Intelligent control platform based on AI analysis

Abstract

The invention relates to the technical field of intelligent control, and discloses an intelligent control platform based on AI analysis, which comprises a data real-time acquisition unit, a data transmission unit, a data storage unit, a data processing unit, an AI regulation and control unit and a real-time monitoring unit, and the data real-time acquisition unit is used for performing real-time acquisition on current, voltage, temperature and operation images of electrical equipment in the power distribution room and temperature, humidity and smoke concentration information data of internal and external environments of the power distribution room. Through data acquisition of the power distribution room and AI analysis and judgment, abnormal conditions of the power distribution room can be known in time, the abnormal conditions can be intelligently processed through the AI regulation and control unit, meanwhile, an alarm can be given to operation and maintenance personnel, complex abnormal conditions can be overhauled on site, the labor amount of the operation and maintenance personnel is effectively reduced, and the working efficiency of the operation and maintenance personnel is improved. And the exception handling efficiency is greatly improved.

Description

Technical Field

[0001] The present invention relates to the field of intelligent control technology, and more specifically discloses an intelligent control platform based on AI analysis. Background Art

[0002] The distribution room mainly refers to an indoor distribution place with low-voltage loads. It mainly distributes electricity to low-voltage users. It is equipped with high and medium voltage incoming lines (a small number of outgoing lines may be available), distribution transformers and low-voltage distribution devices. Facilities with voltage level equipment of 10kV and below are divided into high-voltage distribution room and low-voltage distribution room. High-voltage distribution room generally refers to 6kV-10kV high-voltage switch room, and low-voltage distribution room generally refers to 10kV or 35kV station transformer outgoing line 400V distribution room, which can be equipped with distribution transformer when necessary. The voltage level of the distribution room is below 35KV, and switches, mutual inductors, capacitors and related protection and measuring devices are installed inside. It is composed of incoming line cabinet, metering cabinet, PT cabinet (voltage transformer cabinet), outgoing line cabinet, contact cabinet and isolation cabinet, so the equipment in the distribution room is numerous and complex. Traditional distribution rooms require operation and maintenance personnel to conduct regular patrols and inspections to ensure the normal operation of the distribution room. This leads to a large demand for operation and maintenance personnel, and also increases their workload. Continuous repeated inspections consume a lot of energy and time. Summary of the invention

[0003] The present invention mainly provides an intelligent control platform based on AI analysis, which can solve the problem that traditional distribution rooms require operation and maintenance personnel to conduct regular patrols and inspections to ensure the normal operation of the distribution rooms, which leads to a large demand for operation and maintenance personnel and also increases the workload of operation and maintenance personnel. Continuous repeated inspections consume a lot of energy and time.

[0004] To solve the above technical problems, according to one aspect of the present invention, more specifically, an intelligent control platform based on AI analysis includes: a real-time data acquisition unit, a data transmission unit, a data storage unit, a data processing unit, an AI control unit and a real-time monitoring unit, wherein; Real-time data acquisition unit: used to collect the current, voltage, temperature, operation image of the electrical equipment in the distribution room, and the temperature, humidity and smoke concentration information data of the indoor and outdoor environment of the distribution room in real time; Data transmission unit: used for real-time transmission of information data collected by the real-time data collection unit; Data storage unit: used to store the information data transmitted in real time by the data transmission unit; Data processing unit: used to acquire and analyze the information data stored in the data storage unit, and obtain the analysis results. It can also generate a distribution room operation report based on the analysis results, and can also issue control instructions to the AI ​​control unit for intelligent control based on the analysis results; AI control unit: used to receive instructions after the AI ​​analysis module obtains an abnormal result, and intelligently ventilates and cools the distribution room and extinguishes open flames; Real-time monitoring unit: used to display the analysis results of the AI ​​analysis module and the information data stored in the data storage unit in real time. At the same time, when the results obtained by the AI ​​analysis module are abnormal, an alarm can be sent to the background terminal.

