A data analysis and processing method and system based on a data interaction platform

Abstract

This invention discloses a data analysis and processing method and system based on a data interaction platform, belonging to the field of data analysis and processing technology. The method includes analyzing and processing historical order information of charging piles to obtain the real-time charging power of the charging piles; analyzing and calculating the real-time charging power of the charging piles to obtain the charging power offset; and analyzing and processing the charging power offset to determine the abnormal charging pile number. This invention first determines the real-time charging power of the charging piles by analyzing historical order information. Then, it calculates the charging power offset using the charging pile's manufacturer's manual and the real-time charging power. Finally, it comprehensively analyzes the charging power offset and charging duration to determine whether there are any abnormalities during charging, thus avoiding the need for maintenance personnel to regularly inspect the charging piles and reducing their workload.

Description

Technical Field

[0001] This invention relates to the field of data analysis and processing technology, specifically to a data analysis and processing method and system based on a data interaction platform. Background Technology

[0002] A charging pile is a charging device that provides charging services for electric vehicles.

[0003] Charging stations are mainly divided into ground-mounted and wall-mounted charging stations, primarily using time-based, energy-based, and cost-based charging methods. Charging stations can be fixed to the ground or walls and installed in public buildings (public buildings, shopping malls, public parking lots, etc.) and residential parking lots or charging stations. They can charge various models of electric vehicles according to different voltage levels. The input end of the charging station is directly connected to the AC power grid, and the output end is equipped with a charging plug for charging electric vehicles. Most charging stations are public charging stations, generally providing both regular charging and fast charging methods. Users can use a specific charging card to swipe on the human-machine interface provided by the charging station to perform operations such as selecting the charging method, charging time, and printing cost data. The charging station's display screen shows data such as charging amount, cost, and charging time.

[0004] Historical order data for charging stations can reflect their status. However, existing charging stations are only inspected manually on a regular basis to identify abnormal conditions. There is no management and analysis of historical order data to determine the status of charging stations, which increases the workload of maintenance personnel. Summary of the Invention

[0005] To address the aforementioned technical problems, this paper provides a data analysis and processing method and system based on a data interaction platform. This technical solution solves the problem mentioned in the background that existing charging piles rely on manual periodic inspections to determine their abnormal status, without managing and analyzing historical order data to determine the status of the charging piles, thus increasing the workload of maintenance personnel.

[0006] To achieve the above objectives, the technical solution adopted by the present invention is as follows: A data analysis and processing method based on a data interaction platform includes: Based on the back-end management terminal, the data to be processed is analyzed and processed to obtain the real-time charging power of the charging pile; the data to be processed is specifically the data to be processed of the charging pile. Based on the back-end management terminal, the real-time charging power of the charging pile is analyzed and calculated to obtain the charging power offset of the charging pile. Based on the back-end management terminal, the charging power offset of the charging pile is analyzed and processed to determine the abnormal charging pile number. Based on the back-end management terminal, the historical order information and abnormal charging pile numbers of the charging piles are comprehensively analyzed to determine the charging pile numbers that need to be maintained.

[0007] Preferably, the step of analyzing and processing the data to be processed based on the back-end management terminal to obtain the real-time charging power of the charging pile specifically includes the following steps: Based on the back-end management terminal, a data transmission request is sent to the data interaction platform to obtain the charging pile's pending data; Based on the back-end management terminal, the data to be processed by the charging pile is analyzed and processed to determine the real-time charging power of the charging pile.

[0008] Preferably, the step of sending a data transmission request to the data interaction platform based on the backend management terminal to obtain the data to be processed from the charging pile specifically includes the following steps: The back-end management terminal establishes a communication connection with the data interaction platform and determines the communication channel according to the communication protocol of the data interaction platform; The back-end management terminal generates data transmission instructions based on the charging pile, and sends the data transmission instructions to the data interaction platform according to the communication channel. The data interaction platform retrieves information from the root directory of the data interaction platform based on the charging pile as a feature, and determines the location of the charging pile's data to be processed. The data interaction platform extracts data based on the location of the charging pile's data to be processed, and obtains the data to be processed from the charging pile. The data interaction platform transmits the charging pile's data to be processed to the back-end management terminal via the communication channel.

