A method for constructing a carbon inclusive standard system

Abstract

The present invention relates to the technical field of carbon inclusive data processing, and specifically discloses a method for constructing a carbon inclusive standard system. The method includes: a transmission anomaly detection system for the network in carbon inclusiveness, a historical carbon behavior analysis system, a carbon behavior analysis system, and a carbon behavior storage system. By obtaining and analyzing the network data transmission status data to which the user's carbon behavior data in the carbon inclusive system belongs during the transmission process, problems occurring during the data transmission process can be discovered in a timely manner, ensuring the accuracy and integrity of data transmission. Obtaining the historical carbon behavior data related to the electricity keyword of the user can help understand the user's electricity consumption habits and carbon emission situations, providing data support for subsequent user carbon emission reduction references. Users can manage their carbon behaviors according to the reference carbon emission standards. Obtaining the user's electricity carbon behavior data can comprehensively evaluate the user's carbon emission situation, more accurately reflect the user's carbon emission level, and improve the accuracy and scientificity of carbon behavior evaluation.

Description

Technical Field

[0001] The present invention relates to the technical field of carbon inclusive data processing, and specifically to a method for constructing a carbon inclusive standard system. Background Art

[0002] Currently, with the increasingly severe global climate change, reducing greenhouse gas emissions and promoting green and low-carbon development have become important issues. Encouraging enterprises and individuals to participate in energy conservation and emissions reduction to achieve sustainable development goals, the carbon inclusive mechanism, as an innovative emission reduction method, effectively stimulates the environmental awareness and participation of all sectors of society by quantifying and rewarding the low-carbon behaviors of the public.

[0003] For example, the invention patent with the publication number CN117575694A discloses a trading method, device, carbon inclusive platform, equipment and medium for carbon emission reduction amounts. The method includes: receiving first behavior data generated by an enterprise user performing at least one low-carbon behavior recorded by an enterprise user terminal and / or a scenario providing terminal; performing calculation on the first behavior data according to a preset scenario algorithm, and issuing low-carbon rights and interests to the enterprise user according to the obtained calculation result data, where the low-carbon rights and interests at least include carbon emission reduction amounts; after the management terminal and the carbon certification institution terminal both verify and pass the low-carbon rights and interests of the enterprise user, trading the low-carbon rights and interests of the enterprise user with other enterprise users through the carbon exchange terminal.

[0004] For example, the invention patent with the publication number CN117575693A discloses a carbon inclusive platform and a carbon inclusive system. The platform is constructed based on the B / S architecture and includes, from bottom to top in sequence: a technical bottom layer module, a product module and a service module, and a top-level application module; the technical bottom layer module uses cloud computing as the computing power foundation, integrates blockchain technology, big data technology, artificial intelligence technology, and privacy computing technology to form a backend SaaS; the product module can provide the following functions: redemption mall, low-carbon consultation, emission reduction calculation, public welfare donation, task management, knowledge Q&A, emission reduction game, and data dashboard; the service module can provide the following functions: carbon certification, carbon training, carbon finance, carbon trading, carbon report, and carbon planning; the top-level application module provides external cooperation interfaces and a client facing users.

[0005] However, in the process of implementing the inventive technical solution in the embodiments of the present application, it is found that the above technologies have at least the following technical problems:

[0006] In the existing carbon inclusive system, it is usually directly analyzed through the recorded low-carbon behavior data. However, it cannot be ensured that the recorded low-carbon behavior data is accurate. Then, the analysis and evaluation results based on these low-carbon behavior data will also be affected, resulting in inaccurate evaluation of users' low-carbon behaviors, thereby affecting the construction of the carbon inclusive standard system. Summary of the Invention

[0007] In view of the deficiencies of the prior art, the present invention provides a method for constructing a carbon inclusive standard system, which can effectively solve the problems involved in the above-mentioned background art.

[0008] To achieve the above objectives, the present invention is realized through the following technical solutions: A method for constructing a carbon inclusive standard system includes: S1. Transmission anomaly detection system for the network in carbon inclusiveness: The carbon inclusive system collects the carbon-related data of the user to be analyzed during the carbon behavior cycle, denoted as user carbon behavior data. From this, the network data transmission status data to which the user carbon behavior data in the carbon inclusive system belongs during the transmission process is analyzed to obtain the network data transmission indicators of the carbon inclusive system, and they are compared with the defined values of the network data transmission indicators of the carbon inclusive system preset in the standard system database to obtain a comparison result. According to the comparison result, it is determined whether a warning prompt is needed for the data transmission status of the network in the carbon inclusive system.

[0009] S2. Historical carbon behavior analysis system: Obtain the carbon behavior data of the user related to the electricity keyword in history, analyze to obtain the user's historical electricity carbon behavior indicators, and match them with the user carbon behavior reference data corresponding to the preset intervals of each user's historical electricity carbon behavior indicators in the standard system database to obtain the user electricity carbon behavior reference data corresponding to the user's historical electricity carbon behavior indicators.

[0010] S3. Carbon behavior analysis system: Denote the carbon behavior data related to the electricity keyword in the user carbon behavior data as user electricity carbon behavior data, and conduct a comprehensive analysis with the user electricity carbon behavior reference data and the network data transmission indicators of the carbon inclusive system to obtain the user electricity carbon behavior index.

[0011] S4. Carbon behavior storage system: Compare the user electricity carbon behavior index with the threshold of the user electricity carbon behavior index preset in the standard system database to obtain a comparison result. Finally, according to the comparison result, it is determined whether to store the user electricity carbon behavior data in the carbon inclusive system.

[0012] As a further method, the specific analysis process of the network data transmission indicators of the carbon inclusive system is as follows:

[0013] Comprehensively analyze the average capacity of the user carbon behavior data packets, the packet loss rate, the average number of transmissions of the user carbon behavior data packets, the average transmission time-consuming rate of the user carbon behavior data packets, and the average throughput during the data transmission detection period of the network to obtain the network data transmission indicators of the carbon inclusive system.

[0014] As a further method, the specific comparison process for determining whether a warning prompt is needed for the data transmission status of the network in the carbon inclusive system according to the comparison result is as follows:

[0015] If the network data transmission index of the carbon inclusive system is less than or equal to the defined value of the network data transmission index of the preset carbon inclusive system, the comparison result is recorded as the first comparison result.

[0016] If the network data transmission index of the carbon inclusive system is greater than the defined value of the network data transmission index of the preset carbon inclusive system, the comparison result is recorded as the second comparison result.

[0017] If the comparison result is the first comparison result, a warning prompt is given for the network data transmission status in the carbon inclusive system.

[0018] As a further method, the specific analysis process of the user's historical electricity carbon behavior index is as follows:

[0019] Obtain the historical network data transmission index of the carbon inclusive system corresponding to the carbon behavior data related to the electricity keyword in the user's history during the data transmission process.

[0020] Perform a difference process on the average operating power of each power device during the historical carbon behavior cycle and the reference operating power of each power device preset in the standard system database to obtain the operating power deviation value of each power device during the historical carbon behavior cycle.

[0021] Comprehensively analyze the historical network data transmission index of the carbon inclusive system corresponding to the carbon behavior data related to the electricity keyword in the user's history during the data transmission process, the average ambient temperature of the environment to which it belongs during the historical carbon behavior cycle, the operating duration of each power device during the historical carbon behavior cycle, the carbon emission, and the operating power deviation value to obtain the user's historical electricity carbon behavior index.