[0005] Furthermore, the real-time data acquisition unit includes: a current acquisition module, a voltage acquisition module, an image acquisition module, a temperature acquisition module, a humidity acquisition module and a smoke acquisition module; Current acquisition module: used to collect current information data of electrical equipment in the power distribution room in real time; Voltage acquisition module: used to collect voltage information data of electrical equipment in the power distribution room in real time; Image acquisition module: used to collect real-time operating image information data of electrical equipment in the power distribution room; Temperature acquisition module: used to collect temperature information data of electrical equipment inside and outside the power distribution room and in the power distribution room in real time; Humidity collection module: used to collect air humidity information data in the power distribution room in real time; Smoke collection module: used to collect real-time information data on smoke concentration in the distribution room through multiple smoke collection devices.

[0006] Furthermore, the data processing unit includes: a data acquisition module, an AI analysis module, a result generation module and an instruction issuing module; Data acquisition module: used for real-time acquisition of information data stored in the data storage unit; AI analysis module: used to analyze and judge the information data obtained by the data acquisition module, so as to obtain the results of the analysis and judgment; Result generation module: used to generate a distribution room operation report based on the analysis and judgment results of the AI ​​analysis module; Instruction issuing module: When an abnormal situation occurs in the results of the analysis and judgment of the AI ​​analysis module, it will trigger the abnormal alarm module, alarm the background terminal, and issue corresponding control instructions to the AI ​​control unit according to the results of the analysis and judgment to control the distribution room.

[0007] Furthermore, the AI ​​control unit includes: a command receiving module, a ventilation control module, a temperature control module and a fire extinguishing module; Instruction receiving module: used to receive control instructions issued by the instruction issuing module; Ventilation control module: used to accelerate the circulation of air inside and outside the distribution room by controlling the exhaust equipment; Temperature control module: used to intelligently control the temperature in the power distribution room by controlling the air-conditioning equipment; Fire extinguishing module: used to extinguish fire in the distribution room when a fire occurs in the distribution room.

[0008] Furthermore, the AI ​​analysis module can obtain the real-time indoor and outdoor temperature information data of the power distribution room actually measured by the data acquisition module, and can obtain the temperature index of the power distribution room through the above acquired data analysis, if: , This indicates that the temperature difference between indoor and outdoor is large. The ventilation control module can be used to accelerate the indoor and outdoor air circulation speed and ventilate and cool the distribution room. is the temperature index, is the actual measured real-time outdoor temperature of the distribution room. It is the actual measured real-time indoor temperature of the power distribution room.

[0009] Furthermore, the AI ​​analysis module can obtain information data on the current, voltage, temperature of the electrical equipment in the distribution room and the air humidity in the distribution room from the data acquisition module, and can analyze the above acquired data to obtain the comprehensive safety index of the distribution room during operation, if: , This means that the comprehensive safety index of the power distribution room during operation is within the safe range, and the power distribution room can operate normally and safely, where N is the number of electrical equipment in the power distribution room. It is the comprehensive safety index of the power distribution room during operation. The actual measured value in the power distribution room The voltage value on the electrical equipment, For the distribution room The rated voltage value on an electrical device, The actual measured value in the power distribution room The current value on the electrical equipment, For the distribution room The rated current value of each electrical device, The actual measured value in the power distribution room The temperature of the electrical equipment, is the preset rated temperature of the distribution room. is the actual measured indoor air humidity of the power distribution room, is the preset rated air humidity in the power distribution room. It is the threshold parameter of the preset safety index.

[0010] Furthermore, the AI ​​analysis module can obtain information data on the smoke concentration in the power distribution room from the data acquisition module, and analyze the data in combination with the number of smoke collection devices set. If: , This means that the smoke concentration in the distribution room is within a safe range, where M is the number of smoke collection devices installed in the distribution room. For the The actual smoke concentration measured by the smoke collection device, is the preset standard smoke concentration in the distribution room. It is the threshold parameter of smoke alarm.

[0011] Furthermore, the real-time monitoring unit includes: a data retrieval module, an information display module and an abnormal alarm module; Data retrieval module: used for real-time retrieval of information data stored in the data storage unit and information data of analysis results obtained by the result generation module; Information display module: used to display the information data retrieved by the data retrieval module on the background terminal; Abnormal alarm module: used to send an alarm to the background terminal when the result obtained by the AI ​​analysis module is abnormal.

