Operation optimization method and optimization device of electric meter box terminal and electric meter box terminal

Abstract

The invention discloses an operation optimization method of an electric meter box terminal. The method comprises the following steps: acquiring electrical data, environmental data and image information of the electric meter box terminal; detecting whether the electrical data is abnormal or not, judging whether the operation of the electric meter box terminal is abnormal or not based on the electrical data, and detecting environmental data or triggering an alarm according to an electrical detection result; detecting whether the environment data is abnormal or not, adjusting the environment data or identifying the abnormal condition of the electrical data according to the environment detection result, and sending out early warning information; and identifying whether illegal invasion exists in an area near the electric meter box terminal, and when illegal invasion is identified, triggering an alarm. The invention also provides a corresponding optimization device and an electric meter box terminal. According to the invention, the operation state and the surrounding environment of the electric meter box terminal can be comprehensively monitored, potential problems can be timely found and early warned, the monitoring accuracy and comprehensiveness are improved, and the safety of the electric meter box terminal is improved.

Description

Technical Field

[0001] The present invention relates to the technical field of electric meter boxes, and in particular to an operation optimization method and an optimization device of an electric meter box terminal and an electric meter box terminal. Background Art

[0002] The meter box terminal refers to power equipment including electricity metering equipment and switchgear. It can collect, store, preprocess and transmit power data, and can also communicate with the host computer or cloud platform. At present, the meter box terminal may face problems such as inaccurate data collection, high equipment failure rate, and insufficient safety monitoring during operation. These problems not only affect the accuracy and reliability of the meter box terminal, but also pose a potential threat to the stability and safety of the entire power system.

[0003] Existing meter box terminals are equipped with monitoring methods and monitoring equipment, which can reflect the quality of the equipment by collecting historical and real-time electricity consumption information of users, or equipped with environmental monitoring devices to monitor the temperature, humidity, water immersion, tilt and other environmental conditions of the meter box in real time, and transmit the information to the cloud server through the Internet of Things technology to achieve remote monitoring. However, during the data collection process, the accuracy of the meter box terminal is often affected by various factors such as the external environment temperature and humidity, and the meter box terminal itself is also at risk of being stolen and damaged. Summary of the invention

[0004] The technical problem to be solved by the present invention is to provide an operation optimization method, an optimization device and an electric meter box terminal for an electric meter box terminal, which can prevent the accuracy of the electric meter box terminal from being interfered by various factors such as external environmental temperature and humidity during data collection, while improving the safety of the electric meter box terminal.

[0005] As one aspect of the present invention, an operation optimization method of an electric meter box terminal is provided, the optimization method comprising:

[0006] Obtain electrical data, environmental data and image information from the meter box terminal;

[0007] Detect whether the electrical data is abnormal, and determine whether the operation of the meter box terminal is abnormal based on the electrical data, obtain electrical detection results, and detect environmental data or trigger an alarm based on the electrical detection results;

[0008] Based on the electrical data being abnormal and the electric meter box terminal operating normally, detecting whether the environmental data is abnormal, obtaining environmental detection results, adjusting the environmental data or identifying the abnormality of the electrical data according to the environmental detection results, and issuing warning information;

[0009] Based on the image information and environmental data, it is identified whether there is illegal intrusion in the vicinity of the meter box terminal, and when illegal intrusion is identified, an alarm is triggered.

[0010] Optionally, the specific steps of detecting whether the electrical data is abnormal, judging whether the operation of the meter box terminal is abnormal based on the electrical data, obtaining the electrical detection result, and detecting the environmental data or triggering an alarm according to the electrical detection result include:

[0011] Detecting whether the acquired electrical data is abnormal, and when it is detected that the electrical data is within a first preset electrical data range, the electrical data is detected as normal data;

[0012] When it is detected that the electrical data is outside the first preset electrical data range, the electrical data is judged as data abnormality, and based on the electrical data, it is judged whether the operation of the meter box terminal is abnormal, and the environmental data is detected or an alarm is triggered according to whether the operation of the meter box terminal is abnormal.