[0009] Preferably, the step of analyzing and processing the data to be processed by the charging pile based on the background management terminal to determine the real-time charging power of the charging pile specifically includes the following steps: Based on the back-end management terminal, the data to be processed of the charging piles is extracted and processed to obtain the historical order information of the charging piles. The back-end management terminal categorizes and processes the historical order information of charging piles according to their numbers, and obtains the historical order information of charging piles with specific numbers. The back-end management terminal uses time as a feature to iterate through the historical order information of numbered charging piles and obtain the latest completed charging pile order information; Based on the back-end management terminal, the latest completed charging pile order information is extracted and processed to obtain the real-time charging power of the charging pile; The specific calculation formula for obtaining the real-time charging power of the charging pile is as follows: ; In the formula, The real-time charging power of the charging pile; denoted as , where is the charging power of the charging pile at different times; and 'n' is the number of charging piles at different times.

[0010] Preferably, the step of analyzing and calculating the real-time charging power of the charging pile based on the back-end management terminal to obtain the charging power offset of the charging pile specifically includes the following steps: The back-end management terminal sends data transmission instructions to the data interaction platform through the communication channel; The data interaction platform retrieves information from the root directory of the data interaction platform based on the charging pile number to determine the location of the manufacturer's instruction manual for the charging pile with that number. The data interaction platform extracts data based on the location of the manufacturer's instruction manual for the numbered charging pile, and obtains the manufacturer's instruction manual for the numbered charging pile. The data interaction platform transmits the manufacturer's instruction manual for the numbered charging pile to the back-end management terminal via the communication channel. Based on the back-end management terminal, information is retrieved from the manufacturer's manual of the numbered charging pile to obtain the initial charging power of the charging pile. Based on the back-end management terminal, the real-time charging power and the initial charging power of the charging pile are calculated and processed to obtain the charging power offset of the charging pile. The charging power offset of the charging pile corresponds one-to-one with the charging pile number.

[0011] Preferably, the step of analyzing and processing the charging power offset of the charging pile based on the background management terminal to determine the abnormal charging pile number specifically includes the following steps: The back-end management terminal constructs a Cartesian coordinate system based on the charging pile number and the charging power offset of the charging pile to obtain a power coordinate system; wherein, the charging pile number is used as a parameter to construct the X-axis, and the charging power offset of the charging pile is used as a parameter to construct the Y-axis. The back-end management terminal plots the charging pile number and the charging power offset of the charging pile in the power coordinate system to obtain the charging power deviation coordinate point; wherein, the specific form of the charging power deviation coordinate point is (charging pile number, charging power offset). Based on the back-end management terminal, the factory manual of the numbered charging pile is analyzed and processed to identify abnormal power lines. Based on the back-end management terminal, the system judges and processes the deviation of charging power from the coordinate point and the abnormal power straight line. If the charging power deviates from the coordinate point and is located above the power anomaly line, record the charging pile number and set the charging pile number as the abnormal charging pile number. If the charging power deviates from the coordinate point and is located below the power anomaly line, the charging station is charging normally and the charging station number is not recorded.

[0012] Preferably, the step of analyzing and processing the factory manual of the numbered charging pile based on the background management terminal to determine the abnormal power line specifically includes the following steps: Based on the back-end management terminal, information retrieval and processing are performed on the factory manual of the numbered charging pile to obtain the abnormal power value of the charging pile. Based on the back-end management terminal, the difference between the abnormal power value of the charging pile and the initial charging power of the charging pile is calculated to obtain the abnormal power offset. The backend management terminal draws a line in the power coordinate system based on the abnormal power offset to obtain the power anomaly line.

[0013] Preferably, the step of comprehensively analyzing the historical order information and abnormal charging pile numbers based on the back-end management terminal to determine the charging pile number to be maintained specifically includes the following steps: The back-end management terminal matches the information from the manufacturer's manual of the numbered charging pile with the abnormal power value of the charging pile to obtain the duration of the abnormal charging. The back-end management terminal filters the historical order information of the abnormal charging piles based on the abnormal charging pile number to obtain the historical order information of the abnormal charging piles; Based on the back-end management terminal, the historical order information of abnormal charging piles is calculated and processed to obtain the charging time of abnormal charging piles; Based on the back-end management terminal, the abnormal charging duration and the charging duration of abnormal charging piles are judged; If the abnormal charging duration is less than or equal to the abnormal charging pile duration, the abnormal charging pile is considered to be aging normally. If the abnormal charging duration exceeds the charging duration of the abnormal charging pile, the charging pile is abnormally aged, and the abnormally aged charging pile number is set as the charging pile number to be maintained.