[0022] As a further method, the specific analysis process of the user's electricity carbon behavior index is as follows:

[0023] Comprehensively analyze the network data transmission index of the carbon inclusive system, the average allowed operating duration of the power device, the average allowed energy consumption of the power device, the operating duration, energy consumption, average energy efficiency ratio, and load rate of each power device during the carbon behavior cycle to obtain the user's electricity carbon behavior index. The specific analysis method is as follows:

[0024]

[0025] In the formula, cb is the user's electricity carbon behavior index, e is the natural constant, a is the number of each power device, a = 1, 2, 3,..., b, b is the total number of power devices, yc a is the operating duration of the a-th power device during the carbon behavior cycle, Δyc is the average allowed operating duration of the power device, xh ais the energy consumption of the a-th power equipment during the carbon behavior cycle, Δxh is the average allowable energy consumption of the power equipment, fz a is the load factor of the a-th power equipment during the carbon behavior cycle, k1 is the carbon behavior impact index corresponding to the preset load factor unit value in the standard system database, NTP is the network data transmission index of the carbon inclusive system, k2 is the carbon behavior impact index corresponding to the preset network data transmission index unit value in the standard system database, nx a is the average energy efficiency ratio of the a-th power equipment during the carbon behavior cycle, and k3 is the carbon behavior impact index corresponding to the preset average energy efficiency ratio unit value in the standard system database.

[0026] As a further method, it is finally determined whether to store the user's power carbon behavior data in the carbon inclusive system according to the comparison result. The specific comparison process is as follows:

[0027] If the user's power carbon behavior index is less than the user's power carbon behavior index threshold preset in the standard system database, the comparison result is recorded as a high-carbon behavior, and a warning prompt is given for the high-carbon behavior.

[0028] If the user's power carbon behavior index is greater than or equal to the user's power carbon behavior index threshold preset in the standard system database, the comparison result is recorded as a low-carbon behavior, and the user's carbon behavior data is stored in the carbon inclusive system.

[0029] Compared with the prior art, the embodiments of the present invention have at least the following advantages or beneficial effects:

[0030] (1) By obtaining the network data transmission status data to which the user's carbon behavior data belongs during the transmission process in the carbon inclusive system, the present invention can timely discover problems occurring in the data transmission process, ensure the accuracy and integrity of data transmission, and analyze and obtain the network data transmission index of the carbon inclusive system. Comparing the network data transmission index of the carbon inclusive system with the defined value of the network data transmission index of the carbon inclusive system preset in the standard system database helps to pre-warn potential network problems, thereby avoiding data loss caused by network transmission failures. When data transmission anomalies are detected, warning prompts can be issued to remind relevant personnel to take timely measures to reduce the inconvenience caused by data delay or loss.

[0031] (2) By obtaining the user's historical carbon behavior data related to electricity keywords, the present invention can understand the user's electricity consumption habits and carbon emission situation, analyze and obtain the user's historical electricity carbon behavior indicators, providing data support for subsequent user carbon emission reduction reference. Matching the user's historical electricity carbon behavior indicators with the user carbon behavior reference data corresponding to each user's historical electricity carbon behavior indicator interval preset in the standard system database, the user electricity carbon behavior reference data corresponding to the user's historical electricity carbon behavior indicators can be obtained, which can provide a reference carbon emission standard for the user. The user can manage their carbon behavior according to the reference carbon emission standard.

[0032] (3) The present invention obtains the user's electricity carbon behavior data, and comprehensively analyzes it with the user's electricity carbon behavior reference data and the network data transmission indicators of the carbon inclusive system. It can comprehensively evaluate the user's carbon emission situation, consider the impact of data transmission quality on the evaluation result, obtain the user's electricity carbon behavior index, more accurately reflect the user's carbon emission level, and improve the accuracy and scientific nature of carbon behavior evaluation.

[0033] (4) The present invention compares the user's electricity carbon behavior index with the user's electricity carbon behavior index threshold preset in the standard system database, which can determine whether the user's carbon emission level meets the standard, providing a clear carbon emission standard for the user, helping to understand whether the user's performance in carbon emission meets the requirements. Finally, it determines whether to store the user's electricity carbon behavior data in the carbon inclusive system according to the comparison result, ensuring that only the user data that meets the requirements is included in the system, improving the quality and credibility of the data. BRIEF DESCRIPTION OF THE DRAWINGS

[0034] The present invention will be further described with reference to the accompanying drawings. However, the embodiments in the drawings do not constitute any limitation to the present invention. For those of ordinary skill in the art, without creative efforts, other drawings can also be obtained according to the following drawings.

[0035] Figure 1 It is a schematic flowchart of the method of the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0036] Next, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts belong to the scope of protection of the present invention.

[0037] Refer to Figure 1As shown in the figure, the present invention provides a method for constructing a carbon inclusive standard system, including: S1. Transmission anomaly detection system for the network in carbon inclusiveness: The carbon inclusive system collects the carbon-related data associated with the carbon behavior of the user to be analyzed during the carbon behavior cycle, denoted as the user's carbon behavior data. From this, the network data transmission status data to which the user's carbon behavior data in the carbon inclusive system belongs during the transmission process is analyzed to obtain the network data transmission index of the carbon inclusive system, and it is compared with the defined value of the network data transmission index of the carbon inclusive system preset in the standard system database to obtain a comparison result. According to the comparison result, it is determined whether a warning prompt for the data transmission status of the network in the carbon inclusive system is required.

[0038] It should be noted that the above carbon inclusiveness is an innovative voluntary emission reduction mechanism, aiming to quantify and record the emission reduction behaviors of enterprises and the public, and encourage enterprises and users to actively participate in the carbon inclusive mechanism through corresponding incentive policies. The carbon inclusive standard system mainly focuses on the behaviors of small and micro enterprises, community families, and individuals in energy conservation and carbon reduction. Among them, the user's carbon behavior data includes, but is not limited to, low-carbon travel such as walking, cycling, using public transportation, etc., green office such as reducing paper usage, etc., electricity energy usage such as electrical appliance usage, household electricity consumption behavior, etc., waste treatment such as recycling, garbage classification, etc. This application mainly constructs the carbon inclusive standard system through the user's electricity energy usage behavior.

[0039] S2. Historical carbon behavior analysis system: Obtain the user's historical carbon behavior data related to the electricity keyword, analyze to obtain the user's historical electricity carbon behavior index, and match it with the user's carbon behavior reference data corresponding to the preset historical electricity carbon behavior index intervals of each user in the standard system database to obtain the user's electricity carbon behavior reference data corresponding to the user's historical electricity carbon behavior index.

[0040] S3. Carbon behavior analysis system: Denote the carbon behavior data related to the electricity keyword in the user's carbon behavior data as the user's electricity carbon behavior data, and conduct comprehensive analysis with the user's electricity carbon behavior reference data and the network data transmission index of the carbon inclusive system to obtain the user's electricity carbon behavior index.

[0041] It should be noted that both the user's historical carbon behavior data related to the electricity keyword and the user's electricity carbon behavior data are obtained by extracting the electricity keyword from the user's carbon behavior data. The specific process of extracting the electricity keyword is as follows:

[0042] To extract the electricity-related part from the massive user carbon behavior data, it is necessary to first define some "electricity keywords". These keywords include vocabulary related to electricity consumption, such as "electricity consumption", "power consumption", "appliance usage", "electrical energy", etc.; descriptions related to energy efficiency, such as "energy conservation", "low-carbon electricity", "green electricity", etc.; characteristics of electricity sources or equipment, such as "electricity equipment", "LED lighting", "smart meter", etc. In the collected user carbon behavior data, the carbon Huipu system will identify the part containing electricity keywords through natural language processing (NLP) methods. This process is equivalent to "tagging" or "marking" the original user carbon behavior data, and extracting the data related to electricity usage. Thus, the historical carbon behavior data related to electricity keywords of users and the user electricity carbon behavior data can be obtained.

[0043] In this embodiment, both the above-mentioned historical carbon behavior analysis system and the carbon behavior analysis system are carbon Huipu accounting methods and are set as the first-level subsystems in the standard system to achieve systematic management of the carbon Huipu accounting method and ensure the accuracy and consistency of accounting; the historical carbon behavior analysis system in this example can provide important references for the current carbon behavior accounting by obtaining and analyzing the historical carbon behavior data of users related to electricity keywords, thereby improving the accuracy of accounting. The carbon behavior analysis system comprehensively considers the user carbon behavior data, the user electricity carbon behavior reference data, and the network data transmission index, and can more comprehensively reflect the carbon behavior characteristics of users, further improving the accuracy of accounting.