[0013] Optionally, when it is detected that the electrical data is outside a first preset electrical data range, the electrical data is judged as data abnormality, and whether the operation of the electric meter box terminal is abnormal is judged based on the electrical data, and the specific steps of detecting the environmental data or triggering an alarm according to whether the operation of the electric meter box terminal is abnormal include:

[0014] When it is detected that the electrical data is outside the first preset electrical data range and within the second preset electrical data range, it is determined that the electric meter box terminal operates normally, and whether the environmental data is abnormal is detected;

[0015] When it is detected that the electrical data is outside the first preset electrical data range and outside the second preset electrical data range, it is determined that the meter box terminal is operating abnormally and an alarm is triggered.

[0016] Optionally, the specific steps of detecting whether the environmental data is abnormal based on the electrical data being abnormal and the electric meter box terminal operating normally, obtaining an environmental detection result, and adjusting the environmental data or identifying the abnormality of the electrical data according to the environmental detection result, and issuing an early warning message include:

[0017] Based on the abnormal electrical data and the normal operation of the meter box terminal, detect whether the environmental data is abnormal;

[0018] When abnormal environmental data is detected, adjusting the environmental data based on the abnormal data point of the environmental data until the environmental data is within a normal range;

[0019] When it is detected that the electrical data is abnormal and the environmental data is normal, the abnormal situation of the electrical data is identified based on the abnormal data points of the electrical data and an early warning message is issued.

[0020] Optionally, the electric meter box terminal is provided with an environment adjustment device, and when the environment data is detected to be abnormal, the specific steps of adjusting the environment data based on the abnormal data point of the environment data until the environment data is within a normal range include:

[0021] When it is detected that the environmental data is within the preset environmental data range, the environmental data is judged to be normal;

[0022] When it is detected that the environmental data is outside the preset environmental data range, the environmental data is detected as data abnormality, and based on the abnormal data points of the environmental data, instructions are sent to the environmental adjustment device to adjust the environmental data until the environmental data is within the normal range.

[0023] Optionally, the specific steps of identifying whether there is illegal intrusion in the vicinity of the electric meter box terminal based on the image information and the environmental data, and triggering an alarm when illegal intrusion is identified include:

[0024] Identify whether there is abnormal behavior in the vicinity of the meter box terminal based on the image information;

[0025] When abnormal behavior is identified, identifying whether there is illegal intrusion in the vicinity of the meter box terminal based on image information and environmental data;

[0026] When an illegal intrusion is detected, an alarm is triggered.

[0027] Optionally, when the abnormal behavior is identified, the step of identifying whether there is illegal intrusion in the vicinity of the electric meter box terminal based on the image information and the environmental data further includes:

[0028] Acquire historical data of abnormal behavior, establish an abnormal prediction model for the abnormal behavior, and send warning information when the abnormal prediction model predicts the existence of illegal intrusion based on the current abnormal behavior.

[0029] Optionally, the optimization method further includes:

[0030] Acquire historical data of environmental data, establish an environmental prediction model for the environmental data, and adjust current environmental data according to output results of the environmental prediction model.

[0031] As another aspect of the present invention, an optimization device is also proposed, including a memory and a processor, wherein the electric meter box terminal includes a metering device and a switching device, the memory stores an application, and the processor is used to run the application in the memory to execute the steps of the operation optimization method of the electric meter box terminal as described above.

[0032] As another aspect of the present invention, an electric meter box terminal is also provided, comprising a metering device, a switch device, a sensor, an image acquisition device, an environmental conditioning device and an optimization device as described above, wherein the optimization device is electrically connected to the metering device and the environmental conditioning device.

[0033] The implementation of the embodiments of the present invention has the following beneficial effects:

[0034] The present invention provides an operation optimization method, an optimization device and an electric meter box terminal for an electric meter box terminal. By comprehensively monitoring the operation status of the electric meter box terminal and its surrounding environment, potential problems can be discovered and warned in a timely manner, thereby improving the accuracy and comprehensiveness of monitoring. The present invention combines electrical data with environmental data, which helps to reduce the operation problems of the electric meter box terminal caused by environmental factors, improves stability and reliability, and at the same time, through the recognition of image information, the method can timely discover abnormal behavior in the area near the electric meter box terminal, thereby triggering an alarm and enhancing safety protection capabilities. BRIEF DESCRIPTION OF THE DRAWINGS

[0035] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, without paying creative labor, other drawings obtained based on these drawings still belong to the scope of the present invention.