[0014] Furthermore, a data analysis and processing system based on a data interaction platform is proposed to implement the data analysis and processing method based on the data interaction platform described above, including: The back-end management terminal is used to control various modules and enable normal data transmission and information interaction between the modules. A data interaction platform, which is used to store historical order information of charging piles and factory manuals of charging piles; The communication module is used to realize information interaction between the data interaction platform and the back-end management terminal; The data retrieval module is used to retrieve various data to determine the location of historical order information for charging piles and the location of the manufacturer's instruction manual for numbered charging piles. The data extraction module extracts data from the data interaction platform based on the location of the charging pile's historical order information and the location of the charging pile's manufacturer's manual, thereby obtaining the charging pile's historical order information and the charging pile's manufacturer's manual. The data calculation module calculates the real-time charging power of the charging pile based on the charging power of the charging pile at different times and the number of charging piles at different times. The data calculation module calculates the difference between the abnormal power value of the charging pile and the initial charging power of the charging pile to obtain the abnormal power offset. The coordinate system construction module draws in the power coordinate system based on the charging pile number and the charging power offset of the charging pile, and obtains the charging power deviation coordinate point and the power abnormality line; The data analysis module analyzes the charging power deviation coordinate points and the power anomaly straight line to determine the abnormal charging pile number; The comparison and judgment module determines the number of the charging pile to be maintained by comparing the abnormal charging duration with the abnormal charging pile duration.

[0015] Furthermore, an electronic device is provided. This electronic device includes at least one processor; and a memory communicatively connected to the at least one processor; the memory stores instructions executable by the at least one processor, which, when executed by the at least one processor, enable the at least one processor to perform a data analysis and processing method based on a data interaction platform.

[0016] Compared with the prior art, the present invention provides a data analysis and processing method and system based on a data interaction platform, which has the following beneficial effects: This invention first analyzes the historical order information of charging piles to determine the real-time charging power of the charging piles. Then, it calculates the charging power deviation of the charging piles by using the charging pile's manufacturer's manual and the real-time charging power. Finally, it comprehensively analyzes the charging power deviation and the charging time of the charging piles to determine whether there are any abnormalities during charging. This avoids the need for maintenance personnel to regularly inspect the charging piles and reduces their workload. Attached Figure Description

[0017] Figure 1 This is a flowchart illustrating steps S100-S400 in a data analysis and processing method based on a data interaction platform proposed in this invention. Figure 2 This is a structural block diagram of a data analysis and processing system based on a data interaction platform proposed in this invention; Figure 3 A block diagram of an exemplary electronic device capable of implementing embodiments of the present invention is shown; Among them, 900 is an electronic device, 901 is a computing unit, 902 is a ROM, 903 is a RAM, 904 is a bus, 905 is an I / O interface, 906 is an input unit, 907 is an output unit, 908 is a storage unit, and 909 is a communication unit. Detailed Implementation

[0018] The following description is intended to disclose the invention and enable those skilled in the art to implement it. The preferred embodiments described below are merely examples, and other obvious variations will occur to those skilled in the art.

[0019] Reference Figure 1 As shown, a data analysis and processing method based on a data interaction platform includes: S100. Based on the back-end management terminal, analyze and process the data to be processed to obtain the real-time charging power of the charging pile; the data to be processed is specifically the data to be processed of the charging pile. S200: Based on the back-end management terminal, analyze and calculate the real-time charging power of the charging pile to obtain the charging power offset of the charging pile. S300: Based on the back-end management terminal, analyze and process the charging power offset of the charging pile to determine the abnormal charging pile number. S400: Based on the back-end management terminal, it comprehensively analyzes the historical order information and abnormal charging pile numbers of charging piles to determine the charging pile number to be maintained. Those skilled in the art will understand that when a charging pile malfunctions, the charging power will decrease. However, a decrease in charging power does not necessarily indicate a malfunction in the charging pile. This is because prolonged use of a charging pile can cause the internal electronic components to age. Therefore, it is necessary to analyze the historical order information of the charging pile to determine the charging power deviation. By analyzing the charging power deviation and the charging duration, it can be determined whether the abnormal charging power is caused by the aging of the internal electronic components or by an internal malfunction. Thus, by managing and analyzing the historical order data of the charging pile, the location of the malfunctioning charging pile can be identified, enabling maintenance personnel to perform maintenance on it, avoiding the need for regular maintenance and reducing the workload of maintenance personnel.