[0044] S4. Carbon behavior storage system: Compare the user electricity carbon behavior index with the user electricity carbon behavior index threshold preset in the standard system database to obtain a comparison result, and finally determine whether to store the user electricity carbon behavior data in the carbon Huipu system according to the comparison result.

[0045] It should be noted that this application describes a method for constructing a carbon Huipu standard system. This method includes a series of steps, including the transmission anomaly detection system of the network in carbon Huipu, the historical carbon behavior analysis system, the carbon behavior analysis system, and the carbon behavior storage system. Through these steps, a standard system capable of evaluating, analyzing, and storing user carbon behavior data is constructed. These steps together constitute the core content of the system construction, and each step is designed to achieve a specific function of the system. Therefore, this application is closely related to the system construction and provides a detailed and operable construction process.

[0046] In this embodiment, the carbon inclusive system is a comprehensive framework that can promote the implementation of carbon inclusion. The carbon inclusive standard system is a specific part of the carbon inclusive system. The carbon inclusive standard system provides a standardized method to process and analyze the user carbon behavior data in the carbon inclusive system. Similarly, the carbon inclusive system also provides a standardized method to process and analyze user carbon behavior data. In the design of the carbon inclusive system, only low-carbon user data is stored. By storing the data of low-carbon users, more users can be encouraged to adopt low-carbon behaviors, thus promoting the implementation of carbon inclusive activities. Storing the data of low-carbon users can optimize the use of resources and avoid storing a large amount of invalid or redundant data. The user carbon behavior data is the core data of the carbon inclusive system. These data can provide feedback on carbon behavior for users. The carbon inclusive system of this application can be applied to multiple scenarios, including but not limited to being part of a smart city for evaluating and managing the carbon behavior of urban residents; being part of enterprise carbon management to help enterprises monitor and manage the carbon behavior of their employees, and the application of photovoltaic power generation equipment, etc.

[0047] Specifically, the network data transmission status data to which the user carbon behavior data in the carbon inclusive system belongs during the transmission process specifically includes the average throughput of the network within the data transmission detection period, the number of user carbon behavior data packets sent by the sending end, the number of user carbon behavior data packets received by the receiving end, the transmission duration of each user carbon behavior data packet, and the number of transmissions of each user carbon behavior data packet.

[0048] It should be explained that the above data transmission detection period is the time period for monitoring the network data transmission status in the carbon inclusive system. During this period, relevant network data transmission data will be collected and analyzed to evaluate the network performance and stability. In this embodiment, the data transmission detection period is randomly arranged according to the actual requirements of data transmission in the carbon inclusive system. The sending end specifically refers to the device or system that generates and sends user carbon behavior data, such as the user's smart meter, smart home device, etc. These devices package the collected user carbon behavior data and send it to the receiving end. The receiving end is specifically the data platform of the carbon inclusive system, which is responsible for receiving the user carbon behavior data packets transmitted from the sending end and performing subsequent processing and storage; each user carbon behavior data packet may contain one or more carbon behavior data records of the user.

[0049] Obtain the memory capacity of each user carbon behavior data packet of the network within the data transmission detection period, and sum them up to obtain the total capacity of the user carbon behavior data packets of the network within the data transmission detection period.

[0050] Perform a ratio processing on the total capacity of the user carbon behavior data packets of the network within the data transmission detection period and the number of user carbon behavior data packets sent by the sending end to obtain the average capacity of the user carbon behavior data packets of the network within the data transmission detection period.

[0051] Subtract the number of user carbon behavior data packets received by the receiving end from the number of user carbon behavior data packets sent by the sending end to obtain the number of data packet losses in the network during the data transmission detection period, and divide it by the number of user carbon behavior data packets sent by the sending end to obtain the data packet loss rate in the network during the data transmission detection period.

[0052] Sum up the transmission durations of each user carbon behavior data packet to obtain the total transmission duration of the user carbon behavior data packets in the network during the data transmission detection period, and perform a ratio process with the number of user carbon behavior data packets sent by the sending end to obtain the average transmission time consumption rate of the user carbon behavior data packets in the network during the data transmission detection period.

[0053] Sum up the transmission times of each user carbon behavior data packet to obtain the total transmission times of the user carbon behavior data packets in the network during the data transmission detection period, and perform a ratio process with the number of user carbon behavior data packets sent by the sending end to obtain the average transmission times of the user carbon behavior data packets in the network during the data transmission detection period.

[0054] Specifically, the specific analysis process of the network data transmission indicators of the carbon commonweal system is as follows:

[0055] Comprehensively analyze the average capacity, data packet loss rate, average transmission times, average transmission time consumption rate, and average throughput of the user carbon behavior data packets in the network during the data transmission detection period to obtain the network data transmission indicators of the carbon commonweal system.

[0056] It should be explained that there is an interactive relationship among the parameters such as the average capacity of the user carbon behavior data packets, the data packet loss rate, the average transmission times of the user carbon behavior data packets, the average transmission time consumption rate of the user carbon behavior data packets, and the average throughput in the network during the data transmission detection period. The larger the average capacity, the more difficulties the data packets may encounter during transmission, resulting in an increase in the data packet loss rate. For the lost data packets during transmission, retransmission is required, resulting in an increase in the average transmission times. Therefore, more time is needed for transmission, resulting in an increase in the transmission time consumption rate. The increase in the transmission time consumption rate will reduce the average throughput of the network because a longer transmission time means less data can be transmitted within the same time.

[0057] The specific analysis method of the network data transmission indicators of the carbon commonweal system is as follows:

[0058]

[0059] Wherein, NTP is the network data transmission index of the carbon inclusive system; e is the natural constant; rl is the average capacity of the user carbon behavior data packets of the network within the data transmission detection period; Δrl is the reference capacity of the user carbon behavior data packets preset in the standard system database; ds is the data packet loss rate of the network within the data transmission detection period; j1 is the transmission impact index corresponding to the unit value of the data packet loss rate preset in the standard system database; cs is the average transmission times of the user carbon behavior data packets of the network within the data transmission detection period; Δcs is the reference transmission times of the user carbon behavior data packets preset in the standard system database; sx is the average transmission time consumption rate of the user carbon behavior data packets of the network within the data transmission detection period; j1 is the transmission impact index corresponding to the unit value of the transmission time consumption rate of the user carbon behavior data packets preset in the standard system database; tl is the average throughput of the network within the data transmission detection period; j2 is the transmission impact index corresponding to the unit value of the average throughput preset in the standard system database.