[0012] The beneficial effects of the intelligent control platform based on AI analysis of the present invention are as follows: through the image acquisition module, the work of the distribution room can be monitored remotely and visually in real time. Furthermore, by collecting data from the distribution room and judging through AI analysis, the abnormal situation of the distribution room can be understood in time, and the abnormal situation can be intelligently handled through the AI ​​control unit. At the same time, the operation and maintenance personnel can be alarmed and complex abnormal situations can be repaired on site, which effectively reduces the workload of the operation and maintenance personnel and greatly improves the efficiency of abnormal handling. BRIEF DESCRIPTION OF THE DRAWINGS

[0013] The present invention is further described in detail below with reference to the accompanying drawings and specific implementation methods.

[0014] Figure 1 This is a schematic diagram of the system principle. DETAILED DESCRIPTION

[0015] The present invention will be described in detail below with reference to the accompanying drawings and in combination with embodiments. It should be noted that the embodiments and features in the embodiments of the present application can be combined with each other without conflict.

[0016] According to one aspect of the present invention, Figure 1As shown, an intelligent control platform based on AI analysis is provided. First, the current, voltage, temperature, operation image of the electrical equipment in the distribution room and the temperature, humidity and smoke concentration information data of the indoor and outdoor environment of the distribution room are collected in real time through the current collection module, voltage collection module, image collection module, temperature collection module, humidity collection module and smoke collection module in the real-time data collection unit. Then, the collected data is transmitted to the data storage unit in real time through the data transmission unit. Then, the data acquisition module in the data processing unit obtains information data from the data storage unit. Then, the AI ​​analysis module analyzes and judges the obtained information data.

[0017] Afterwards, when the results of the AI ​​analysis module's analysis and judgment show an abnormal situation, the command issuing module will send control instructions to the abnormal alarm module to issue an alarm, and will also send control instructions to the AI ​​control unit based on the results of the analysis and judgment to intelligently ventilate and cool the distribution room and extinguish open flames.

[0018] The AI ​​analysis module can obtain the real-time indoor and outdoor temperature information data of the power distribution room actually measured from the data acquisition module, and can obtain the temperature index of the power distribution room through the above acquired data analysis, if: , This indicates that the temperature difference between indoor and outdoor is large. The ventilation control module can be used to accelerate the indoor and outdoor air circulation speed and ventilate and cool the distribution room. is the temperature index, is the actual measured real-time outdoor temperature of the distribution room. is the actual measured real-time indoor temperature of the power distribution room. , it means that the indoor and outdoor temperatures are close, and it is necessary to control the air conditioning equipment through the temperature control module to cool down the distribution room; if , it means that the indoor temperature of the power distribution room is too low, and the temperature control module needs to be used to control the air conditioning equipment to heat the room to keep the room warm. Avoid the temperature in the power distribution room being too high or too low, which will reduce the operating efficiency of the electrical equipment in the power distribution room.

[0019] The AI ​​analysis module can obtain the information data of the current, voltage, temperature of the electrical equipment in the distribution room and the air humidity in the distribution room from the data acquisition module, and can analyze the above acquired data to obtain the comprehensive safety index of the distribution room during operation. If: , This means that the comprehensive safety index of the power distribution room during operation is within the safe range, and the power distribution room can operate normally and safely. , it means that the comprehensive safety index of the power distribution room during operation is outside the safe range, and the power distribution room cannot operate safely. It will trigger the abnormal alarm module and send an alarm to the background terminal to remind the staff to enter the site to inspect and repair the electrical equipment in the power distribution room to ensure the normal and safe operation of the power distribution room. Among them, N is the number of electrical equipment in the power distribution room, It is the comprehensive safety index of the power distribution room during operation. The actual measured value in the power distribution room The voltage value on the electrical equipment, For the distribution room The rated voltage value on an electrical device, The actual measured value in the power distribution room The current value on the electrical equipment, For the distribution room The rated current value of each electrical device, The actual measured value in the power distribution room The temperature of the electrical equipment, is the preset rated temperature of the distribution room, which is 20℃. is the actual measured indoor air humidity of the power distribution room, is the preset rated air humidity in the power distribution room, which is 50%. It is the threshold parameter of the preset safety index.