[0020] Example 1 S100. Based on the back-end management terminal, the data to be processed is analyzed and processed to obtain the real-time charging power of the charging pile. The specific steps include the following: S101. Based on the back-end management terminal, send a data transmission request to the data interaction platform to obtain the charging pile's pending data; S102. Based on the back-end management terminal, perform data analysis and processing on the data to be processed of the charging pile to determine the real-time charging power of the charging pile. Specifically, S101, based on the back-end management terminal, sends a data transmission request to the data interaction platform to obtain the data to be processed from the charging pile, including the following steps: S1011. The back-end management terminal establishes a communication connection with the data interaction platform according to the communication protocol of the data interaction platform and determines the communication channel; S1012, The back-end management terminal generates a data transmission instruction based on the charging pile, and sends the data transmission instruction to the data interaction platform according to the communication channel; S1013. The data interaction platform retrieves information from the root directory of the data interaction platform based on the charging pile as a feature, and determines the location of the charging pile's data to be processed. S1014. The data interaction platform extracts data based on the location of the data to be processed from the charging pile, and obtains the data to be processed from the charging pile. S1015. The data interaction platform transmits the charging pile's data to be processed to the back-end management terminal according to the communication channel. In this embodiment, all relevant data of the charging piles are stored in the data interaction platform. When it is necessary to analyze the status of the charging piles, it is only necessary to call the data interaction platform. Therefore, the back-end management terminal only needs to establish a communication connection with the data interaction platform according to the communication protocol of the data interaction platform and determine the communication channel. Finally, the data interaction platform and the back-end management terminal transmit data through the communication channel. Since there is too much data of the charging piles, in order to retrieve the required data more quickly, the root directory of the data interaction platform is searched. Since the relevant data of the charging piles is stored according to the directory, the location of the data to be processed of the charging pile can be determined through this retrieval method.

[0021] Specifically, S102, based on the back-end management terminal, performs data analysis and processing on the data to be processed of the charging pile to determine the real-time charging power of the charging pile, including the following steps: S1021. Based on the back-end management terminal, extract and process the data to be processed of the charging piles to obtain the historical order information of the charging piles. S1022. The back-end management terminal classifies and processes the historical order information of the charging pile according to the charging pile number, and obtains the historical order information of the numbered charging pile. S1023. The back-end management terminal uses time as a feature to iterate through the historical order information of numbered charging piles and obtain the latest completed charging pile order information. S1024. Based on the back-end management terminal, extract and process the latest completed charging pile order information to obtain the real-time charging power of the charging pile. The specific calculation formula for obtaining the real-time charging power of the charging pile is as follows: ; In the formula, The real-time charging power of the charging pile; n represents the charging power of the charging pile at different times; n is the number of charging piles at different times. In this embodiment, to make the calculated charging power offset of the charging pile more accurate, the historical order information of the charging pile is filtered. This is because the charging order information that the charging pile has just completed can reflect the real-time charging power of the charging pile, and the latest completed charging order information represents the order information that the charging pile has just completed. Therefore, the historical order information of the charging pile is filtered by time to determine the latest completed charging order information, and then the latest completed charging order information is analyzed and calculated to obtain the real-time charging power of the charging pile.

[0022] Example 2 S200. Based on the back-end management terminal, the real-time charging power of the charging pile is analyzed and calculated to obtain the charging power offset of the charging pile. The specific steps include the following: S201. The back-end management terminal sends data transmission instructions to the data interaction platform through the communication channel; S202. The data interaction platform retrieves information from the root directory of the data interaction platform based on the charging pile number to determine the location of the manufacturer's instruction manual for the charging pile with that number. S203. The data interaction platform extracts data based on the location of the manufacturer's instruction manual for the numbered charging pile and obtains the manufacturer's instruction manual for the numbered charging pile. S204. The data interaction platform transmits the manufacturer's instruction manual for the numbered charging pile to the back-end management terminal according to the communication channel. S205. Based on the back-end management terminal, retrieve information from the manufacturer's manual of the numbered charging pile to obtain the initial charging power of the charging pile. S206. Based on the background management terminal, calculate and process the real-time charging power and the initial charging power of the charging pile to obtain the charging power offset of the charging pile, wherein the charging power offset of the charging pile corresponds one-to-one with the charging pile number. In this embodiment, the charging pile's instruction manual records the initial charging power. Therefore, by retrieving information from the charging pile's instruction manual, the initial charging power of the charging pile can be determined. Then, by calculating the charging power offset of the charging pile using the initial charging power and the real-time charging power of the charging pile, the charging power offset of the charging pile can be obtained.