[0060] It should be noted that the average capacity of the above user carbon behavior data packets refers to the ratio between the total capacity of the user carbon behavior data packets and the number of user carbon behavior data packets sent by the sender. Among them, the total capacity of the user carbon behavior data packets is obtained by summing up the memory capacities of each user carbon behavior data packet. The memory capacity of the user carbon behavior data packet is the packet capacity size information in the header information of the packet obtained by the packet parsing technology, from which the memory capacity of each packet can be obtained; the number of user carbon behavior data packets sent by the sender is obtained by checking the network monitoring log records; the reference capacity of the user carbon behavior data packet preset in the standard system database refers to the capacity standard of the user carbon emission behavior data packet preset in the standard system database; the packet loss rate of the network during the data transmission detection period refers to the ratio between the number of lost packets of the network during the data transmission detection period and the number of user carbon behavior data packets sent by the sender. Among them, the number of lost packets is obtained by subtracting the number of user carbon behavior data packets received by the receiver from the number of user carbon behavior data packets sent by the sender, and the number of user carbon behavior data packets received by the receiver can also be obtained by checking the network monitoring log records; the average number of transmissions of the user carbon behavior data packets of the network during the data transmission detection period refers to the ratio between the total number of transmissions of the user carbon behavior data packets and the number of user carbon behavior data packets sent by the sender. Among them, the total number of transmissions of the user carbon behavior data packets is obtained by summing up the number of transmissions of each user carbon behavior data packet. The number of transmissions of each user carbon behavior data packet can be obtained by tracking the transmission path and status of the packet through the packet tracking technology, from which the number of transmissions of each packet can be obtained; the reference number of transmissions of the user carbon behavior data packet preset in the standard system database refers to the reference value of the number of transmissions of the user carbon behavior data packet; the average transmission time rate of the user carbon behavior data packets of the network during the data transmission detection period refers to the ratio between the total transmission duration of the user carbon behavior data packets and the number of user carbon behavior data packets sent by the sender. The total transmission duration of the user carbon behavior data packets is obtained by summing up the transmission durations of each user carbon behavior data packet. The transmission duration of each user carbon behavior data packet is directly obtained through a network monitoring tool (such as the Wireshark network packet analysis software); the average throughput of the network during the data transmission detection period refers to the ratio between the amount of data successfully transmitted by the network during the data transmission detection period and the time length of the data transmission detection period. The average throughput can be obtained by collecting network traffic data through a network monitoring tool and checking the performance log of the switch to obtain the traffic statistics data of the interface.

[0061] The transmission impact index corresponding to the unit value of the data packet loss rate preset in the standard system database, which represents the degree of influence of the unit value of the data packet loss rate on the network data transmission index of the carbon inclusive system. The standard system database stores the corresponding relationship between the data packet loss rate and its corresponding transmission impact index. For example, when the data packet loss rate is input into the standard system database, the standard system database can match the transmission impact index corresponding to the unit value of the data packet loss rate. At the same time, in this example, its value range is (0, 1).

[0062] The unit value of the transmission time rate of the user's carbon behavior data packet preset in the standard system database, which represents the degree of influence of the unit value of the transmission time rate of the user's carbon behavior data packet on the network data transmission index of the carbon inclusive system. The standard system database stores the corresponding relationship between the unit value of the transmission time rate of the user's carbon behavior data packet and its corresponding transmission impact index. For example, when the transmission time rate of the user's carbon behavior data packet is input into the standard system database, the standard system database can match the unit value of the transmission time rate of the user's carbon behavior data packet. At the same time, in this example, its value range is (0, 1).

[0063] The transmission impact index corresponding to the unit value of the average throughput preset in the standard system database, which represents the degree of influence of the unit value of the average throughput on the network data transmission index of the carbon inclusive system. The standard system database stores the corresponding relationship between the unit value of the average throughput and its corresponding transmission impact index. For example, when the average throughput is input into the standard system database, the standard system database can match the transmission impact index corresponding to the unit value of the average throughput. At the same time, in this example, its value range is (0, 1).

[0064] In this embodiment, if the average capacity of the user's carbon behavior data packet is relatively large or small, that is, when the deviation from the reference capacity of the preset user's carbon behavior data packet is relatively large, it will lead to uneven allocation of data packet transmission resources in the network. Larger data packets will increase the risk of network congestion, resulting in an increase in the data packet loss rate and transmission time; while smaller data packets may increase the number of transmissions, reducing the reliability and efficiency of data transmission; a higher data packet loss rate means that the data packet transmission is incomplete, resulting in the loss or delay of the user's carbon behavior data, affecting the accuracy and timeliness of the data; if the average number of transmissions of the user's carbon behavior data packet is relatively large or small, that is, when the deviation from the reference number of transmissions of the preset user's carbon behavior data packet is relatively large, too many transmissions may mean network congestion or frequent data packet loss and require retransmission; while too few transmissions may indicate that the data is not sent frequently enough, resulting in untimely information update; a higher transmission time rate of the user's carbon behavior data packet means that the data packet takes a longer time to be transmitted in the network, which may lead to data delay or loss; a lower average throughput means that the network has limited processing capacity during the data transmission detection period and cannot efficiently transmit the user's carbon behavior data, resulting in data backlog and increased transmission delay; therefore, by analyzing each parameter in the network data transmission indicators of the carbon neutrality incentive system in detail, problems existing in network transmission can be discovered in a timely manner, and targeted measures can be taken to solve them, so as to improve the efficiency and reliability of network transmission.

[0065] Further, it is determined whether a warning prompt for the data transmission status of the network in the carbon neutrality incentive system needs to be given according to the comparison result. The specific comparison process is as follows:

[0066] If the network data transmission indicator of the carbon neutrality incentive system is less than or equal to the defined value of the network data transmission indicator of the preset carbon neutrality incentive system, the comparison result is recorded as the first comparison result.

[0067] If the network data transmission indicator of the carbon neutrality incentive system is greater than the defined value of the network data transmission indicator of the preset carbon neutrality incentive system, the comparison result is recorded as the second comparison result.

[0068] If the comparison result is the first comparison result, a warning prompt for the data transmission status of the network in the carbon neutrality incentive system is given.

[0069] In this embodiment, the network data transmission index of the carbon inclusive system is compared with the defined value of the network data transmission index of the carbon inclusive system preset in the standard system database. If the network data transmission index of the carbon inclusive system is greater than the preset defined value of the network data transmission index of the carbon inclusive system, the comparison result is recorded as the second comparison result, indicating that the network data transmission condition is good, the overall network data transmission performance is stable and efficient. In this case, the user's carbon behavior data can be directly analyzed because the good data transmission state ensures the integrity and timeliness of the data. If the network data transmission index of the carbon inclusive system is less than or equal to the preset defined value of the network data transmission index of the carbon inclusive system, the comparison result is recorded as the first comparison result, indicating that the network data transmission condition is poor. In this case, a warning prompt for the network data transmission condition in the carbon inclusive system is required. The specific warning prompt can be achieved by popping up a window and sending a warning prompt through the text information in the pop-up window. For example, "The loss rate of carbon behavior data packets is relatively high. Please check the network connection stability and data transmission path to ensure data integrity." and "The network throughput is lower than the standard threshold. Please check the bandwidth usage and network load to ensure the system response speed."

[0070] Specifically, the user's historical carbon behavior data related to electricity keywords specifically includes the average temperature of the environment where the user is located during the historical carbon behavior cycle, the operating duration, energy consumption, average operating current, and average operating voltage of each electrical device during the historical carbon behavior cycle.

[0071] In this embodiment, the above-mentioned electrical devices include but are not limited to generators, such as photovoltaic power generation devices, transformers, air conditioning / cooling devices, lighting devices, such as LED, fluorescent lamps, xenon lamps, etc. The historical carbon behavior cycle refers to a specific time period used to record the carbon emissions and energy consumption of the user's electrical devices. Specifically, the historical carbon behavior cycle can be randomly arranged according to the carbon behavior requirements. In this embodiment, the above-mentioned average environmental temperature refers to the average temperature of the area where the user and each of the user's electrical devices are located during the user's historical electricity carbon behavior cycle. The environmental temperature directly affects the operating efficiency and energy consumption of electrical devices. In a high-temperature environment, the usage frequency of cooling devices such as air conditioners increases, resulting in an increase in energy consumption, which in turn affects carbon emissions. Therefore, monitoring the environmental temperature helps to optimize the device operation strategy. At the same time, the user's electricity consumption habits will vary at different temperatures. For example, in cold winters, the use of heating devices will increase, while in hot summers, the usage frequency of cooling devices is higher.

[0072] Multiply the average operating current of each electrical device during the historical carbon behavior cycle by the average operating voltage of each electrical device during the historical carbon behavior cycle to obtain the average operating power of each electrical device during the historical carbon behavior cycle.

[0073] Multiply the energy consumption of each power equipment during the historical carbon behavior cycle by the carbon emission factor preset in the standard system database to obtain the carbon emissions of each power equipment during the historical carbon behavior cycle.