[0020] The AI ​​analysis module can obtain information data on the smoke concentration in the distribution room from the data acquisition module, and analyze the data in combination with the number of smoke collection devices set up. If: , This means that the smoke concentration in the distribution room is within the safe range. , it means that the smoke concentration in the distribution room exceeds the safe range, which will trigger the abnormal alarm module and send an alarm to the background terminal to remind the staff to enter the site to check the distribution room to avoid fire. Among them, M is the number of smoke collection devices installed in the distribution room, For the The actual smoke concentration measured by the smoke collection device, The preset standard smoke concentration in the distribution room is 100ppm. is the threshold parameter of the smoke alarm, and its value is 1; Furthermore, the image acquisition module can be used to collect real-time operating image information data of electrical equipment in the distribution room, and cooperate with the built-in open flame detection algorithm of the AI ​​analysis module to determine whether a fire has occurred in the distribution room. If a fire occurs, the abnormal alarm module will be triggered to send an alarm to the background terminal, reminding the staff to enter the scene to extinguish the fire in the distribution room. At the same time, the fire extinguishing module will be triggered to automatically extinguish the fire in the distribution room, effectively and timely extinguish the fire, and prevent the fire from causing serious damage to the distribution room.

[0021] Finally, through the real-time monitoring unit, the analysis results of the AI ​​analysis module and the information data stored in the data storage unit can be displayed in real time. At the same time, when the results of the AI ​​analysis module processing and analysis are abnormal, an alarm can be sent to the background terminal to promptly warn the staff and reduce the possibility of failure in the distribution room.

[0022] The electrical components that appear in this article are all electrical components that exist in reality.

[0023] Of course, the above description is not a limitation of the present invention, and the present invention is not limited to the above examples. Changes, modifications, additions or substitutions made by ordinary technicians in this technical field within the essential scope of the present invention also fall within the protection scope of the present invention.

Claims

1. An intelligent control platform based on AI analysis, characterized in that: include: Real-time data acquisition unit, data transmission unit, data storage unit, data processing unit, AI control unit and real-time monitoring unit, among which; Real-time data acquisition unit: used to collect the current, voltage, temperature, operation image of the electrical equipment in the distribution room, and the temperature, humidity and smoke concentration information data of the indoor and outdoor environment of the distribution room in real time; Data transmission unit: used for real-time transmission of information data collected by the real-time data collection unit; Data storage unit: used to store the information data transmitted in real time by the data transmission unit; Data processing unit: used to acquire and analyze the information data stored in the data storage unit, and obtain the analysis results. It can also generate a distribution room operation report based on the analysis results, and can also issue control instructions to the AI ​​control unit for intelligent control based on the analysis results; AI control unit: used to receive instructions after the AI ​​analysis module obtains an abnormal result, and intelligently ventilates and cools the distribution room and extinguishes open flames; Real-time monitoring unit: used to display the analysis results of the AI ​​analysis module and the information data stored in the data storage unit in real time. At the same time, when the results obtained by the AI ​​analysis module are abnormal, an alarm can be sent to the background terminal.

2. The intelligent control platform based on AI analysis according to claim 1, characterized in that: The real-time data acquisition unit includes: a current acquisition module, a voltage acquisition module, an image acquisition module, a temperature acquisition module, a humidity acquisition module and a smoke acquisition module; Current acquisition module: used to collect current information data of electrical equipment in the power distribution room in real time; Voltage acquisition module: used to collect voltage information data of electrical equipment in the power distribution room in real time; Image acquisition module: used to collect real-time operating image information data of electrical equipment in the power distribution room; Temperature acquisition module: used to collect temperature information data of electrical equipment inside and outside the power distribution room and in the power distribution room in real time; Humidity collection module: used to collect air humidity information data in the power distribution room in real time; Smoke collection module: used to collect real-time information data on smoke concentration in the distribution room through multiple smoke collection devices.