[0023] Example 3

[0024] S300, based on the back-end management terminal, analyzes and processes the charging power offset of the charging pile to determine the abnormal charging pile number. The specific steps include the following: S301. The back-end management terminal constructs a rectangular coordinate system based on the charging pile number and the charging power offset of the charging pile to obtain a power coordinate system; wherein, the charging pile number is used as a parameter to construct the X-axis, and the charging power offset of the charging pile is used as a parameter to construct the Y-axis. S302. The background management terminal draws in the power coordinate system according to the charging pile number and the charging power offset of the charging pile to obtain the charging power deviation coordinate point; wherein, the specific form of the charging power deviation coordinate point is (charging pile number, charging power offset). S303. Based on the background management terminal, analyze and process the factory manual of the numbered charging pile to determine the power abnormality line. S304. Based on the background management terminal, judge and process the charging power deviation from the coordinate point and the power abnormal straight line; S305. If the charging power deviates from the coordinate point and is located above the power abnormality line, record the charging pile number and set the charging pile number as the abnormal charging pile number. S306. If the charging power deviates from the coordinate point and is located below the power abnormality line, the charging pile is charging normally and the charging pile number is not recorded. In this embodiment, charging piles with different numbers represent a charging power offset. These charging power offsets may be the same or different. Therefore, a coordinate system is constructed using the charging pile number and the charging power offset. The charging power offset is plotted in the coordinate system. Then, by retrieving information from the charging pile's instruction manual, the abnormal power of the charging pile is determined. The abnormal power is then plotted in a rectangular coordinate system to obtain a power abnormality line. Points on the power abnormality line represent abnormal charging piles. Therefore, by recording the number on the X-axis of the coordinate system, the abnormal charging pile number can be determined.

[0025] Specifically, S303, based on the back-end management terminal, analyzes and processes the factory manual of the numbered charging pile to determine the power abnormality line, which includes the following steps: S3031. Based on the background management terminal, perform information retrieval and processing on the factory manual of the numbered charging pile to obtain the abnormal power value of the charging pile. S3032. Based on the background management terminal, calculate the difference between the abnormal power value of the charging pile and the initial charging power of the charging pile to obtain the abnormal power offset. S3033. The background management terminal draws in the power coordinate system based on the abnormal power offset to obtain the power abnormality straight line.

[0026] Example 4 S400: Based on the back-end management terminal, a comprehensive analysis of the historical order information and abnormal charging pile numbers is performed to determine the charging pile number to be maintained. This includes the following steps: S401. The background management terminal performs information matching processing on the factory manual of the numbered charging pile according to the abnormal power value of the charging pile to obtain the abnormal charging duration. S402. The back-end management terminal filters the historical order information of the abnormal charging pile based on the abnormal charging pile number to obtain the historical order information of the abnormal charging pile. S403. Based on the back-end management terminal, calculate and process the historical order information of abnormal charging piles to obtain the charging time of abnormal charging piles. S404. Based on the back-end management terminal, determine the abnormal charging duration and the charging duration of abnormal charging piles; S405. If the abnormal charging duration is less than or equal to the abnormal charging duration of the charging pile, the abnormal charging pile is considered to be aging normally. S406. If the abnormal charging time is longer than the abnormal charging time of the charging pile, the charging pile is abnormally aged. Set the abnormally aged charging pile number as the charging pile number to be maintained. In this embodiment, if a charging pile malfunctions, the charging power will reflect the charging pile's status. When a charging pile is used for an extended period, the charging power will decrease. When the charging power drops to a certain level, it indicates significant wear and tear during charging, signifying an malfunction. This wear and tear is caused by the aging of electronic components due to prolonged use. Therefore, by analyzing the charging time, if the charging time does not reach the abnormal charging duration, it indicates an internal malfunction in the charging pile. The backend management terminal sends the malfunctioning charging pile number to maintenance personnel. Maintenance personnel then perform maintenance based on the number. Thus, by comprehensively managing and analyzing the charging pile's historical order information and manufacturer's manual, the charging pile's status can be determined, avoiding the need for regular inspections by maintenance personnel and reducing their workload.

