Integrated remote monitoring inspection system

Abstract

An integrated remote monitoring inspection system relates to the technical field of power inspection and comprises a power module, a multifunctional sensor module, a wireless transmission module, a central control system, a video monitoring platform, an intelligent terminal, a positioning module, a database storage module and an intelligent analysis module. The power module is responsible for power supply; the central control system controls operation of the multifunctional sensor module and the video monitoring platform and analyzes collected data. The multifunctional sensor module is used for monitoring the working state of the electrical equipment and transmitting information through the wireless transmission module; by introducing the multifunctional sensor module, the video monitoring platform and the intelligent analysis module, the system realizes real-time monitoring and automatic early warning of the state of the power equipment, and greatly reduces the frequency and workload of manual inspection. A user checks monitoring information anytime and anywhere through an application program on the intelligent terminal and responds to an abnormal condition, so that the work of a manager is greatly facilitated.

Description

Technical Field

[0001] The present invention relates to the technical field of electric power inspection, and in particular to an integrated remote monitoring inspection system. Background Art

[0002] With the increasing complexity of power facilities and the growing demand for intelligence, traditional power equipment monitoring and maintenance methods can no longer meet the requirements of modern power grid management. The existing technology has problems such as high labor intensity, low efficiency, and decentralized work in manual monitoring, and traditional methods have safety hazards in preventing electrical equipment failures. In addition, electrical equipment inspections require a lot of manpower and time, and the inspection staff have low work efficiency and are unable to capture potential hidden dangers of electrical equipment in a timely manner.

[0003] A Chinese patent (publication number: CN111343285A) discloses an online power monitoring system with reinforcement learning and intelligent image recognition; the patent includes an online power monitoring system, which includes field monitoring equipment, an information processing system, a remote control system and a data transmission system, and the information processing system includes a server, an automatic alarm module, an intelligent algorithm analysis module and a power management module; the intelligent algorithm analysis module of the patent can only distinguish the situations appearing in the image; it cannot further improve the intelligence. Summary of the invention

[0004] In order to overcome the deficiencies in the background technology, the present invention discloses an integrated remote monitoring and inspection system.

[0005] In order to achieve the above-mentioned invention object, the present invention adopts the following technical scheme: An integrated remote monitoring and inspection system comprises a power module, a multifunctional sensor module, a wireless transmission module, a central control system, a video monitoring platform, an intelligent terminal, a positioning module, a database storage module and an intelligent analysis module; the power module is responsible for power supply; the central control system controls the operation of the multifunctional sensor module and the video monitoring platform, and analyzes the collected data; the multifunctional sensor module is used to monitor the working status of electrical equipment, and transmits information through the wireless transmission module; the video monitoring platform comprises a remote monitoring camera and a data acquisition module, and the data acquisition module uploads the captured image through the wireless transmission module; the positioning module automatically determines its own position and uploads this information; the database storage module is used to store the data uploaded by the multifunctional sensor module, the video monitoring platform and the positioning module; the intelligent analysis module uses an artificial intelligence algorithm to perform real-time analysis on the data in the database storage module, regularly trains the analysis model, and deploys the trained analysis model to the central control system; users view and control the central control system through the intelligent terminal.

[0006] Preferably, the multifunctional sensor module comprises a data acquisition module, a voltage detection module, a smoke detection module, a temperature detection module and a working status detection module, and the data acquisition module is signal-connected with the wireless transmission module.

[0007] Preferably, the central control system includes a wireless receiving module, a system security module, a control module, an identity authentication module, a communication module and a database, the wireless receiving module is signal-connected to the system security module, and the system security module and the identity authentication module are signal-connected to the control module respectively.

[0008] Preferably, the smart terminal includes one or more of a PC device, a tablet computer or a mobile terminal; the smart terminal is connected to the communication module signal of the central control system via a data network.

[0009] Preferably, the positioning module includes a positioning base station deployed indoors and a GPS positioning antenna deployed outdoors.

[0010] Preferably, the power module comprises a CT power supply device, a battery pack and a solar power generation device.

[0011] Preferably, the intelligent analysis module obtains the original data of the multifunctional sensor module and the video monitoring platform from the database storage module; cleans, normalizes and extracts features from these data, and matches the data of the multifunctional sensor module and the video monitoring platform in chronological order; uses historical data sets to perform offline training on the selected model and optimizes parameters until the expected performance indicators are achieved; deploys the trained model to the central control system so that it can perform real-time prediction tasks in the actual operating environment; when new data is input, the intelligent analysis module quickly evaluates whether the current situation is normal.