[0036] Figure 1 A flow chart of an operation optimization method of an electric meter box terminal according to the present invention;

[0037] Figure 2 It is a flow chart of an embodiment S200 of an operation optimization method of an electric meter box terminal of the present invention;

[0038] Figure 3 It is a flow chart of S220 of an embodiment of an operation optimization method of an electric meter box terminal of the present invention;

[0039] Figure 4 It is a flow chart of an embodiment S300 of an operation optimization method of an electric meter box terminal of the present invention;

[0040] Figure 5 It is a flow chart of S320 of an embodiment of an operation optimization method of an electric meter box terminal of the present invention;

[0041] Figure 6 It is a flow chart of an embodiment S400 of an operation optimization method of an electric meter box terminal according to the present invention. DETAILED DESCRIPTION

[0042] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0043] like Figure 1 It is shown that

[0044] The present invention proposes an operation optimization method for an electric meter box terminal, such as Figure 1 As shown, the optimization methods include:

[0045] Step S100: Acquire electrical data, environmental data and image information of the electric meter box terminal;

[0046] In step S100, the relevant information of the meter box terminal is comprehensively collected through various sensors and image acquisition devices. Among them, electrical data includes but is not limited to key parameters such as current, voltage, power factor, active power, reactive power, etc., which can reflect the operating status of the power grid and the load of the meter box terminal. The electrical data can be detected by high-precision sensors in the meter box.

[0047] Electrical data is very important for the operation of the meter box terminal, but during the collection process, the accuracy of electrical data is often affected by various factors such as external environmental temperature and humidity. Therefore, the present invention introduces environmental data to improve the accuracy of electrical data judgment.

[0048] Environmental data: mainly monitors the temperature, humidity, smoke concentration, water immersion status, etc. of the environment where the meter box terminal is located. These environmental parameters are crucial to determine whether the meter box terminal is in a safe and stable working environment. Environmental data can be detected by temperature sensors, humidity sensors, water immersion sensors, and tilt sensors.

[0049] It is worth noting that in the present invention, environmental data should include weather conditions, and weather conditions are only used to assist in data judgment, and subsequent adjustment of environmental data does not require adjustment of this data.

[0050] Image information: A camera installed near the meter box terminal captures images of the meter box and its surroundings in real time. This image information helps monitor whether there is any abnormal behavior or damage.

[0051] Electrical data: This includes but is not limited to key parameters such as current, voltage, power factor, active power, reactive power, etc. These data can reflect the operating status of the power grid and the load conditions of the meter box terminal.

[0052] Environmental data: mainly monitors the temperature, humidity, smoke concentration, water immersion status, etc. of the environment where the meter box terminal is located. These environmental parameters are crucial to determine whether the meter box terminal is in a safe and stable working environment.

[0053] Image information: The camera installed near the meter box terminal captures images of the meter box and its surroundings in real time. This image information helps to detect whether there is any abnormal behavior or damage.

[0054] Step S200: Detect whether the electrical data is abnormal, and determine whether the operation of the meter box terminal is abnormal based on the electrical data, obtain electrical detection results, and detect environmental data or trigger an alarm based on the electrical detection results;

[0055] The electrical data collected in step S100 is analyzed in real time and compared with the preset normal range to detect whether there is any abnormality and obtain electrical detection results; if the electrical data is abnormal, the data will be further analyzed, combined with historical data and empirical models to determine whether the meter box terminal is operating abnormally. For example, excessive current may indicate an overload risk, and voltage fluctuations may indicate grid instability.

[0056] When the electrical detection results show that the electrical data deviates greatly from the normal range, the meter box terminal will be judged to be operating abnormally, and an alarm will be triggered immediately to notify relevant personnel to handle it.

[0057] If the electrical data is abnormal but the meter box terminal operates normally, the next step will be to detect the environmental data. By detecting the environmental data, it is determined whether the abnormal electrical data is affected by various factors such as external environmental temperature and humidity.

