CN217546089U - Edge Internet of things terminal with AI identification and data fusion analysis functions - Google Patents
Edge Internet of things terminal with AI identification and data fusion analysis functions Download PDFInfo
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- CN217546089U CN217546089U CN202221561525.9U CN202221561525U CN217546089U CN 217546089 U CN217546089 U CN 217546089U CN 202221561525 U CN202221561525 U CN 202221561525U CN 217546089 U CN217546089 U CN 217546089U
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Abstract
An edge internet of things terminal with AI identification and data fusion analysis comprises: the system comprises an edge Internet of things module, a power supply module, a sensor sink node, a power transmission line monitoring module and a communication module; the edge internet of things module is respectively connected with the power supply module, the sensor sink node, the power transmission line monitoring module and the communication module. The utility model provides an image data and sensor data assemble the node through transmission line prison shooting module and sensor respectively and with data input to edge thing allies oneself with the module, edge thing allies oneself with the module and passes through the AI algorithm and correspond the fusion analysis of tactics completion data, realize the state monitoring to shaft tower and transmission line locally, and send early warning information to the server through communication module, realize the hidden danger early warning by the application of deployment on the server, the number of times of data in high in the clouds and local conveying has been reduced, in time the early warning can be accomplished in the time of reducing the equipment consumption, transmission line's safe operation has greatly been ensured.
Description
Technical Field
The utility model discloses a possess AI discernment and data fusion analysis's marginal thing allies oneself with terminal belongs to the technical field of intelligent transmission of electricity.
Background
The running environment of the existing power grid is complex, and the manual inspection pressure is high. Therefore, in order to reduce the difficulty of the patrol work of the power transmission line and improve the patrol intelligence, the on-line monitoring devices of the power transmission line are distributed in all the components of the power transmission channel. However, in the implementation process, technicians find that the online monitoring device for the power transmission line has the following technical problems:
data such as visualization equipment and sensors are not collected at the edge, so that the local state of the power transmission channel can not be analyzed on site by fully and flexibly utilizing front-end data resources, and the analysis efficiency is low; the existing online monitoring device is weak in calculation force, cannot carry complex algorithms such as power transmission channel area identification and the like, so that local data are required to be uploaded to a remote server for analysis no matter whether hidden dangers exist, the abnormal response time is prolonged, and the power consumption of equipment is also improved.
Therefore, how to overcome the defects in the state analysis and equipment power consumption of the tower and the power transmission line in the prior art, and the edge object-to-object fusion terminal with AI identification and data fusion, which can collect sensor data and combine image data to further analyze the state of the tower and the power transmission line, are technical problems to be solved in the field.
SUMMERY OF THE UTILITY MODEL
To the not enough of prior art, the utility model discloses a marginal thing that possesses AI discernment and data fusion analysis allies oneself with terminal.
The detailed technical proposal of the utility model is as follows:
an edge internet of things terminal with AI identification and data fusion analysis comprises: the system comprises an edge Internet of things module, a power supply module, a sensor sink node, a power transmission line monitoring module and a communication module;
the sensor sink node is used for connecting a wireless tower inclination and wire galloping sensor which accords with a data transmission protocol of a power transmission line to obtain sensor data;
the power transmission line monitoring module is used for acquiring image information around the power transmission line and a tower;
the edge Internet of things module is used for fusing the sensor data and the image data and obtaining analysis decision information according to a preset algorithm; the edge internet of things module combines an AI algorithm and a corresponding strategy to complete the fusion analysis of sensor data and image data so as to generate early warning information, and the early warning information can be replaced according to a specific application scene, which does not belong to the protected content of the utility model;
the power supply module is used for controlling the power on and off of the edge Internet of things terminal;
the communication module is used for uploading the sensor data, the image data and the analysis decision information to a background server through an Internet of things card;
the edge internet of things module is respectively connected with the power supply module, the sensor sink node, the power transmission line monitoring module and the communication module.
According to the utility model discloses it is preferred, power module includes: the solar energy battery comprises a battery module, a solar module and a power supply microcontroller, wherein the battery module comprises a storage battery, and the storage battery is connected with the edge Internet of things module through a power supply circuit; the solar module comprises a solar panel, the solar panel is connected with the storage battery through a charging circuit, and the power supply microcontroller is connected with the edge Internet of things module.