[0012] Preferably, the inspection method comprises the following steps: Step 1: Initialize the system, start the power module, and ensure that all hardware components are correctly connected and working properly; log in to the central control system and verify that the communication link is unobstructed; Step 2, parameter configuration, adjust the working parameters of the multi-function sensor module according to the specific application scenario; set the camera angle and resolution of the video surveillance platform to ensure that the coverage meets the requirements; configure the GPS antenna position information in the positioning module; Step 3: Permission management: update the user's identity authentication information in the central control system to ensure that only authorized personnel can access; assign smart terminals to inspection personnel; Step 4, daily inspection process, configure the operating parameters of the multi-function sensor module and the video monitoring platform through the central control system; the multi-function sensor module continuously monitors the working status of the electrical equipment; sends it to the database storage module through the wireless transmission module; the video monitoring platform regularly takes images of the electrical equipment and uploads them to the database storage module; the intelligent analysis module uses the historical data set in the database storage module to perform offline training on the selected model; the trained model is deployed to the central control system, and the central control system performs real-time prediction tasks. When an abnormality occurs, the central control system notifies the relevant inspection personnel through the smart terminal; the inspection personnel carry the smart terminal to the scene for on-site verification; use the smart terminal to view detailed fault reports and historical records, and determine whether emergency measures need to be taken based on actual conditions.

[0013] Due to the adoption of the above-mentioned technical solution, the present invention has the following beneficial effects: The present invention discloses an integrated remote monitoring and inspection system. By introducing a multifunctional sensor module, a video monitoring platform and an intelligent analysis module, the system realizes real-time monitoring and automatic early warning of the status of power equipment, greatly reducing the frequency and workload of manual inspections. Users can view monitoring information and respond to abnormal situations anytime and anywhere through the application on the smart terminal, which greatly facilitates the work of managers. When an abnormal situation is detected, the system can immediately generate an alarm and notify relevant personnel to take action, avoiding the expansion of the problem and improving the speed and efficiency of emergency handling. Based on the long-term accumulated equipment operation data, it helps engineers understand the performance characteristics of electrical equipment under different seasons and weather conditions, so as to formulate more scientific and reasonable maintenance plans and further improve the reliability and stability of the equipment. BRIEF DESCRIPTION OF THE DRAWINGS

[0014] Figure 1 Schematic diagram of the system framework of the present invention. DETAILED DESCRIPTION

[0015] The present invention can be explained in detail through the following embodiments. The purpose of disclosing the present invention is to protect all technical improvements within the scope of the present invention. In the description of the present invention, it should be understood that if there are terms such as "upper", "lower", "front", "back", "left", "right", etc. indicating directions or positional relationships, they only correspond to the drawings of the present application for the convenience of describing the present invention, and do not indicate or imply that the device or element referred to must have a specific direction.

[0016] Embodiment 1, in combination with Figure 1 , an integrated remote monitoring and inspection system, includes a power module, a multi-functional sensor module, a wireless transmission module, a central control system, a video monitoring platform, an intelligent terminal, a positioning module, a database storage module and an intelligent analysis module.

[0017] The power module is responsible for power supply. The power module includes a CT power supply device, a battery pack and a solar power generation device.

[0018] The CT power supply device obtains a small amount of electricity from the existing power lines without the need for additional wiring. The battery pack has a long service life and high energy density, and is used as a main power source or backup power source. The solar power generation device uses the photovoltaic effect to convert sunlight into electrical energy as a supplementary energy source, including solar panels, charge and discharge controllers, inverters and other components.

[0019] Working principle of power module: Multi-source power supply mechanism: CT power supply device is used first, and battery pack and solar power generation device are also equipped. This redundant design ensures that the system can continue to work even if one power supply fails.

[0020] Intelligent switching logic: The built-in power management system monitors the status of each power supply in real time. Once a main power interruption is detected, the backup power supply will be immediately started and the current status will be reported to the central control system through the communication interface.

[0021] For solar power generation devices, the charge and discharge controller adjusts the charging rate according to the light intensity to avoid overcharging or undercharging; it can also automatically stop charging at night or on cloudy days to protect the health of the battery.

[0022] The power management system can flexibly allocate power according to actual load demand.

[0023] Safety protection measures: Multiple protection mechanisms are built in, such as overvoltage / undervoltage protection, overcurrent protection, temperature protection, etc., to prevent equipment damage caused by power fluctuations and improve system stability.

[0024] Remote monitoring and maintenance: Allows remote status query and parameter setting through the central control system, simplifies daily maintenance work, detects potential problems in time, and takes preventive measures in advance.