[0058] The present invention helps relevant personnel to quickly locate problems and take necessary repair measures, thereby avoiding potential power failures or safety accidents.

[0059] Step S300: Based on the electrical data being abnormal and the electric meter box terminal operating normally, detecting whether the environmental data is abnormal, obtaining the environmental detection result, adjusting the environmental data or identifying the abnormality of the electrical data according to the environmental detection result, and issuing a warning message;

[0060] When it is confirmed that the meter box terminal is operating normally but the electrical data is abnormal, the environmental data is tested. The environmental data includes temperature, humidity, air pressure, light intensity, etc. These factors all affect the electrical data.

[0061] The data is collected in real time by the environmental sensor installed near the meter box terminal and compared with the preset normal range to determine whether there is any abnormality in the environmental data. If the environmental data is abnormal and this abnormality is determined to be the cause of the abnormal electrical data, you can try to adjust the environmental data to restore it to normal. For example, if the temperature is too high and the electrical data is abnormal, you can start the cooling equipment or adjust the ventilation system to lower the temperature.

[0062] If the environmental data is normal but the electrical data is still abnormal, it is necessary to further analyze the abnormal situation of the electrical data and issue an early warning message, which includes detailed information of the abnormal data, possible causes of the failure, recommended countermeasures, etc. This helps relevant personnel to find problems in time and take necessary repair measures, thereby avoiding potential power failures or safety accidents.

[0063] The present invention can timely discover and handle potential power failures or safety hazards, improve the stability and safety of the power system, and provide valuable reference for optimizing the operation and improving energy efficiency of the power system by real-time monitoring and analyzing electrical data and environmental data.

[0064] Step S400: Identify whether there is illegal intrusion in the vicinity of the meter box terminal based on the image information and environmental data, and trigger an alarm when illegal intrusion is identified.

[0065] The collected image information is processed and combined with environmental data (such as light intensity, sound, etc.) for comprehensive analysis to improve the accuracy of illegal intrusion identification. Through image recognition algorithms and environmental data analysis, it is determined whether there is illegal intrusion. For example, when the camera captures a person approaching the meter box and the environmental data is abnormal (such as the light suddenly dims, there is an abnormal sound, etc.), it may be judged as an illegal intrusion.

[0066] When an illegal intrusion is identified, an alarm is automatically triggered and relevant personnel are notified via SMS, email, sound and light alarms, etc., effectively preventing illegal opening of the box, destruction, etc.

[0067] The present invention proposes a method that can comprehensively monitor the operating status of the meter box terminal and its surrounding environment, timely discover and warn of potential problems, and improve the accuracy and comprehensiveness of monitoring. The present invention combines electrical data with environmental data, which helps to reduce the operating problems of the meter box terminal caused by environmental factors, improve stability and reliability, and at the same time, through the recognition of image information, the method can timely discover abnormal behavior in the area near the meter box terminal, thereby triggering an alarm and enhancing safety protection capabilities.

[0068] In one embodiment, if Figure 2As shown, in step S200, whether the electrical data is abnormal, and whether the operation of the meter box terminal is abnormal based on the electrical data, obtaining the electrical detection result, and detecting the environmental data or triggering an alarm according to the electrical detection result. The specific steps include:

[0069] Step S210: detecting whether the acquired electrical data is abnormal. When it is detected that the electrical data is within a first preset electrical data range, the electrical data is detected as normal.

[0070] First, one or more normal ranges of electrical data are set, namely, a first preset electrical data range, and the collected electrical data is compared with the first preset electrical data range. If the electrical data falls within the preset range, it is determined that the data is normal.

[0071] If it is out of range, go to step S220.

[0072] Step S220: When it is detected that the electrical data is outside the first preset electrical data range, the electrical data is judged as data abnormality, and based on the electrical data, it is judged whether the operation of the meter box terminal is abnormal, and the environmental data is detected or an alarm is triggered according to whether the operation of the meter box terminal is abnormal.

[0073] When the electrical data exceeds the first preset electrical data range, the electrical data is determined to be abnormal data, and based on the abnormal electrical data, a specific algorithm or logic is used to determine whether the operating state of the meter box terminal is abnormal.