According to the utility model discloses it is preferred, the sensor assembles the node and is integrated wireless Lora module, allies oneself with the module with marginal thing and is connected, can receive wireless micropower class sensor data.
According to the utility model discloses it is preferred, transmission line monitoring module passes through the ethernet mouth with wired mode and connects marginal thing allies oneself with the module.
According to the utility model discloses preferred, communication module pass through the ethernet mouth with the marginal thing allies oneself with the module and connects, carries out information interaction through the thing of telecommunication allies oneself with card and backend server.
The utility model has the following technical advantages:
the utility model provides a marginal thing allies oneself with fuses terminal. Image data and sensor data are respectively input into the edge internet of things module through the power transmission line monitoring module and the sensor aggregation node, the edge internet of things module completes fusion analysis of the data through an AI algorithm and a corresponding strategy, state monitoring of a tower and the power transmission line is locally realized, early warning information is sent to a server through a communication module, hidden danger early warning is realized by application deployed on the server, the number of times of data transmission between the cloud and the local is reduced, timely early warning can be realized while the power consumption of equipment is reduced, and the safe operation of the power transmission line is greatly guaranteed.
Drawings
FIG. 1 is a schematic view of the structure principle of the present invention;
fig. 2 is a schematic diagram of the connection between the edge internet of things module and the power supply module of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be described clearly and completely with reference to the drawings and the embodiments of the specification, and it is obvious that the described embodiments are only some embodiments of the present invention, not all embodiments. Based on the embodiments in the present invention, all other embodiments obtained by a person skilled in the art without creative work belong to the protection scope of the present invention.
Examples of the following,
As shown in fig. 1 and 2. The edge Internet of things terminal with AI identification and data fusion analysis improves the efficiency of data analysis in local, and achieves comprehensive state analysis and timely early warning of hidden danger;
the edge internet of things terminal comprises: the system comprises an edge Internet of things module, a power supply module, a sensor sink node, a power transmission line monitoring module and a communication module;
the sensor sink node is used for connecting a wireless tower inclination and wire galloping sensor which accords with a data transmission protocol of a power transmission line to obtain sensor data;
the power transmission line monitoring module is used for acquiring image information around the power transmission line and the tower;
the edge Internet of things module is used for fusing the sensor data and the image data and obtaining analysis decision information according to a preset algorithm; the edge internet of things module comprises an ARM processor STM32F103RET6 and an artificial intelligence core board RK1808. The ARM processor is responsible for power management and task scheduling of each module, and can control the power-on time of the sensor collection node and the power transmission line monitoring module according to a time schedule issued by the server, so that the purpose of reducing power consumption is achieved. An Internet of things unified framework is built in the artificial intelligence core board RK1808, a sensor data processing strategy and Fast-RCNN and YOLO-V3 artificial intelligence algorithms are integrated, fusion calculation of sensor data and image data is carried out, the running state of a power transmission line of a tower is accurately mastered, and whether early warning information is sent to a communication module or not is determined according to a calculation result.
The power supply module is used for controlling the power on and off of the edge Internet of things terminal;
the communication module is used for uploading the sensor data, the image data and the analysis decision information to a background server through an Internet of things card;
the edge internet of things module is respectively connected with the power supply module, the sensor sink node, the power transmission line monitoring module and the communication module.
The power supply module includes: the solar energy mobile terminal comprises a battery module, a solar module and a power supply microcontroller, wherein the battery module comprises a storage battery which is connected with the edge internet of things module through a power supply circuit; the solar module comprises a solar panel, the solar panel is connected with the storage battery through a charging circuit, and the power supply microcontroller is connected with the edge Internet of things module. This embodiment sets up power supply circuit and is current 3.3V circuit, and solar module includes solar cell panel, and solar cell panel passes through charging circuit and connects the battery, utilizes solar cell panel to charge for the battery. The power supply microcontroller is connected with the edge Internet of things module. The solar cell panel is a 15W solar cell panel with high conversion rate, so that the equipment can charge the battery quickly, the time required for full charging is shortened, the equipment can stably operate without maintenance for a long time, and the purposes of energy conservation and environmental protection are achieved.