[0074] Specifically, the analysis process of the user's historical power carbon behavior index is as follows:

[0075] Obtain the historical transmission index of the network data of the carbon inclusive system corresponding to the carbon behavior data related to the user's historical power keywords during the data transmission process.

[0076] In this embodiment, the historical transmission index of the network data of the carbon inclusive system corresponding to the carbon behavior data related to the user's historical power keywords during the data transmission process refers to the data transmission status of the network to which the carbon behavior data related to the user's historical power keywords belongs during the data transmission process of the carbon behavior data related to the user's historical power keywords. It is an index at a different time from the network data transmission index of the above carbon inclusive system. It should be noted that the analysis method of the historical transmission index of the network data of the carbon inclusive system is the same as the analysis method of the network data transmission index of the above carbon inclusive system.

[0077] Perform a difference process on the average operating power of each power equipment during the historical carbon behavior cycle and the reference operating power of each power equipment preset in the standard system database to obtain the operating power deviation value of each power equipment during the historical carbon behavior cycle.

[0078] Comprehensively analyze the historical transmission index of the network data of the carbon inclusive system corresponding to the carbon behavior data related to the user's historical power keywords during the data transmission process, the average ambient temperature during the historical carbon behavior cycle, the operating duration of each power equipment during the historical carbon behavior cycle, the carbon emissions, and the operating power deviation value to obtain the user's historical power carbon behavior index.

[0079] It should be noted that there is a complex correlation among the historical transmission index of the network data of the carbon inclusive system corresponding to the carbon behavior data related to the user's historical power keywords during the data transmission process, the average ambient temperature during the historical carbon behavior cycle, the operating duration of each power equipment during the historical carbon behavior cycle, the carbon emissions, and the operating power deviation value. A lower network data transmission index means the unreliability of the power carbon behavior data during the transmission process, directly affecting the accuracy and timeliness of the power carbon behavior data. In high or low temperature environments, power equipment may require more energy to maintain normal operation, resulting in an increase in carbon emissions. The longer the operating time of the power equipment, the more energy is consumed, and thus the greater the carbon emissions generated. The operating power deviation value reflects the difference between the actual operating power of the power equipment and the rated power or expected power. A larger power deviation will lead to energy waste and an increase in carbon emissions.

[0080] The specific analysis method for the user's historical electricity carbon behavior index is as follows:

[0081]

[0082] In the formula, LC is the user's historical electricity carbon behavior index, e is the natural constant, SNTP is the historical transmission index of network data of the carbon inclusive system, d1 is the historical carbon behavior impact index corresponding to the historical transmission index of network data preset in the standard system database, hw is the average temperature of the environment to which it belongs within the historical carbon behavior cycle, Δhw is the reference temperature of the environment preset in the standard system database, a is the number of each power device, a = 1, 2, 3,..., b, where b is the total number of power devices, yt a is the operating duration of the a-th power device within the historical carbon behavior cycle, Δyt is the reference operating duration preset in the standard system database, tp a is the carbon emission of the a-th power device within the historical carbon behavior cycle, Δtp is the preset carbon emission allowance in the standard system database, gl a is the operating power deviation value of the a-th power device within the historical carbon behavior cycle, and Δgl is the preset allowable deviation value of the operating power in the standard system database.

[0083] It should be explained that the average ambient temperature within the above historical carbon behavior cycle refers to the average of the ambient temperatures at which the power equipment operates during the historical carbon behavior cycle, which is obtained by monitoring the environment through temperature sensors during the historical carbon behavior cycle; the ambient reference temperature preset in the standard system database refers to a preset temperature benchmark value in the standard system database, which is used to compare with the ambient temperature during actual operation to evaluate the impact of the environment on the operating efficiency or carbon emissions of the power equipment; the operating duration of the power equipment within the historical carbon behavior cycle refers to the total actual operating time of the power equipment within the historical carbon behavior cycle, which can be obtained by checking the operating records of the power equipment; the operating reference duration preset in the standard system database refers to a preset benchmark value of the operating duration in the standard system database, which is used to compare with the actual operating duration to evaluate the operating efficiency or carbon emission level of the power equipment; the carbon emissions of the power equipment within the historical carbon behavior cycle refer to the product of the energy consumption of the power equipment within the historical carbon behavior cycle and the carbon emission factor preset in the standard system database. Among them, the energy consumption is obtained by real-time monitoring and recording of the energy consumption of the power equipment through energy metering devices, and thus the energy consumption can be obtained; the carbon emission allowance preset in the standard system database refers to the maximum amount of carbon content that the power equipment is allowed to emit; the operating power deviation value of the power equipment within the historical carbon behavior cycle refers to the difference between the average operating power of the power equipment within the historical carbon behavior cycle and the reference operating power of each power equipment preset in the standard system database. It should be explained that the average operating power is the product of the average operating current and the average operating voltage. The average operating current can be obtained by directly measuring the current value in the power equipment using an ammeter and calculating the mean value of the obtained current values. The average operating voltage is obtained by directly measuring the voltage value of the power equipment using a voltmeter, measuring multiple times within the historical carbon behavior cycle, and recording the voltage value of each measurement, and then calculating the average value of these voltage values to obtain the average operating voltage; the preset allowable operating power deviation value in the standard system database refers to the maximum deviation range between the actual power and the reference power during the operation of the power equipment; the historical carbon behavior impact index corresponding to the historical network data transmission index preset in the standard system database represents an index that reflects the degree of influence of the historical network data transmission index on the user's historical power carbon behavior index. The standard system database stores the corresponding relationship between the historical network data transmission index and its corresponding historical carbon behavior impact index. For example, when the historical network data transmission index is input into the standard system database, the standard system database can match the historical carbon behavior impact index corresponding to the historical network data transmission index. At the same time, in this example, its value range is (0, 1).

[0084] In this embodiment, a lower historical transmission index of network data may indicate problems such as delays, packet losses, or unstable transmissions during the data transmission process, directly resulting in incomplete or distorted carbon behavior data of the user's history related to power keywords, thereby affecting the accurate recording and evaluation of the user's behavior by the carbon inclusive system; when the average ambient temperature within the historical carbon behavior cycle is relatively high or low, that is, when the deviation from the preset ambient reference temperature is relatively large, the extreme change in the average ambient temperature may affect the operating efficiency and energy consumption of power equipment. High temperatures may cause the equipment to overheat, increasing energy consumption and carbon emissions, while low temperatures may cause difficulties in starting the equipment, also increasing energy consumption; when the operating duration of the power equipment within the historical carbon behavior cycle is relatively long, even longer than the preset operating reference duration, it will directly lead to an increase in carbon emissions, thereby resulting in a lower historical power carbon behavior index of the user; when the carbon emissions of the power equipment within the historical carbon behavior cycle are relatively large, even more than the preset carbon emission allowance, the increase in carbon emissions will directly reduce the historical power carbon behavior index of the user; when the operating power deviation value of the power equipment within the historical carbon behavior cycle is relatively large, even larger than the preset operating power allowance deviation value, it means that the operation of the power equipment is unstable or energy inefficient. This unstable or inefficient operating state will increase energy consumption and carbon emissions, thereby reducing the historical power carbon behavior index of the user; therefore, by analyzing the parameters in the historical power carbon behavior index of the user in detail, the historical power carbon behavior of the user can be evaluated more accurately, and problems and deficiencies in the user's energy conservation and emission reduction can be discovered in a timely manner, so as to take targeted measures to improve the energy efficiency and operating stability of the power equipment.

[0085] Furthermore, the user power carbon behavior reference data corresponding to the user's historical power carbon behavior index specifically includes the allowable operating duration of each power equipment and the allowable energy consumption of each power equipment.