[0074] If the meter box terminal operates normally but the electrical data is abnormal, the environmental data, such as temperature and humidity, will be further tested to assess whether environmental factors have an impact on the electrical data. If the meter box terminal operates abnormally, that is, a fault is detected, an alarm will be triggered to notify relevant personnel to take necessary measures.

[0075] In one embodiment, if Figure 3 As shown, when it is detected that the electrical data is outside the first preset electrical data range, the electrical data is judged as data abnormality, and whether the operation of the meter box terminal is abnormal is judged based on the electrical data, and the specific steps of detecting the environmental data or triggering an alarm according to whether the operation of the meter box terminal is abnormal include:

[0076] Step S221: when it is detected that the electrical data is outside the first preset electrical data range and within the second preset electrical data range, it is determined that the electric meter box terminal operates normally, and whether the environmental data is abnormal is detected;

[0077] When it is detected that the electrical data is neither within the first preset electrical data range (i.e., data abnormality) but within the second preset electrical data range (this range is usually wider than the first preset range to accommodate some slight or acceptable abnormalities), it is worth noting that the second preset electrical data range includes the first preset electrical data range.

[0078] It is judged that the meter box terminal is operating normally, but the electrical data still has certain fluctuations or deviates from the normal value.

[0079] Therefore, the environmental data will be further tested to evaluate whether these factors have an impact on the electrical data or whether they may cause abnormal operation of the meter box terminal in the future. The detection of environmental data will help to detect potential problems in advance and take corresponding preventive measures.

[0080] This step achieves a more detailed judgment of the operating status of the meter box terminal by subdividing the abnormal range of electrical data. The detection of environmental data helps to reveal the potential causes of electrical data anomalies and provide valuable reference for subsequent maintenance and management.

[0081] Step S222: When it is detected that the electrical data is outside the first preset electrical data range and outside the second preset electrical data range, it is determined that the meter box terminal is operating abnormally and an alarm is triggered.

[0082] When it is detected that the electrical data is neither within the first preset electrical data range nor within the second preset electrical data range (i.e., the data is seriously abnormal), it is judged that the meter box terminal is operating abnormally, and there may be serious faults or safety hazards. Therefore, an alarm will be triggered immediately to notify relevant personnel to take necessary measures, such as on-site inspection, equipment shutdown, and troubleshooting.

[0083] This step ensures that relevant personnel can respond quickly to abnormal operation of the meter box terminal by triggering the alarm in time, thereby reducing potential power failures or safety accidents.

[0084] In one embodiment, if Figure 4 As shown, in step S300, based on the electrical data being abnormal and the electric meter box terminal operating normally, detecting whether the environmental data is abnormal, obtaining the environmental detection result, and adjusting the environmental data or identifying the abnormality of the electrical data according to the environmental detection result, the specific steps of issuing the early warning information include:

[0085] Step S310: Based on the detection of abnormal electrical data and the normal operation of the electric meter box terminal, detecting whether the environmental data is abnormal;

[0086] When an abnormality in electrical data is detected (ie, the electrical data is not within a preset normal range), but the electric meter box terminal itself operates normally (ie, no fault or abnormal state of the electric meter box terminal is detected), step S310 is triggered.

[0087] In this case, environmental data detection begins, and the detection of environmental data is achieved by installing an environmental sensor near the meter box terminal or in a related area.

[0088] Step S320: When abnormal environmental data is detected, the environmental data is adjusted based on the abnormal data point of the environmental data until the environmental data is within a normal range;

[0089] According to the abnormal data points of environmental data (i.e. data points outside the normal range), corresponding measures are taken to adjust the environmental data. These measures may include starting or shutting down equipment such as air conditioners, humidifiers, dehumidifiers, adjusting ventilation systems, or taking other measures to improve environmental conditions. The adjustment process will continue until the environmental data returns to the normal range.

[0090] This step eliminates potential causes of electrical data anomalies by adjusting environmental data to ensure the stability and safety of the meter box terminal and its operating environment.

[0091] Step S330: When it is detected that the electrical data is abnormal and the environmental data is normal, based on the abnormal data points of the electrical data, the abnormal situation of the electrical data is identified and an early warning message is issued.