The sensor convergent node is integrated wireless Lora module, and the sensor convergent node carries on the quartz Lora module, realizes assembling following the sensor data of defeated substation equipment thing networking sensor data protocol, and built-in low-power mode supports aerial awakening, can accomplish quick response when receiving sensor early warning data.
And the power transmission line monitoring module is connected with the edge Internet of things module through an Ethernet port in a wired mode. The power transmission line monitoring module supports 1600w pixels, and the auxiliary camera is fixed to be 200w pixels and has a night vision function. The monitoring and shooting microcontroller is connected with an ARM processor of the edge Internet of things module, the ARM processor controls the power-on and power-off of the power transmission line monitoring and shooting module, and the monitoring and shooting module transmits images to RK1808 through the Ethernet port for processing.
The communication module is connected with the edge Internet of things module through an Ethernet port and performs information interaction with the background server through the Internet of things card. The communication module adopts 4G communication technology to carry out information transmission, can be connected to the Internet of things platform of each province and city by modifying APN parameters, and has convenient configuration and simple use. The background server is used for receiving data sent by the edge Internet of things terminal, and the early warning information can be pushed to the mobile phone client or the desktop client through the application deployed on the server, so that the data display and management are realized.
All modules in the embodiment have a low power consumption mode, so that energy consumption can be reduced. Through tests, if the device is in the continuous rainy condition with low illumination or even no illumination, the lithium battery pack can support the device to continuously run for more than 20 days under the condition of no charging.
Claims (5)
1. An edge internet of things terminal with AI identification and data fusion analysis, comprising: the system comprises an edge Internet of things module, a power supply module, a sensor sink node, a power transmission line monitoring module and a communication module;
the sensor sink node is used for connecting a wireless tower inclination and wire galloping sensor which accords with a data transmission protocol of a power transmission line to obtain sensor data;
the power transmission line monitoring module is used for acquiring image information around the power transmission line and the tower;
the edge Internet of things module is used for fusing the sensor data and the image data and obtaining analysis decision information according to a preset algorithm;
the power supply module is used for controlling the power on and off of the edge Internet of things terminal;
the communication module is used for uploading the sensor data, the image data and the analysis decision information to a background server through an Internet of things card;
the edge internet of things module is respectively connected with the power supply module, the sensor sink node, the power transmission line monitoring module and the communication module.
2. The edge internet of things terminal with AI identification and data fusion analysis as claimed in claim 1, wherein the power module comprises: the solar energy battery comprises a battery module, a solar module and a power supply microcontroller, wherein the battery module comprises a storage battery, and the storage battery is connected with the edge Internet of things module through a power supply circuit; the solar module comprises a solar panel, the solar panel is connected with the storage battery through a charging circuit, and the power supply microcontroller is connected with the edge Internet of things module.
3. The edge internet of things terminal with AI identification and data fusion analysis as claimed in claim 1, wherein the sensor sink node is an integrated wireless Lora module.
4. The edge internet of things terminal with AI identification and data fusion analysis of claim 1, wherein the electric transmission line monitoring module is connected with the edge internet of things module through an Ethernet port in a wired manner.
5. The edge internet of things terminal with AI identification and data fusion analysis as claimed in claim 1, wherein the communication module is connected to the edge internet of things module via an Ethernet port, and performs information interaction with a background server via a telecom internet of things card.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202221561525.9U CN217546089U (en) | 2022-06-21 | 2022-06-21 | Edge Internet of things terminal with AI identification and data fusion analysis functions |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202221561525.9U CN217546089U (en) | 2022-06-21 | 2022-06-21 | Edge Internet of things terminal with AI identification and data fusion analysis functions |
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| Publication Number | Publication Date |
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| CN217546089U true CN217546089U (en) | 2022-10-04 |
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| Application Number | Title | Priority Date | Filing Date |
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| CN202221561525.9U Active CN217546089U (en) | 2022-06-21 | 2022-06-21 | Edge Internet of things terminal with AI identification and data fusion analysis functions |
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| Country | Link |
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| CN (1) | CN217546089U (en) |
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2022
- 2022-06-21 CN CN202221561525.9U patent/CN217546089U/en active Active
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