[0027] Reference Figure 2As shown, a data analysis and processing system based on a data interaction platform is used to implement the data analysis and processing method based on a data interaction platform as described above, including: The back-end management terminal is used to control various modules and enable normal data transmission and information interaction between the modules. A data interaction platform, which is used to store historical order information of charging piles and factory manuals of charging piles; The communication module is used to realize information interaction between the data interaction platform and the back-end management terminal; The data retrieval module is used to retrieve various data to determine the location of historical order information for charging piles and the location of the manufacturer's instruction manual for numbered charging piles. The data extraction module extracts data from the data interaction platform based on the location of the charging pile's historical order information and the location of the charging pile's manufacturer's manual, thereby obtaining the charging pile's historical order information and the charging pile's manufacturer's manual. The data calculation module calculates the real-time charging power of the charging pile based on the charging power of the charging pile at different times and the number of charging piles at different times. The data calculation module calculates the difference between the abnormal power value of the charging pile and the initial charging power of the charging pile to obtain the abnormal power offset. The coordinate system construction module draws in the power coordinate system based on the charging pile number and the charging power offset of the charging pile, and obtains the charging power deviation coordinate point and the power abnormality line; The data analysis module analyzes the charging power deviation coordinate points and the power anomaly straight line to determine the abnormal charging pile number; The comparison and judgment module determines the number of the charging pile to be maintained by comparing the abnormal charging duration with the abnormal charging pile duration.

[0028] Figure 3 A schematic block diagram of an electronic device 900 that can be used to implement embodiments of the present invention is shown. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workstations, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The electronic device may also represent various forms of mobile devices, such as personal digital assistants, cellular phones, smartphones, wearable devices, and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely illustrative and are not intended to limit the implementation of the invention described and / or claimed herein.

[0029] Electronic device 900 includes a computing unit 901, which can perform various appropriate actions and processes based on a computer program stored in read-only memory (ROM) 902 or a computer program loaded into random access memory (RAM) 903 from storage unit 908. RAM 903 may also store various programs and data required for the operation of electronic device 900. The computing unit 901, ROM 902, and RAM 903 are interconnected via bus 904. Input / output (I / O) interface 905 is also connected to bus 904.

[0030] Multiple components in electronic device 900 are connected to I / O interface 905, including: input unit 906, such as keyboard, mouse, etc.; output unit 907, such as various types of displays, speakers, etc.; storage unit 908, such as disk, optical disk, etc.; and communication unit 909, such as network card, modem, wireless transceiver, etc. Communication unit 909 allows electronic device 900 to exchange information / data with other devices through computer networks such as the Internet and / or various telecommunications networks.

[0031] The computing unit 901 can be various general-purpose and / or special-purpose processing components with processing and computing capabilities. Some examples of the computing unit 901 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various special-purpose artificial intelligence (AI) computing chips, various computing units running machine learning model algorithms, a digital signal processor (DSP), and any suitable processor, controller, microcontroller, etc. The computing unit 901 performs the various methods and processes described above, such as methods S100-S400. For example, in some embodiments, methods S101-S102 can be implemented as computer software programs tangibly contained in a machine-readable medium, such as storage unit 908. In some embodiments, part or all of the computer program can be loaded and / or installed on the electronic device 900 via ROM 902 and / or communication unit 909. When the computer program is loaded into RAM 903 and executed by the computing unit 901, one or more steps of methods S101-S102 described above can be performed. Alternatively, in other embodiments, the computing unit 901 may be configured to execute methods S101-S102 by any other suitable means (e.g., by means of firmware).

[0032] Various embodiments of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field-programmable gate arrays (FPGAs), application-specific integrated circuits (ASICs), application-specific standard products (ASSPs), systems-on-a-chip (SoCs), payload-programmable logic devices (CPLDs), computer hardware, firmware, software, and / or combinations thereof. These various embodiments may include implementations in one or more computer programs that can be executed and / or interpreted on a programmable system including at least one programmable processor, which may be a dedicated or general-purpose programmable processor, capable of receiving data and instructions from a storage system, at least one input device, and at least one output device, and transmitting data and instructions to the storage system, the at least one input device, and the at least one output device.

[0033] The program code used to implement the methods of the present invention can be written in any combination of one or more programming languages. This program code can be provided to a processor or controller of a general-purpose computer, special-purpose computer, or other programmable data processing device, such that when executed by the processor or controller, the program code causes the functions / operations specified in the flowcharts and / or block diagrams to be implemented. The program code can be executed entirely on the machine, partially on the machine, as a standalone software package partially on the machine and partially on a remote machine, or entirely on a remote machine or server.

