination control platform. The instruction execution device includes but is not limited to a remote circuit breaker, a power semiconductor device, an electric valve and an electromagnetic regulating valve. The instruction execution device is required to be classified according to the user load, i.e., a flexible adjustable load and a rigid load. The flexible adjustable load is corresponding to the remote power semiconductor device and the electromagnetic regulating valve, and the rigid load is corresponding to the remote circuit breaker and the electric valve.
[0169] The user side comprehensive energy network coordination control system provided in the application is composed of a comprehensive energy network coordination control platform, an energy supply loop collection terminal and a load loop collection terminal, and the comprehensive energy network coordination control platform is based on the energy supply amount of each energy source and the energy consumption amount of each energy load sent by the energy supply loop collection terminal and the load loop collection terminal, runs a coordination control strategy based on a carbon emission responsibility factor, and issues an action instruction to each load loop instruction execution device according to the strategy result, so as to ensure that the carbon emission amount per unit time and the overall carbon emission amount of the user side comprehensive energy network meet the limit value requirements.
[0170] Those skilled in the art can appreciate that the units of each example described in combination with the embodiments disclosed herein can be realized in electronic hardware, computer software or a combination of both, and in order to clearly illustrate the interchangeability of hardware and software, the components of each example have been described in the above description in general terms. Whether the functions are realized in hardware or software depends on the specific application and design constraints of the technical solution. The skilled person can use different methods to realize the described functions for each specific application, but such implementation should not be considered beyond the scope of the present application.
[0171] In the embodiments provided in the present application, it should be understood that the division of units is only a logical functional division, and when actually implemented, there can be another division manner, for example, multiple units can be combined into one unit, one unit can be split into multiple units, or some features can be ignored, etc.
[0172] In addition, each functional unit in each embodiment of the present application can be integrated in one processing unit, or each unit can exist physically separately, or two or more units can be integrated in one unit. The integrated unit can be realized in the form of hardware or in the form of a software functional unit.
[0173] The integrated unit, if implemented in the form of a software function unit and sold or used as an independent product, can be stored in a computer readable storage medium. Based on such understanding, the technical solutions of the present application essentially or say the part that contributes to the prior art or the whole or part of the technical solutions can be embodied in the form of a software product. The computer software product is stored in a storage medium, including a plurality of instructions to make a computer device (which can be a personal computer, a server or a network device, etc.) execute all or part of the steps of the method described in various embodiments of the present application. The foregoing storage medium includes: a U disk, a read-only memory (ROM, Read-0nly Memory), a random access memory (RAM, Random Access Memory), a mobile hard disk, a magnetic disk or an optical disk, and various media that can store program codes.
[0174] Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present application, and not to limit them; although the present application has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that: it can still modify the technical solutions recorded in the foregoing embodiments, or make equivalent replacement for part or all of the technical features; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the scope of the technical solutions of the embodiments of the present application, and they should be covered in the scope of the claims and the specification of the present application.