3. The intelligent control platform based on AI analysis according to claim 2, characterized in that: The data processing unit includes: a data acquisition module, an AI analysis module, a result generation module and an instruction issuing module; Data acquisition module: used for real-time acquisition of information data stored in the data storage unit; AI analysis module: used to analyze and judge the information data obtained by the data acquisition module, so as to obtain the results of the analysis and judgment; Result generation module: used to generate a distribution room operation report based on the analysis and judgment results of the AI ​​analysis module; Instruction issuing module: When an abnormal situation occurs in the results of the analysis and judgment of the AI ​​analysis module, it will trigger the abnormal alarm module, alarm the background terminal, and issue corresponding control instructions to the AI ​​control unit according to the results of the analysis and judgment to control the distribution room.

4. The intelligent control platform based on AI analysis according to claim 3, characterized in that: The AI ​​control unit includes: a command receiving module, a ventilation control module, a temperature control module and a fire extinguishing module; Instruction receiving module: used to receive control instructions issued by the instruction issuing module; Ventilation control module: used to accelerate the circulation of air inside and outside the distribution room by controlling the exhaust equipment; Temperature control module: used to intelligently control the temperature in the power distribution room by controlling the air-conditioning equipment; Fire extinguishing module: used to extinguish fire in the distribution room when a fire occurs in the distribution room.

5. The intelligent control platform based on AI analysis according to claim 4, characterized in that: The AI ​​analysis module can obtain the real-time indoor and outdoor temperature information data of the power distribution room actually measured from the data acquisition module, and can obtain the temperature index of the power distribution room through the above acquired data analysis, if: 、 This indicates that the temperature difference between indoor and outdoor is large. The ventilation control module can be used to accelerate the indoor and outdoor air circulation speed and ventilate and cool the distribution room. is the temperature index, is the actual measured real-time outdoor temperature of the distribution room. It is the actual measured real-time indoor temperature of the power distribution room.

6. The intelligent control platform based on AI analysis according to claim 5, characterized in that: The AI ​​analysis module can obtain information data on the current, voltage, temperature of the electrical equipment in the distribution room and the air humidity in the distribution room from the data acquisition module, and can analyze the above acquired data to obtain the comprehensive safety index of the distribution room during operation, if: 、 This means that the comprehensive safety index of the power distribution room during operation is within the safe range, and the power distribution room can operate normally and safely, where N is the number of electrical equipment in the power distribution room. It is the comprehensive safety index of the power distribution room during operation. The actual measured value in the power distribution room The voltage value on the electrical equipment, For the distribution room The rated voltage value on an electrical device, The actual measured value in the power distribution room The current value on the electrical equipment, In the distribution room The rated current value of each electrical device, The actual measured value in the power distribution room The temperature of the electrical equipment, is the preset rated temperature of the distribution room. is the actual measured indoor air humidity of the power distribution room, is the preset rated air humidity in the power distribution room. It is the threshold parameter of the preset safety index.

7. The intelligent control platform based on AI analysis according to claim 6, characterized in that: The AI ​​analysis module can obtain information data on the smoke concentration in the power distribution room from the data acquisition module, and analyze the data in combination with the number of smoke collection devices set. If: 、 This means that the smoke concentration in the distribution room is within a safe range, where M is the number of smoke collection devices installed in the distribution room. For the The actual smoke concentration measured by the smoke collection device, is the preset standard smoke concentration in the distribution room. It is the threshold parameter of smoke alarm.

8. The intelligent control platform based on AI analysis according to claim 7, characterized in that: The real-time monitoring unit includes: a data retrieval module, an information display module and an abnormal alarm module; Data retrieval module: used for real-time retrieval of information data stored in the data storage unit and information data of analysis results obtained by the result generation module; Information display module: used to display the information data retrieved by the data retrieval module on the background terminal; Abnormal alarm module: used to send an alarm to the background terminal when the result obtained by the AI ​​analysis module is abnormal.

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