[0086] In this embodiment, the user's historical power carbon behavior index is matched with the user carbon behavior reference data corresponding to each user's historical power carbon behavior index interval preset in the standard system database to obtain the user power carbon behavior reference data corresponding to the user's historical power carbon behavior index. The specific matching process is as follows:

[0087] The user's historical power carbon behavior index is matched with the user carbon behavior reference data corresponding to each user's historical power carbon behavior index interval preset in the standard system database, thereby obtaining the user power carbon behavior reference data corresponding to the user's historical power carbon behavior index.

[0088] In a specific embodiment, the user's historical electricity carbon behavior index is 5, and the range of each user's historical electricity carbon behavior index stored in the standard system database is [5, 10). Then, the reference data of the user's electricity carbon behavior corresponding to the range of the user's historical electricity carbon behavior index [5, 10) are that the allowable operation duration of each electrical device is 30 hours, and the allowable energy consumption of each electrical device is 50 kWh.

[0089] Obtain the total number of electrical devices.

[0090] It should be explained that the total number of the above electrical devices is obtained by directly querying the number and relevant information of the electrical devices in the Carbon HP system.

[0091] Sum up the allowable operation durations of each electrical device to obtain the total allowable operation duration of the electrical devices, and perform a ratio process with the total number of electrical devices to obtain the average allowable operation duration of the electrical devices.

[0092] Sum up the allowable energy consumptions of each electrical device to obtain the total allowable energy consumption of the electrical devices, and perform a ratio process with the total number of electrical devices to obtain the average allowable energy consumption of the electrical devices.

[0093] In this embodiment, by matching the user's historical electricity carbon behavior index with the reference data of the user's carbon behavior corresponding to the preset range of each user's historical electricity carbon behavior index in the standard system database, the average allowable operation duration of the electrical devices and the average allowable energy consumption of the electrical devices are finally obtained, which can help users formulate more personalized energy-saving and emission-reduction measures for electrical devices. For example, if the energy consumption of a certain electrical device is much higher than the average level, then improvement suggestions can be put forward for this electrical device or it can be replaced with a more efficient electrical device.

[0094] Specifically, the user's electricity carbon behavior data specifically includes the operation duration, energy consumption, average input voltage, average input current, average output current, average output current, and average operating power of each electrical device during the carbon behavior cycle.

[0095] It should be explained that the above carbon behavior cycle refers to a time period used to evaluate and record the behavior of electrical devices in terms of electricity consumption and carbon emissions, which is a time period formulated according to specific carbon behavior requirements. It should be noted that the carbon behavior cycle is not the same as the above historical carbon behavior cycle.

[0096] Multiply the average input voltage of each electrical device during the carbon behavior cycle by the average input current to obtain the average input power of each electrical device during the carbon behavior cycle.

[0097] Multiply the average output voltage of each power device during the carbon behavior cycle by the average output current to obtain the average output power of each power device during the carbon behavior cycle.

[0098] Divide the average output power of each power device during the carbon behavior cycle by the average input power of each power device during the carbon behavior cycle to obtain the average energy efficiency ratio of each power device during the carbon behavior cycle.

[0099] Perform a ratio process on the average operating power of each power device during the carbon behavior cycle and the reference operating power of each power device preset in the standard system database to obtain the load rate of each power device during the carbon behavior cycle.

[0100] Specifically, for the user's power carbon behavior index, the specific analysis process is as follows:

[0101] Comprehensively analyze the network data transmission index of the carbon inclusion system, the average allowable operating duration of the power device, the average allowable energy consumption of the power device, the operating duration, energy consumption, average energy efficiency ratio, and load rate of each power device during the carbon behavior cycle to obtain the user's power carbon behavior index.

[0102] It should be noted that there are mutual influence relationships among the above parameters such as the network data transmission index, the operating duration, energy consumption, average energy efficiency ratio, and load rate of each power device during the carbon behavior cycle. The network transmission index affects the timeliness and accuracy of data in the carbon inclusion system. Efficient data transmission can ensure that the operating data and energy consumption data of power devices are uploaded to the system in a timely manner, providing a basis for comprehensive analysis and evaluation. If the data transmission efficiency is low or there are delays, it may cause the system to fail to obtain the latest operating and energy consumption data of power devices in a timely manner, thereby affecting the accuracy and timeliness of the user's power carbon behavior index. The operating duration of the power device directly affects its energy consumption. Under the same load and energy efficiency conditions, the longer the device operates, the more energy it consumes. If the operating duration is too long, it will cause negative effects such as overheating and increased wear of the device, thereby reducing the energy efficiency ratio. When the load rate increases, if the device can maintain a high energy efficiency ratio, the energy consumption will also increase accordingly. However, if the load rate is too high and exceeds the bearing capacity of the device, it may cause the energy efficiency of the device to decline, thereby increasing the energy consumption.

[0103] The specific analysis method for the user's power carbon behavior index is as follows:

[0104]

[0105] In the formula, cb is the user's power carbon behavior index, e is the natural constant, a is the number of each power device, a = 1, 2, 3,..., b, b is the total number of power devices, yc ais the operating duration of the a-th power device within the carbon behavior cycle, Δyc is the average allowable operating duration of the power device, xh a is the energy consumption of the a-th power device within the carbon behavior cycle, Δxh is the average allowable energy consumption of the power device, fz a is the load factor of the a-th power device within the carbon behavior cycle, k1 is the carbon behavior impact index corresponding to the preset load factor unit value in the standard system database, NTP is the network data transmission index of the carbon inclusive system, k2 is the carbon behavior impact index corresponding to the preset network data transmission index unit value in the standard system database, nx a The average energy efficiency ratio of the a-th power device within the carbon behavior cycle, k3 is the carbon behavior impact index corresponding to the preset average energy efficiency ratio unit value in the standard system database.

[0106] It should be noted that the operating duration of the above-mentioned power equipment within the carbon behavior cycle refers to the total actual operating time of the power equipment within the carbon behavior cycle, which can be obtained by checking the operating records of the power equipment; the average allowable operating duration of the power equipment preset in the standard system database refers to the average continuous operating time allowed for the power equipment under normal operating conditions preset in the standard system database; the energy consumption of the power equipment within the carbon behavior cycle refers to the amount of energy consumed by the power equipment within the carbon behavior cycle, which can be obtained by using energy metering equipment to monitor and record the energy consumption of the power equipment in real time; the average allowable energy consumption of the power equipment refers to the average energy consumption allowed for the power equipment under normal operating conditions; the load factor of the power equipment within the carbon behavior cycle is the ratio of the average operating power of the power equipment within the carbon behavior cycle to the reference operating power of each power equipment preset in the standard system database. The average operating power is obtained by installing an electric energy metering device at the input or output end of the power equipment to monitor and record the electric energy consumed by the equipment during operation in real time. After the carbon behavior cycle ends, the total electric energy consumed by the equipment is read from the electric energy metering device, and the total electric energy is divided by the total duration of this time period to obtain the average operating power; the average energy efficiency ratio of the power equipment within the carbon behavior cycle is the ratio of the average output power to the average input power. Among them, the average input power is obtained by multiplying the average input voltage by the average input current. The average input voltage is obtained by installing a voltage sensor at the input end of the power equipment to monitor the input voltage. During the carbon behavior cycle, the monitored voltage data is averaged to obtain the average input voltage. The average input current is obtained by installing a current sensor at the input end of the power equipment to monitor the input current in real time. During the carbon behavior cycle, the monitored current data is averaged to obtain the average input current; the average output power is obtained by multiplying the average output voltage by the average output current. The average output voltage is obtained by installing a voltage sensor at the output end of the power equipment to monitor the output voltage in real time. During the carbon behavior cycle, the monitored voltage data is averaged to obtain the average output voltage. The average output current is obtained by installing a current sensor at the output end of the power equipment to monitor the output current in real time. During the carbon behavior cycle, the monitored current data is averaged to obtain the average output current.