[0092] When electrical data anomalies are detected but environmental data is normal, a specific algorithm or model is used to identify abnormal conditions in the electrical data based on the abnormal data points of the electrical data (i.e., data points that are outside the normal range). Abnormal conditions may include overload, short circuit, voltage fluctuation, abnormal power factor, etc.

[0093] Once an abnormal situation in electrical data is identified, an early warning message will be issued immediately. The early warning message may include detailed information of the abnormal data, possible causes of the fault, recommended countermeasures, etc.

[0094] In one embodiment, if Figure 5 As shown, the electric meter box terminal is provided with an environmental adjustment device. When abnormal environmental data is detected, the environmental data is adjusted based on the abnormal data points of the environmental data until the environmental data is within the normal range. The specific steps include:

[0095] Step S321: when it is detected that the environmental data is within the preset environmental data range, the environmental data is judged to be normal;

[0096] Step S322: When it is detected that the environmental data is outside the preset environmental data range, the environmental data is detected as data abnormality, and based on the abnormal data points of the environmental data, an instruction is sent to the environmental adjustment device to adjust the environmental data until the environmental data is within the normal range.

[0097] If the environmental data is outside the preset environmental data range, the environmental data is judged to be abnormal. Abnormal data points refer to those environmental data values ​​that exceed the preset range. Once the environmental data is detected to be abnormal, an instruction will be immediately sent to the environmental adjustment device to adjust the environmental data. The adjustment measures may include adjusting the operating parameters of the device, starting or shutting down the device, etc., to restore the environmental data to the normal range. The adjustment process will continue until the environmental data meets the preset requirements.

[0098] Step S321 and step S322 together constitute a mechanism for real-time detection and adjustment of environmental data. Through this mechanism, abnormal conditions of environmental data can be discovered and processed in a timely manner, ensuring the stability and safety of the electric meter box terminal and its operating environment.

[0099] In one embodiment, if Figure 6 As shown, in step S400, based on the image information and the environmental data, it is identified whether there is illegal intrusion in the area near the meter box terminal. When illegal intrusion is identified, the specific steps of triggering an alarm include:

[0100] Step S410: Identify whether there is abnormal behavior in the vicinity of the meter box terminal based on the image information;

[0101] First, a series of abnormal behavior characteristics are set, such as people wandering, objects left behind, abnormal movements, etc. The camera captures images near the meter box terminal in real time and transmits these images to the image recognition algorithm, which analyzes the images to detect whether there is a match with the preset abnormal behavior characteristics.

[0102] Step S420: When abnormal behavior is identified, identifying whether there is illegal intrusion in the vicinity of the meter box terminal based on the image information and environmental data;

[0103] After identifying abnormal behavior, the image information and environmental data are further combined to determine whether there is illegal intrusion. When abnormal behavior is identified, more detailed image information will be immediately obtained, and environmental data near the meter box terminal will be collected at the same time. These data will be compared with the preset illegal intrusion feature library, which may include known illegal intrusion behavior patterns, environmental data abnormal patterns, etc., and through comprehensive analysis and judgment, it will be determined whether there is illegal intrusion.

[0104] Step S430: When an illegal intrusion is identified, an alarm is triggered. When an illegal intrusion is determined, the alarm mechanism is immediately activated. By triggering the alarm in a timely manner, it is ensured that relevant personnel can quickly understand the illegal intrusion and take corresponding countermeasures. This helps to reduce the potential threats and losses caused by illegal intrusion to the meter box terminal and its surrounding environment.

[0105] In one embodiment, when abnormal behavior is identified, the step of identifying whether there is illegal intrusion in the vicinity of the meter box terminal based on the image information and the environmental data further includes:

[0106] Acquire historical data of abnormal behavior, establish an abnormal prediction model for abnormal behavior, and send an early warning message when the abnormal prediction model predicts the existence of illegal intrusion based on the current abnormal behavior.

[0107] Collect data on abnormal behaviors that occurred in the area near the meter box terminal over a period of time, clean the data, and clarify which behaviors are considered illegal intrusions and which behaviors are legal or acceptable. Then establish an abnormal behavior prediction model, including feature extraction, model selection, model training, and evaluation.