Claims
1.A user side integrated energy network coordination control method, applied to a user side integrated energy network coordination control system, the system comprising a collection terminal arranged in a user energy supply loop and a user load loop, an integrated energy network coordination control platform of a user energy system centralized control room and an instruction execution device arranged in the user load loop, characterized in that, The method comprises the following steps: S01, obtaining a user carbon emission total limit value in a preset period in a comprehensive energy network coordination control platform; S02, obtaining a total number of nodes in each loop of a user side comprehensive energy network and energy supply and consumption data between any two nodes in a preset period, and calculating a carbon emission responsibility factor measured value of each node; S03, calculating a user carbon emission total actual value according to the carbon emission responsibility factor measured value and the total number of nodes; S04, comparing the user carbon emission total actual value with the user carbon emission total limit value to determine whether the user carbon emission total value exceeds the limit value; S05, when the user carbon emission total value reaches an alarm state, sending a warning message to the user, the user performing responsible cutting to update the actual user carbon emission total limit value, and performing S06; S06, obtaining predicted data of energy supply and consumption of any two nodes in each loop of the user side comprehensive energy network at t moment through an autoregressive time series model, and calculating a carbon emission responsibility factor predicted value of each node at t moment; S07, obtaining a carbon emission high crossing limit value of each node according to the carbon emission responsibility factor predicted value; S08, comparing the carbon emission responsibility factor measured value, the carbon emission responsibility factor predicted value and the carbon emission high crossing limit value, and obtaining a comparison result; S09, setting an operation mode of each node or issuing an execution instruction to an instruction execution device of each node loop to perform a corresponding action according to the comparison result. 2.The user-side integrated energy network coordinated control method of claim 1, wherein, The method for obtaining the total number of nodes in each loop of the user side comprehensive energy network and the energy supply and consumption data between any two nodes in a preset period, and calculating the carbon emission responsibility factor measured value of each node comprises: S21, obtaining the total number of nodes in each loop of the user side comprehensive energy network and the energy supply and consumption data between any two nodes, and constructing an energy flow distribution matrix of each loop of the user side comprehensive energy network at t moment; S22, obtaining a carbon emission amount corresponding to a transmission unit energy of each loop flowing into each node, and constructing a carbon flow density matrix of each loop of the user side comprehensive energy network at t moment according to the carbon emission amount; S23, obtaining a carbon flow distribution matrix of each loop per unit time at t moment according to the energy flow distribution matrix and the carbon flow density matrix; S24, calculating the carbon emission responsibility factor measured value of each node of each load loop of the user side comprehensive energy network according to the carbon flow distribution matrix and the total number of nodes. 3.The user-side integrated energy network coordinated control method of claim 1, wherein, The method for obtaining the predicted data of energy supply and consumption of any two nodes in each loop of the user side comprehensive energy network at t moment through the autoregressive time series model, and calculating the carbon emission responsibility factor predicted value of each node at t moment comprises: S61, obtaining the predicted data of energy supply and consumption of any two nodes in each loop of the user side comprehensive energy network at t moment through the autoregressive time series model, and calculating a carbon flow distribution prediction matrix of each loop per unit time at t moment according to the predicted data; S62, calculating the carbon emission responsibility factor predicted value of each node of each load loop of the user side comprehensive energy network at t moment according to the carbon flow distribution prediction matrix and the total number of nodes. 4.The user-side integrated energy network coordinated control method of claim 1, wherein, The warning information is sent to the user when the total carbon emission of the user reaches the alarm state, the user updates the actual total carbon emission limit value after executing the responsible cutting-off, and S06 is executed, which includes: When the total carbon emission of the user is greater than the timeout early warning value, the user is sent warning information that the total carbon emission is about to timeout, and each load node in the network is arranged in descending order according to the total carbon emission responsibility factor and pushed to the user, and the user selects the load for cutting-off; When the total carbon emission of the user is greater than the timeout early warning value, the user is sent warning information that the total carbon emission has already timed out, and the user selects the load for cutting-off, and the platform updates the actual carbon emission and executes S06. 5.The user-side integrated energy network coordinated control method of claim 1, wherein, The operation mode of each node is set according to the comparison result, which includes: If the comparison result is carbon emission responsibility factor predicted value < carbon emission responsibility factor measured value < carbon emission high penetration limit value, the user is prompted that the corresponding node carbon emission is short-time abnormal, and the original operation mode of the corresponding node is maintained. 