[0025] The central control system controls the operation of the multifunctional sensor module and the video surveillance platform, and analyzes the collected data. The central control system includes a wireless receiving module, a system security module, a control module, an identity authentication module, a communication module, and a database. The wireless receiving module is connected to the system security module by signals, and the system security module and the identity authentication module are connected to the control module by signals. Wireless receiving module: responsible for receiving data from the wireless transmission module.

[0026] System security module: Use encryption algorithms, login verification and other methods to protect the system from unauthorized access.

[0027] Control module: As the "brain" of the system, it processes the received data and makes decisions.

[0028] Authentication module: Provides fingerprint recognition, face recognition or key recognition to ensure that only authorized personnel have access.

[0029] Communication module: Provides 4G / 5G network interface to achieve efficient data exchange between the central control system and smart terminals.

[0030] Database: used to temporarily store the collected data for subsequent analysis.

[0031] Working principle: Data processing and decision-making: After the central control system receives the new data from the database storage module, it analyzes and processes the data according to the preset rules and decides whether to trigger an alarm or take other actions.

[0032] Permission management: Protect the system from unauthorized access by authenticating the visitor. Only authorized people can access specific functions or areas.

[0033] Remote management and control: Users can access the system through smart terminals and perform related operations, such as viewing monitoring information and modifying configuration parameters.

[0034] The multifunctional sensor module is used to monitor the working state of the electrical equipment and transmit information through the wireless transmission module. The multifunctional sensor module includes a data acquisition module, a voltage detection module, a smoke detection module, a temperature detection module and a working state detection module. The data acquisition module is signal-connected to the wireless transmission module.

[0035] Data acquisition module: collects data from various sensors, performs preliminary processing and sends it to the wireless transmission module.

[0036] Voltage detection module: monitors the voltage level of electrical equipment.

[0037] Smoke detection module: detects smoke concentration in the working environment to warn of fire risks.

[0038] Temperature detection module: measures the temperature of electrical equipment and the surrounding environment.

[0039] Working status detection module: records the operating status of electrical equipment, such as switch status and load conditions.

[0040] Working principle: The multifunctional sensor module continuously monitors the working status of the electrical equipment. After the data acquisition module performs preliminary processing on the collected data, it is sent to the database storage module through the wireless transmission module to ensure the timeliness and reliability of data transmission.

[0041] The video monitoring platform includes a remote monitoring camera and a data acquisition module. The data acquisition module uploads the captured images via a wireless transmission module.

[0042] The positioning module automatically determines its own position and uploads this information. The positioning module includes a positioning base station deployed indoors and a GPS positioning antenna deployed outdoors. The positioning module automatically determines its own position through a GPS positioning antenna or an indoor positioning base station and uploads this information to the central control system. This helps track the location changes of the device to prevent theft, and can accurately mark the specific location of each device on the map. When the system detects an abnormal situation, the positioning information can help quickly lock the target so that appropriate emergency response measures can be taken.

[0043] The database storage module is used to store data uploaded by the multi-functional sensor module, video monitoring platform and positioning module.

[0044] The intelligent analysis module uses artificial intelligence algorithms to perform real-time analysis on the data in the database storage module and regularly trains analysis models, including time series prediction models (LSTM) and image recognition models (CNN). It regularly collects new data samples to update existing models. It deploys trained analysis models to the central control system. Through continuous iteration, it improves the intelligence level and service quality of the central control system. Users can view and control the central control system through smart terminals. It allows managers to view monitoring information anytime and anywhere and respond to abnormal situations.

[0045] The inspection method includes the following steps: Step 1: Initialize the system, start the power module, and ensure that all hardware components are correctly connected and working properly; log in to the central control system and verify that the communication link is unobstructed; Step 2, parameter configuration, adjust the working parameters of the multi-function sensor module according to the specific application scenario; set the camera angle and resolution of the video surveillance platform to ensure that the coverage meets the requirements; configure the GPS antenna position information in the positioning module; Step 3: Permission management: update the user's identity authentication information in the central control system to ensure that only authorized personnel can access; assign smart terminals to inspection personnel; Step 4, daily inspection process, configure the operating parameters of the multi-function sensor module and the video monitoring platform through the central control system; the multi-function sensor module continuously monitors the working status of the electrical equipment; sends it to the database storage module through the wireless transmission module; the video monitoring platform regularly takes images of the electrical equipment and uploads them to the database storage module; the intelligent analysis module uses the historical data set in the database storage module to perform offline training on the selected model; the trained model is deployed to the central control system, and the central control system performs real-time prediction tasks. When an abnormality occurs, the central control system notifies the relevant inspection personnel through the smart terminal; the inspection personnel carry the smart terminal to the scene for on-site verification; use the smart terminal to view detailed fault reports and historical records, and determine whether emergency measures need to be taken based on actual conditions.