[0108] The model is used to predict and analyze the abnormal behavior data currently received to determine whether there is a risk of illegal intrusion. When the model predicts the existence of illegal intrusion, the early warning mechanism is immediately triggered and early warning information is sent to relevant personnel. The early warning information should include detailed information, location, time and possible illegal intrusion risk level of the abnormal behavior.

[0109] In one embodiment, the optimization method further includes:

[0110] Acquire historical data of environmental data, establish an environmental prediction model of environmental data, and adjust current environmental data according to the output of the environmental prediction model. As in the above embodiment, construct and train a model, and use the trained model to predict current or future environmental data.

[0111] Analyze the prediction results, understand the changing trends of environmental data and possible risk points, and formulate corresponding environmental adjustment strategies based on the prediction results to ensure the stability and safety of the meter box terminal and its operating environment.

[0112] As another aspect of the present invention, the present invention provides an optimization device, including a memory and a processor, the meter box terminal includes a metering device and a switch device, the memory stores an application program, and the processor is used to run the application program in the memory to perform the above Figures 1 to 6 For more details, please refer to and combine with the above Figures 1 to 6 The description is not repeated here.

[0113] As another aspect of the present invention, the present invention also provides an electric meter box terminal, including a metering device, a switch device, a sensor, an image acquisition device, an environmental conditioning device and an optimization device as described above, wherein the optimization device is electrically connected to the metering device and the environmental conditioning device. Figures 1 to 6 Description.

[0114] In the above optimization method, the optimization device obtains environmental data inside and outside the meter box through sensors, obtains relevant electrical data of the metering equipment, and simultaneously obtains image information of the area near the meter box terminal through image acquisition equipment.

[0115] Then, the acquired data is analyzed and processed, and when an abnormality is found, an alarm or warning information is issued to the relevant staff. The temperature and humidity are adjusted through environmental conditioning equipment such as heat dissipation equipment to adjust the environmental data, which helps to reduce the terminal operation problems of the meter box caused by environmental factors. The optimization device reduces the need for manual inspection and judgment through automation and intelligent means, improves operation and maintenance efficiency, and reduces operation and maintenance costs.

[0116] The implementation of the embodiments of the present invention has the following beneficial effects:

[0117] The present invention provides an operation optimization method, an optimization device and an electric meter box terminal for an electric meter box terminal. By comprehensively monitoring the operation status of the electric meter box terminal and its surrounding environment, potential problems can be discovered and warned in a timely manner, thereby improving the accuracy and comprehensiveness of monitoring. The present invention combines electrical data with environmental data, which helps to reduce the operation problems of the electric meter box terminal caused by environmental factors, improves stability and reliability, and at the same time, through the recognition of image information, the method can timely discover abnormal behavior in the area near the electric meter box terminal, thereby triggering an alarm and enhancing safety protection capabilities.

[0118] It will be appreciated by those skilled in the art that embodiments of the present invention may be provided as methods, devices, or computer program products. Therefore, the present invention may take the form of a complete hardware embodiment, a complete software embodiment, or an embodiment combining software and hardware. Moreover, the present invention may take the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing computer-usable program code.

[0119] The present invention is described with reference to flowcharts and / or block diagrams of methods, devices (systems), and computer program products according to embodiments of the present invention. It should be understood that each process and / or block in the flowchart and / or block diagram, as well as the combination of processes and / or blocks in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing device to produce a machine, so that the instructions executed by the processor of the computer or other programmable data processing device generate instructions for implementing the processes in the flowchart and / or block diagram. Figure 1 A process or multiple processes and / or boxes Figure 1 A device that provides the functions specified in a block or multiple blocks.

[0120] The above disclosure is only a preferred embodiment of the present invention, which certainly cannot be used to limit the scope of the present invention. Therefore, equivalent changes made according to the claims of the present invention are still within the scope of the present invention.