6.The user-side integrated energy network coordinated control method of claim 1, wherein, The operation mode of the node is set according to the comparison result, or an execution instruction is issued to the instruction execution device of each node loop to execute the corresponding action, which includes: If the comparison result is carbon emission high penetration limit value < carbon emission responsibility factor predicted value, the user is warned that the corresponding node carbon emission is short-time over-limit, the user selects to maintain the original operation mode of the corresponding node, or the user issues an execution instruction to the instruction execution device of the corresponding node loop according to the load adjustability of the corresponding node to execute the corresponding action. 7.The user-side integrated energy network coordinated control method of claim 1, wherein, The operation mode of the node is set according to the comparison result, and an execution instruction is issued to the instruction execution device of the corresponding node loop to execute the corresponding action, which further includes: If the comparison result is carbon emission responsibility factor measured value < carbon emission responsibility factor predicted value, it is judged whether the loop is on or not; If the loop is in the on state, the user selects to maintain the original operation mode of the corresponding node, if the loop is in the off state, S06 to S07 are repeated at t+1, the latest carbon emission high penetration limit value of the corresponding node is calculated, and the carbon emission responsibility factor measured value is compared with the latest carbon emission high penetration limit value; If the carbon emission responsibility factor measured value is less than or equal to the latest carbon emission high penetration limit value, the original operation mode of the corresponding node is maintained; If the carbon emission responsibility factor measured value is greater than the latest carbon emission high penetration limit value, an execution instruction is issued to the instruction execution device of the corresponding node loop to execute the corresponding action. 8.The user-side integrated energy network coordinated control method of claim 6, wherein, The user issues an execution instruction to the instruction execution device of the corresponding node loop according to the load adjustability of the corresponding node to execute the corresponding action, which includes: If the corresponding node is a non-flexible adjustable load, a disconnect instruction is issued to the instruction execution device in the energy supply loop of the corresponding node at t+1, and the instruction execution device executes the disconnect action; If the corresponding node is a flexible adjustable load, the comprehensive energy network coordination control platform calls and receives the real-time load adjustable capacity of the corresponding node, calculates the load adjustment route according to the load adjustable capacity, energy supply and consumption data and predicted data of energy supply and consumption, and issues a load control instruction to the instruction execution device in the energy supply loop of the corresponding node at t+1, and the instruction execution device executes the load control action. 9.A user side integrated energy network coordinated control system, characterized in that, The user-side integrated energy network coordination control method is applied to any one of claims 1-8, comprising: a collection terminal arranged in a user energy supply loop and a user load loop, respectively, for collecting energy supplied by each energy source in the user integrated energy network and energy consumed by each energy-consuming load; an integrated energy network coordination control platform arranged in a user energy system control room, for receiving collection data of the collection terminal, and performing calculation, analysis and processing on the collection data, and executing a preset network coordination control strategy in the platform or issuing an action instruction according to the calculation, analysis and processing result; the integrated energy network coordination control platform comprises: a first acquisition unit for acquiring a user carbon emission total limit value in a preset period in the integrated energy network coordination control platform; a second acquisition unit for acquiring the total number of nodes in each loop in the user-side integrated energy network and the energy supply and consumption data between any two nodes in a preset period, and calculating a measured value of the carbon emission responsibility factor of each node; a first calculation unit for calculating an actual value of the user carbon emission total according to the measured value of the carbon emission responsibility factor and the total number of nodes; a judgment unit for comparing the actual value of the user carbon emission total with the user carbon emission total limit value, and judging whether the user carbon emission total exceeds the limit; an alarm information pushing unit for issuing an alarm information to the user when the user carbon emission total reaches an alarm state, and updating the actual user carbon emission total limit value after the user performs responsible cutting; a second calculation unit for obtaining predicted data of energy supply and consumption between any two nodes in each loop of the user-side integrated energy network at time t through an autoregressive time series model, and calculating a predicted value of the carbon emission responsibility factor of each node at time t; a third calculation unit for obtaining a high carbon emission crossing limit value of each node according to the predicted value of the carbon emission responsibility factor; a comparison unit for comparing the measured value of the carbon emission responsibility factor, the predicted value of the carbon emission responsibility factor and the high carbon emission crossing limit value, and obtaining a comparison result; an instruction issuing unit for setting the operation mode of each node or issuing an execution instruction to an instruction execution device of each node loop according to the comparison result; an instruction execution device arranged in the user load loop, for receiving an action instruction of the integrated energy network coordination control platform and executing a corresponding action.
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