[0046] The parts of the present invention that are not described in detail are prior art. It is obvious to those skilled in the art that the present invention is not limited to the details of the above-mentioned exemplary embodiments, and the present invention can be implemented in other specific forms without departing from the spirit or basic characteristics of the present invention; therefore, no matter from which point of view, the embodiments should be regarded as exemplary and non-restrictive, and it is intended that all changes that fall within the meaning and scope of equivalent elements are included in the present invention.

Claims

1. An integrated remote monitoring and inspection system, characterized by: It includes power module, multi-function sensor module, wireless transmission module, central control system, video monitoring platform, intelligent terminal, positioning module, database storage module and intelligent analysis module; The power module is responsible for power supply; the central control system controls the operation of the multifunctional sensor module and the video monitoring platform, and analyzes the collected data; the multifunctional sensor module is used to monitor the working status of the electrical equipment and transmit information through the wireless transmission module; the video monitoring platform includes a remote monitoring camera and a data acquisition module, and the data acquisition module uploads the captured images through the wireless transmission module; the positioning module automatically determines its own position and uploads this information; the database storage module is used to store the data uploaded by the multifunctional sensor module, the video monitoring platform and the positioning module; The intelligent analysis module uses artificial intelligence algorithms to perform real-time analysis on the data in the database storage module, regularly trains the analysis model, and deploys the trained analysis model to the central control system; Users view and control the central control system through smart terminals.

2. The integrated remote monitoring and inspection system according to claim 1 is characterized in that: The multifunctional sensor module comprises a data acquisition module, a voltage detection module, a smoke detection module, a temperature detection module and a working state detection module, and the data acquisition module is signal-connected with the wireless transmission module.

3. The integrated remote monitoring and inspection system according to claim 1 is characterized in that: The central control system includes a wireless receiving module, a system security module, a control module, an identity authentication module, a communication module and a database. The wireless receiving module is connected to the system security module by signals, and the system security module and the identity authentication module are respectively connected to the control module by signals.

4. The integrated remote monitoring and inspection system as claimed in claim 3 is characterized by: The smart terminal includes one or more of a PC device, a tablet computer or a mobile terminal; the smart terminal is connected to the communication module signal of the central control system through a data network.

5. The integrated remote monitoring and inspection system according to claim 1 is characterized in that: The positioning module includes a positioning base station deployed indoors and a GPS positioning antenna deployed outdoors.

6. The integrated remote monitoring and inspection system according to claim 1 is characterized in that: The power module includes a CT power supply device, a battery pack and a solar power generation device.

7. The integrated remote monitoring and inspection system according to claim 1 is characterized in that: The intelligent analysis module obtains the original data of the multifunctional sensor module and the video monitoring platform from the database storage module; cleans, normalizes and extracts features from these data, and matches the data of the multifunctional sensor module and the video monitoring platform in chronological order; uses historical data sets to perform offline training on the selected model and optimizes parameters until the expected performance indicators are achieved; deploys the trained model to the central control system so that it can perform real-time prediction tasks in the actual operating environment; when new data is input, the intelligent analysis module quickly evaluates whether the current situation is normal.

8. The integrated remote monitoring and inspection system according to claim 1 is characterized in that: The inspection method includes the following steps: Step 1: Initialize the system, start the power module, and ensure that all hardware components are correctly connected and working properly; log in to the central control system and verify that the communication link is unobstructed; Step 2, parameter configuration, adjust the working parameters of the multi-function sensor module according to the specific application scenario; set the camera angle and resolution of the video surveillance platform to ensure that the coverage meets the requirements; configure the GPS antenna position information in the positioning module; Step 3: Permission management: update the user's identity authentication information in the central control system to ensure that only authorized personnel can access; assign smart terminals to inspection personnel; Step 4, daily inspection process, configure the operating parameters of the multifunctional sensor module and the video monitoring platform through the central control system; the multifunctional sensor module continuously monitors the working status of the electrical equipment; sends the data to the database storage module through the wireless transmission module; the video monitoring platform regularly takes images of the electrical equipment and uploads them to the database storage module; the intelligent analysis module uses the historical data set in the database storage module to perform offline training on the selected model; the trained model is deployed to the central control system, which performs real-time prediction tasks, and notifies the relevant inspection personnel through the intelligent terminal when an abnormality occurs; The inspection personnel carry smart terminals to the scene of the incident for on-site inspection; use the smart terminals to view detailed fault reports and historical records, and determine whether emergency measures need to be taken based on actual conditions.

Images