[0107] The carbon behavior impact index corresponding to the unit value of the load factor preset in the standard system database, which represents the degree of influence of the unit value of the load factor on the user's power carbon behavior index. The standard system database stores the corresponding relationship between the unit value of the load factor and its corresponding carbon behavior impact index. For example, when the unit value of the load factor is input into the standard system database, the standard system database can match the carbon behavior impact index corresponding to the unit value of the load factor. At the same time, in this example, its value range is (0, 1).

[0108] The carbon behavior impact index corresponding to the preset network data transmission index unit value in the standard system database, which represents the degree of influence of the network data transmission index unit value on the user's electricity carbon behavior index. The standard system database stores the corresponding relationship between the network data transmission index and its corresponding carbon behavior impact index. For example, when a negative network data transmission index is input into the standard system database, the standard system database can match the carbon behavior impact index corresponding to the network data transmission index. At the same time, in this example, its value range is (0, 1).

[0109] The carbon behavior impact index corresponding to the preset average energy efficiency ratio unit value in the standard system database, which represents the degree of influence of the average energy efficiency ratio unit value on the user's electricity carbon behavior index. The standard system database stores the corresponding relationship between the average energy efficiency ratio unit value and its corresponding carbon behavior impact index. For example, when the average energy efficiency ratio unit value is input into the standard system database, the standard system database can match the carbon behavior impact index corresponding to the average energy efficiency ratio unit value. At the same time, in this example, its value range is (0, 1).

[0110] In this embodiment, when the operating duration of the power equipment during the carbon behavior cycle is relatively long, even greater than the preset average allowable operating duration of the power equipment, it usually means that the equipment may be in an overused state, increasing the wear and aging speed of the equipment, and at the same time may also lead to unnecessary energy consumption; when the energy consumption of the power equipment during the carbon behavior cycle is relatively large, even greater than the preset average allowable energy consumption of the power equipment, this directly increases the carbon emissions. Therefore, this high energy consumption will reduce the user's electricity carbon behavior index; when the load rate of the power equipment during the carbon behavior cycle is relatively high, it indicates that the equipment is in a high-load operation state for a long time. High-load operation not only increases the energy consumption of the equipment but also may reduce the energy efficiency of the equipment; when the network data transmission index of the carbon inclusive system is relatively low, it means that the data transmission efficiency is low, and there may be problems such as delays or losses during the data transmission process, which will affect the overall performance of the carbon inclusive system, thus leading to a reduction in the user's electricity carbon behavior index. At the same time, because of the poor data transmission, users cannot obtain energy usage information in a timely manner; when the average energy efficiency ratio of the power equipment during the carbon behavior cycle is relatively low, it indicates that the equipment has a low efficiency in converting the input energy into useful output. Low energy efficiency will lead to an increase in energy consumption. Therefore, through a detailed analysis of each parameter in the user's electricity carbon behavior index, users can be guided to optimize their energy usage strategies, improve energy usage efficiency, reduce unnecessary energy consumption, and at the same time encourage users to adopt more environmentally friendly and energy-saving energy usage methods, thus promoting the realization of the energy conservation and emission reduction goals.

[0111] Specifically, it is finally determined whether to store the user's electricity carbon behavior data in the carbon inclusive system according to the comparison result. The specific comparison process is as follows:

[0112] If the user's electricity carbon behavior index is less than the user's electricity carbon behavior index threshold preset in the standard system database, the comparison result will be recorded as high-carbon behavior, and an early warning prompt will be issued for the high-carbon behavior.

[0113] In this embodiment, the user's power carbon behavior index is compared with the user's power carbon behavior index threshold preset in the standard system database. When the user's power carbon behavior index is less than the user's power carbon behavior index threshold preset in the standard system database, it means that the user's power usage pattern is less environmentally friendly than the standard state. In other words, the user's power behavior leads to more carbon emissions, which is not conducive to energy conservation and emission reduction and environmental protection. Therefore, this comparison result is recorded as high-carbon behavior, and an early warning prompt is issued for the high-carbon behavior. The specific early warning prompt can be achieved by sending a text message to the user to remind him that the carbon behavior index is too high, and provide suggestions or measures for energy conservation and emission reduction, such as promptly turning off unused electrical appliances and lamps to reduce standby power consumption.

[0114] If the user's electricity carbon behavior index is greater than or equal to the user's electricity carbon behavior index threshold preset in the standard system database, the comparison result will be recorded as low-carbon behavior, and the user's carbon behavior data will be stored in the carbon credit system.

[0115] It needs to be explained that when the user's electricity carbon behavior index is greater than or equal to the user's electricity carbon behavior index threshold preset in the standard system database, the user's electricity usage pattern is more environmentally friendly and low-carbon than the standard. In other words, the user's electricity consumption behavior performs well in energy conservation, emission reduction and environmental protection, and the carbon emissions are relatively low. At this time, recording the comparison result as "low-carbon behavior" is a positive affirmation of the user's active practice of energy conservation, emission reduction and carbon emission reduction. At the same time, storing the user's carbon behavior data in the carbon credit system is to further encourage users to maintain and optimize this low-carbon behavior, and also provide data support for the improvement and development of the carbon credit system.

[0116] The above contents are merely examples and explanations of the structure of the present invention. The technicians in this technical field may make various modifications or additions to the specific embodiments described or replace them in a similar manner. As long as they do not deviate from the structure of the invention or exceed the scope defined in this specification, they should all fall within the protection scope of the present invention.

Claims

1. A method for constructing a carbon inclusive standard system, characterized in that, Including: S1. Transmission anomaly detection system for the network in the carbon inclusive system: The carbon inclusive system collects the carbon-related data during the carbon behavior cycle of the user to be analyzed, which is recorded as user carbon behavior data. Then, it analyzes the network data transmission status data to which the user carbon behavior data in the carbon inclusive system belongs during the transmission process, obtains the network data transmission indicators of the carbon inclusive system, and compares them with the defined values of the network data transmission indicators of the carbon inclusive system preset in the standard system database to obtain a comparison result. According to the comparison result, it determines whether to give a warning prompt for the data transmission status of the network in the carbon inclusive system; S2. Historical carbon behavior analysis system: Obtain the carbon behavior data of the user related to the electricity keyword in history, analyze to obtain the user's historical electricity carbon behavior indicators, and match them with the user carbon behavior reference data corresponding to the preset intervals of each user's historical electricity carbon behavior indicators in the standard system database to obtain the user electricity carbon behavior reference data corresponding to the user's historical electricity carbon behavior indicators; S3. Carbon behavior analysis system: Denote the carbon behavior data related to the electricity keyword in the user carbon behavior data as user electricity carbon behavior data, and conduct comprehensive analysis with the user electricity carbon behavior reference data and the network data transmission indicators of the carbon inclusive system to obtain the user electricity carbon behavior index; S4. Carbon behavior storage system: Compare the user electricity carbon behavior index with the threshold of the user electricity carbon behavior index preset in the standard system database to obtain a comparison result, and finally determine whether to store the user electricity carbon behavior data in the carbon inclusive system according to the comparison result; The specific analysis method of the user's historical electricity carbon behavior indicator is: Where, LC is the user's historical electricity carbon behavior index, e is the natural constant, SNTP is the network data historical transmission index of the carbon inclusive system, d1 is the historical carbon behavior impact index corresponding to the network data historical transmission index preset in the standard system database, hw is the average temperature of the environment to which the historical carbon behavior cycle belongs, Δhw is the environmental reference temperature preset in the standard system database, a is the number of each power equipment, a = 1, 2, 3,..., b, and b is the total number of power equipment, yt a is the operating duration of the a-th power equipment in the historical carbon behavior cycle, and Δyt is the operating reference duration preset in the standard system database, tp a is the carbon emission of the a-th power equipment in the historical carbon behavior cycle, and Δtp is the carbon emission allowance preset in the standard system database, gl a is the operating power deviation value of the a-th power equipment in the historical carbon behavior cycle, and Δgl is the operating power allowance deviation value preset in the standard system database; The specific analysis method of the user's electricity carbon behavior index is: Wherein, cb is the user's electricity carbon behavior index, e is the natural constant, a is the number of each power device, a = 1, 2, 3,..., b, b is the total number of power devices, yc a is the operating duration of the a-th power device within the carbon behavior cycle, Δyc is the average allowable operating duration of the power device, xh a is the energy consumption of the a-th power device within the carbon behavior cycle, Δxh is the average allowable energy consumption of the power device, fz a is the load factor of the a-th power device within the carbon behavior cycle, k1 is the carbon behavior impact index corresponding to the preset load factor unit value in the standard system database, NTP is the network data transmission index of the carbon inclusive system, k2 is the carbon behavior impact index corresponding to the preset network data transmission index unit value in the standard system database, nx a is the average energy efficiency ratio of the a-th power device within the carbon behavior cycle, k3 is the carbon behavior impact index corresponding to the preset average energy efficiency ratio unit value in the standard system database.