[0034] In the context of this invention, a machine-readable medium can be a tangible medium that may contain or store a program for use by or in conjunction with an instruction execution system, apparatus, or device. A machine-readable medium can be a machine-readable signal medium or a machine-readable storage medium. Machine-readable media can be, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, apparatus, or devices, or any suitable combination of the foregoing. More specific examples of machine-readable storage media include electrical connections based on one or more wires, portable computer disks, hard disks, random access memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM), optical fibers, portable compact disk read-only memory (CD-ROM), optical storage devices, magnetic storage devices, or any suitable combination of the foregoing.

[0035] The foregoing has shown and described the basic principles, main features, and advantages of the present invention. Those skilled in the art should understand that the present invention is not limited to the above embodiments. The embodiments and descriptions in the specification are merely principles of the invention. Various changes and modifications can be made to the invention without departing from its spirit and scope, and all such changes and modifications fall within the scope of the claimed invention. The scope of protection claimed by the appended claims and their equivalents is defined.

Claims

1. A data analysis and processing method based on a data interaction platform, characterized in that, include: Based on the back-end management terminal, the data to be processed is analyzed and processed to obtain the real-time charging power of the charging pile. The data to be processed specifically refers to the data to be processed for the charging piles; Based on the back-end management terminal, the real-time charging power of the charging pile is analyzed and calculated to obtain the charging power offset of the charging pile. Based on the back-end management terminal, the charging power offset of the charging pile is analyzed and processed to determine the abnormal charging pile number. Based on the back-end management terminal, the historical order information and abnormal charging pile numbers of the charging piles are comprehensively analyzed to determine the charging pile numbers to be maintained. The process of analyzing and processing the charging power offset of charging piles based on the back-end management terminal to determine the abnormal charging pile number specifically includes the following steps: The back-end management terminal constructs a Cartesian coordinate system based on the charging pile number and the charging power offset of the charging pile to obtain a power coordinate system; wherein, the charging pile number is used as a parameter to construct the X-axis, and the charging power offset of the charging pile is used as a parameter to construct the Y-axis. The back-end management terminal plots the charging pile number and the charging power offset of the charging pile in the power coordinate system to obtain the charging power deviation coordinate point; wherein, the specific form of the charging power deviation coordinate point is (charging pile number, charging power offset). Based on the back-end management terminal, the factory manual of the numbered charging pile is analyzed and processed to identify abnormal power lines. Based on the back-end management terminal, the system judges and processes the deviation of charging power from the coordinate point and the abnormal power straight line. If the charging power deviates from the coordinate point and is located above the power anomaly line, record the charging pile number and set the charging pile number as the abnormal charging pile number. If the charging power deviates from the coordinate point and is located below the power anomaly line, the charging pile is charging normally and the charging pile number is not recorded. The process of comprehensively analyzing historical order information and abnormal charging pile numbers based on the backend management terminal to determine the charging pile number to be maintained includes the following steps: The back-end management terminal matches the information from the manufacturer's manual of the numbered charging pile with the abnormal power value of the charging pile to obtain the duration of the abnormal charging. The back-end management terminal filters the historical order information of the abnormal charging piles based on the abnormal charging pile number to obtain the historical order information of the abnormal charging piles; Based on the back-end management terminal, the historical order information of abnormal charging piles is calculated and processed to obtain the charging time of abnormal charging piles; Based on the back-end management terminal, the abnormal charging duration and the charging duration of abnormal charging piles are judged; If the abnormal charging duration is less than or equal to the abnormal charging pile duration, the abnormal charging pile is considered to be aging normally. If the abnormal charging duration exceeds the charging duration of the abnormal charging pile, the charging pile is abnormally aged, and the abnormally aged charging pile number is set as the charging pile number to be maintained.

2. The data analysis and processing method based on a data interaction platform according to claim 1, characterized in that, The process of analyzing and processing the data to be processed based on the back-end management terminal to obtain the real-time charging power of the charging pile specifically includes the following steps: Based on the back-end management terminal, a data transmission request is sent to the data interaction platform to obtain the charging pile's pending data; Based on the back-end management terminal, the data to be processed by the charging pile is analyzed and processed to determine the real-time charging power of the charging pile.

3. The data analysis and processing method based on a data interaction platform according to claim 2, characterized in that, The process of sending a data transmission request to the data interaction platform based on the backend management terminal to obtain the data to be processed from the charging pile specifically includes the following steps: The back-end management terminal establishes a communication connection with the data interaction platform and determines the communication channel according to the communication protocol of the data interaction platform; The back-end management terminal generates data transmission instructions based on the charging pile, and sends the data transmission instructions to the data interaction platform according to the communication channel. The data interaction platform retrieves information from the root directory of the data interaction platform based on the charging pile as a feature, and determines the location of the charging pile's data to be processed. The data interaction platform extracts data based on the location of the charging pile's data to be processed, and obtains the data to be processed from the charging pile. The data interaction platform transmits the charging pile's data to be processed to the back-end management terminal via the communication channel.