Claims

1. A method for optimizing the operation of an electric meter box terminal, characterized in that: The optimization method comprises: Step S100, obtaining electrical data, environmental data and image information of the electric meter box terminal; Step S200, detecting whether electrical data is abnormal, and judging whether the operation of the electric meter box terminal is abnormal based on the electrical data, obtaining electrical detection results, and detecting environmental data or triggering an alarm according to the electrical detection results; Step S300, based on the electrical data being abnormal and the electric meter box terminal operating normally, detecting whether the environmental data is abnormal, obtaining an environmental detection result, adjusting the environmental data or identifying the abnormality of the electrical data according to the environmental detection result, and issuing an early warning message; Step S400, based on the image information and the environmental data, it is identified whether there is any illegal intrusion in the vicinity of the electric meter box terminal, and when illegal intrusion is identified, an alarm is triggered.

2. The operation optimization method of the electric meter box terminal according to claim 1, characterized in that: The step S200 includes: Step S210, detecting whether the acquired electrical data is abnormal, and when it is detected that the electrical data is within a first preset electrical data range, the electrical data is detected as normal data; In step S220, when it is detected that the electrical data is outside the first preset electrical data range, the electrical data is judged as data abnormality, and based on the electrical data, it is judged whether the operation of the meter box terminal is abnormal, and the environmental data is detected or an alarm is triggered according to whether the operation of the meter box terminal is abnormal.

3. The operation optimization method of the electric meter box terminal according to claim 2, characterized in that: The step S220 includes: When it is detected that the electrical data is outside the first preset electrical data range and within the second preset electrical data range, it is determined that the electric meter box terminal operates normally, and whether the environmental data is abnormal is detected; When it is detected that the electrical data is outside the first preset electrical data range and outside the second preset electrical data range, it is determined that the meter box terminal is operating abnormally and an alarm is triggered.

4. The operation optimization method of the electric meter box terminal according to claim 1, characterized in that: The step S300 includes: Based on the abnormal electrical data and the normal operation of the meter box terminal, detect whether the environmental data is abnormal; When abnormal environmental data is detected, adjusting the environmental data based on the abnormal data point of the environmental data until the environmental data is within a normal range; When it is detected that the electrical data is abnormal and the environmental data is normal, the abnormal situation of the electrical data is identified based on the abnormal data points of the electrical data and an early warning message is issued.

5. The operation optimization method of the electric meter box terminal according to claim 4, wherein the electric meter box terminal is provided with an environmental adjustment device, characterized in that: The step S400 includes: When it is detected that the environmental data is within the preset environmental data range, the environmental data is judged to be normal; When it is detected that the environmental data is outside the preset environmental data range, the environmental data is detected as data abnormality, and based on the abnormal data points of the environmental data, instructions are sent to the environmental adjustment device to adjust the environmental data until the environmental data is within the normal range.

6. The operation optimization method of the electric meter box terminal according to claim 1, characterized in that: The step S400 includes: Identify whether there is abnormal behavior in the vicinity of the meter box terminal based on the image information; When abnormal behavior is identified, identifying whether there is illegal intrusion in the vicinity of the meter box terminal based on image information and environmental data; When an illegal intrusion is detected, an alarm is triggered.

7. The operation optimization method of the electric meter box terminal according to claim 6, characterized in that: When the abnormal behavior is identified, the step of identifying whether there is illegal intrusion in the vicinity of the electric meter box terminal based on the image information and the environmental data further includes: Acquire historical data of abnormal behavior, establish an abnormal prediction model for the abnormal behavior, and send warning information when the abnormal prediction model predicts the existence of illegal intrusion based on the current abnormal behavior.

8. The operation optimization method of the electric meter box terminal according to claim 1, characterized in that: The optimization method further comprises: Acquire historical data of environmental data, establish an environmental prediction model for the environmental data, and adjust current environmental data according to output results of the environmental prediction model.

9. An optimization device, characterized in that: It comprises a memory and a processor, the meter box terminal comprises a metering device and a switch device, the memory stores an application program, and the processor is used to run the application program in the memory to execute the steps of the operation optimization method of the meter box terminal as described in any one of claims 1-8.

10. An electric meter box terminal, characterized in that: It comprises a metering device, a switch device, a sensor, an image acquisition device, an environmental adjustment device and the optimization device as claimed in claim 9, wherein the optimization device is electrically connected to the metering device and the environmental adjustment device.

Images