2. The construction method of a carbon inclusive standard system according to claim 1, characterized in that: The network data transmission status data to which the user carbon behavior data in the carbon inclusive system belongs during the transmission process specifically includes the average throughput of the network during the data transmission detection period, the number of user carbon behavior data packets sent by the sending end, the number of user carbon behavior data packets received by the receiving end, the transmission duration of each user carbon behavior data packet, and the number of transmissions of each user carbon behavior data packet; Obtain the memory capacity of each user carbon behavior data packet of the network during the data transmission detection period, and sum them up to obtain the total capacity of the user carbon behavior data packets of the network during the data transmission detection period; Perform a ratio process on the total capacity of the user carbon behavior data packets of the network during the data transmission detection period and the number of user carbon behavior data packets sent by the sending end to obtain the average capacity of the user carbon behavior data packets of the network during the data transmission detection period; Subtract the number of user carbon behavior data packets received by the receiving end from the number of user carbon behavior data packets sent by the sending end to obtain the number of packet losses of the network during the data transmission detection period, and divide it by the number of user carbon behavior data packets sent by the sending end to obtain the packet loss rate of the network during the data transmission detection period; Sum up the transmission durations of the carbon behavior data packets of each user to obtain the total transmission duration of the carbon behavior data packets of users in the network during the data transmission detection period, and perform a ratio process with the number of carbon behavior data packets of users sent by the sender to obtain the average transmission time-consuming rate of the carbon behavior data packets of users in the network during the data transmission detection period; Sum up the transmission times of the carbon behavior data packets of each user to obtain the total transmission times of the carbon behavior data packets of users in the network during the data transmission detection period, and perform a ratio process with the number of carbon behavior data packets of users sent by the sender to obtain the average transmission times of the carbon behavior data packets of users in the network during the data transmission detection period.

3. The construction method of a carbon inclusive standard system according to claim 2, characterized in that: The specific analysis process of the network data transmission indicators of the carbon inclusive system is as follows: Comprehensively analyze the average capacity of the carbon behavior data packets of users in the network during the data transmission detection period, the packet loss rate, the average transmission times of the carbon behavior data packets of users, the average transmission time-consuming rate of the carbon behavior data packets of users, and the average throughput to obtain the network data transmission indicators of the carbon inclusive system.

4. The construction method of a carbon inclusive standard system according to claim 1, characterized in that: The specific comparison process for determining whether to give a warning prompt for the data transmission status of the network in the carbon inclusive system according to the comparison result is as follows: If the network data transmission indicators of the carbon inclusive system are less than or equal to the defined value of the network data transmission indicators of the preset carbon inclusive system, and record the comparison result as the first comparison result; If the network data transmission indicators of the carbon inclusive system are greater than the defined value of the network data transmission indicators of the preset carbon inclusive system, then record the comparison result as the second comparison result; If the comparison result is the first comparison result, give a warning prompt for the data transmission status of the network in the carbon inclusive system.

5. The construction method of a carbon inclusive standard system according to claim 1, characterized in that: The historical carbon behavior data of the user related to the electricity keyword specifically includes the average temperature of the environment to which it belongs during the historical carbon behavior period, the running duration, energy consumption, average running current, and average running voltage of each electrical equipment during the historical carbon behavior period; Multiply the average running current of each electrical equipment during the historical carbon behavior period by the average running voltage of each electrical equipment during the historical carbon behavior period to obtain the average running power of each electrical equipment during the historical carbon behavior period; Multiply the energy consumption of each electrical equipment during the historical carbon behavior period by the carbon emission factor preset in the standard system database to obtain the carbon emissions of each electrical equipment during the historical carbon behavior period.

6. The construction method of a carbon inclusive standard system according to claim 5, characterized in that: The specific analysis process of the user's historical electricity carbon behavior indicators is as follows: Obtain the historical transmission indicators of the network data of the carbon inclusive system corresponding to the historical carbon behavior data of the user related to the electricity keyword during the data transmission process; Perform a difference process on the average running power of each electrical equipment during the historical carbon behavior period and the reference running power of each electrical equipment preset in the standard system database to obtain the running power deviation value of each electrical equipment during the historical carbon behavior period; Comprehensively analyze the network data historical transmission indicators of the carbon inclusion system corresponding to the carbon behavior data related to the user history and power keywords, the average ambient temperature of the environment to which it belongs within the historical carbon behavior cycle, the operating duration, carbon emissions, and operating power deviation values of each power device within the historical carbon behavior cycle to obtain the user historical power carbon behavior indicators.

7. The construction method of a carbon inclusive standard system according to claim 1, characterized in that: The user power carbon behavior reference data corresponding to the user historical power carbon behavior indicators specifically includes the allowable operating duration of each power device and the allowable energy consumption of each power device. Obtain the total number of power devices. Sum up the allowable operating durations of each power device to obtain the total allowable operating duration of the power devices, and perform a ratio process with the total number of power devices to obtain the average allowable operating duration of the power devices. Sum up the allowable energy consumptions of each power device to obtain the total allowable energy consumption of the power devices, and perform a ratio process with the total number of power devices to obtain the average allowable energy consumption of the power devices.

8. The construction method of a carbon inclusive standard system according to claim 1, characterized in that: The user power carbon behavior data specifically includes the operating duration, energy consumption, average input voltage, average input current, average output current, average output current, and average operating power of each power device within the carbon behavior cycle. Multiply the average input voltage of each power device within the carbon behavior cycle by the average input current to obtain the average input power of each power device within the carbon behavior cycle. Multiply the average output voltage of each power device within the carbon behavior cycle by the average output current to obtain the average output power of each power device within the carbon behavior cycle. Divide the average output power of each power device within the carbon behavior cycle by the average input power of each power device within the carbon behavior cycle to obtain the average energy efficiency ratio of each power device within the carbon behavior cycle. Perform a ratio process on the average operating power of each power device within the carbon behavior cycle and the reference operating power of each power device preset in the standard system database to obtain the load rate of each power device within the carbon behavior cycle.

9. The construction method of a carbon inclusive standard system according to claim 8, characterized in that: The specific analysis process of the user power carbon behavior index is as follows: Comprehensively analyze the network data transmission indicators of the carbon inclusion system, the average allowable operating duration of the power devices, the average allowable energy consumption of the power devices, the operating duration, energy consumption, average energy efficiency ratio, and load rate of each power device within the carbon behavior cycle to obtain the user power carbon behavior index.

10. The construction method of a carbon inclusive standard system according to claim 1, characterized in that: Specifically, the comparison process for finally determining whether to store the user power carbon behavior data in the carbon inclusion system according to the comparison result is as follows: If the user power carbon behavior index is less than the user power carbon behavior index threshold preset in the standard system database, record the comparison result as a high-carbon behavior and give a warning prompt for the high-carbon behavior. If the user power carbon behavior index is greater than or equal to the user power carbon behavior index threshold preset in the standard system database, record the comparison result as a low-carbon behavior and store the user carbon behavior data in the carbon inclusion system.

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