4. The data analysis and processing method based on a data interaction platform according to claim 1, characterized in that, The process of analyzing and processing the data to be processed from the charging piles based on the back-end management terminal to determine the real-time charging power of the charging piles specifically includes the following steps: Based on the back-end management terminal, the data to be processed of the charging piles is extracted and processed to obtain the historical order information of the charging piles. The back-end management terminal categorizes and processes the historical order information of charging piles according to their numbers, and obtains the historical order information of charging piles with specific numbers. The back-end management terminal uses time as a feature to iterate through the historical order information of numbered charging piles and obtain the latest completed charging pile order information; Based on the back-end management terminal, the latest completed charging pile order information is extracted and processed to obtain the real-time charging power of the charging pile; The specific calculation formula for obtaining the real-time charging power of the charging pile is as follows: ； In the formula, The real-time charging power of the charging pile; denoted as , where is the charging power of the charging pile at different times; and 'n' is the number of charging piles at different times.

5. The data analysis and processing method based on a data interaction platform according to claim 1, characterized in that, The process of analyzing and calculating the real-time charging power of the charging pile based on the back-end management terminal to obtain the charging power offset of the charging pile specifically includes the following steps: The back-end management terminal sends data transmission instructions to the data interaction platform through the communication channel; The data interaction platform retrieves information from the root directory of the data interaction platform based on the charging pile number to determine the location of the manufacturer's instruction manual for the charging pile with that number. The data interaction platform extracts data based on the location of the manufacturer's instruction manual for the numbered charging pile, and obtains the manufacturer's instruction manual for the numbered charging pile. The data interaction platform transmits the manufacturer's instruction manual for the numbered charging pile to the back-end management terminal via the communication channel. Based on the back-end management terminal, information is retrieved from the manufacturer's manual of the numbered charging pile to obtain the initial charging power of the charging pile. Based on the back-end management terminal, the real-time charging power and the initial charging power of the charging pile are calculated and processed to obtain the charging power offset of the charging pile. The charging power offset of the charging pile corresponds one-to-one with the charging pile number.

6. The data analysis and processing method based on a data interaction platform according to claim 1, characterized in that, The process of analyzing and processing the factory manuals of numbered charging piles based on the back-end management terminal to determine abnormal power lines specifically includes the following steps: Based on the back-end management terminal, information retrieval and processing are performed on the factory manual of the numbered charging pile to obtain the abnormal power value of the charging pile. Based on the back-end management terminal, the difference between the abnormal power value of the charging pile and the initial charging power of the charging pile is calculated to obtain the abnormal power offset. The backend management terminal draws a line in the power coordinate system based on the abnormal power offset to obtain the power anomaly line.

7. A data analysis and processing system based on a data interaction platform, used to implement the data analysis and processing method based on a data interaction platform as described in any one of claims 1-6, characterized in that, include: The back-end management terminal is used to control various modules and enable normal data transmission and information interaction between the modules. A data interaction platform, which is used to store historical order information of charging piles and factory manuals of charging piles; The communication module is used to realize information interaction between the data interaction platform and the back-end management terminal; The data retrieval module is used to retrieve various data to determine the location of historical order information for charging piles and the location of the manufacturer's instruction manual for numbered charging piles. The data extraction module extracts data from the data interaction platform based on the location of the charging pile's historical order information and the location of the charging pile's manufacturer's manual, thereby obtaining the charging pile's historical order information and the charging pile's manufacturer's manual. The data calculation module calculates the real-time charging power of the charging pile based on the charging power of the charging pile at different times and the number of charging piles at different times. The data calculation module calculates the difference between the abnormal power value of the charging pile and the initial charging power of the charging pile to obtain the abnormal power offset. The coordinate system construction module draws in the power coordinate system based on the charging pile number and the charging power offset of the charging pile, and obtains the charging power deviation coordinate point and the power abnormality line; The data analysis module analyzes the charging power deviation coordinate points and the power anomaly straight line to determine the abnormal charging pile number; The comparison and judgment module determines the number of the charging pile to be maintained by comparing the abnormal charging duration with the abnormal charging pile duration.

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