CN115208917A - Integrated intelligent monitoring equipment - Google Patents
Integrated intelligent monitoring equipment Download PDFInfo
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- CN115208917A CN115208917A CN202210739519.6A CN202210739519A CN115208917A CN 115208917 A CN115208917 A CN 115208917A CN 202210739519 A CN202210739519 A CN 202210739519A CN 115208917 A CN115208917 A CN 115208917A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
- G16Y40/00—IoT characterised by the purpose of the information processing
- G16Y40/10—Detection; Monitoring
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/30—Services specially adapted for particular environments, situations or purposes
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Abstract
The invention provides integrated intelligent monitoring equipment, belongs to the field of intelligent terminal equipment, integrates edge intelligent computing hardware, combines a matched software platform to realize a cloud edge end three-layer computing architecture, and technically enables a monitoring scene in the water conservancy industry. This equipment realizes the integration automatic monitoring of regimen, rain condition, worker's condition, combines camera and edge analysis hardware simultaneously, realizes the intelligent video monitoring scene that water gauge discernment, personnel's invasion discernment, surface of water floater discernment etc. water conservancy trade are commonly used, and equipment is applicable to multiple water conservancy trade monitoring scene, has expanded the monitoring key element, has improved monitoring efficiency.
Description
Technical Field
The invention belongs to the field of intelligent terminal equipment, relates to digital circuits, edge calculation, video analysis algorithms, internet of things communication and other related technologies, and particularly relates to integrated intelligent monitoring rod equipment. Through all kinds of water conservancy monitoring equipment of integration, the amalgamation data analysis of cooperation edge intelligent gateway computing hardware calculates, and it is energized through high in the clouds management and control platform, finally realize the intelligent monitoring analysis to water conservancy industry many environment factor.
Background
With the advent of the 5G network and big data era, the concept of interconnection of everything is continuously realized. Under the dual driving of a supply side and a demand side, the development of the Internet of things in the ubiquitous industry is rapid, and the Internet of things enters a third development wave represented by basic industry and scale consumption. The Internet of things IoE (Internet of things) in the ubiquitous industry aims at realizing intelligent full connection of people, processes, data and objects, realizes interconnection of Everything and man-machine interaction in all links, and has the remarkable characteristics of comprehensive state sensing, efficient information processing and convenient and flexible application. The IoE is used for connecting the devices and the clients which are not connected, the services which are not communicated are communicated, the data which are not shared are instantly shared, and the data which are not good in the past are mined out to become a strategic foundation stone for the digital transformation of the basic industries such as electric power, traffic, water conservancy and the like.
The Internet of things is composed of a sensing layer, a network layer and an application layer. The sensing layer is used as a bottom layer, and information acquisition is carried out through radio frequency identification equipment, various sensors and a terminal, so that basic data support is provided. The network layer transmits and processes data acquired by the sensing layer through a computer network, the internet, a cloud computing big data platform and the like. The application layer is supported by the data which is processed by the network layer and transmitted in, and the Li Yun technology comprises calculation, big data analysis, data mining and the like, so that massive application programs are further interconnected, and feasibility of the intelligent equipment in different fields and different environments is realized.
Disclosure of Invention
In order to solve the technical problems, the invention provides integrated intelligent monitoring equipment. The problem of current water conservancy trade monitoring facilities intelligent degree low, the monitoring key element is few, monitoring range is little, construction cost height is solved.
The technical scheme of the invention is as follows:
an integrated intelligent monitoring device is arranged on the device,
based on a cloud edge end three-layer structure, the front end monitoring data acquisition and the data video intelligent analysis are carried out by combining edge calculation,
the system comprises front-end equipment, realizes monitoring of water level, rainfall, water quality and video, and is independently powered and communicated;
the edge computing module realizes the functions of sensing data acquisition, video management and intelligent AI analysis by depending on an edge intelligent gateway;
the central management platform realizes data docking, equipment control and intelligent data analysis and warehousing of the front-end equipment and the edge equipment through the Internet of things platform, the video networking platform and the edge model control platform,
further, in the above-mentioned case,
the front-end equipment is used for integrating the digital monitoring equipment; independent power supply in a solar energy and wind energy power supply mode is realized; and the independent networking communication capability of 4G, 5G, microwave and Beidou short messages is realized.
The front-end device includes:
the basic rod body module is used for providing a device fusion arrangement base;
the monitoring module comprises various monitoring devices;
the communication module provides data communication modes of 4G, 5G, microwave and Beidou;
and the power supply module provides power supply modes of solar energy, wind energy and commercial power.
In a still further aspect of the present invention,
the main rod body of the basic rod body module is integrally processed by a seamless steel pipe with the length of 6 meters, the diameter of 219mm and the thickness of 4mm, the whole hot galvanizing process is adopted, and the surface is subjected to plastic spraying; the rod body is designed with a backup (margin) in the design process.
Further, in the above-mentioned case,
the edge calculation module includes:
the running environment module is used for providing a running environment of the edge program;
the equipment protocol conversion module is used for providing various monitoring equipment protocol conversion functions;
the video monitoring management module provides an edge video management function;
and the edge AI analysis early warning module provides an edge video analysis early warning function.
The invention has the advantages that
Analysis of economic benefits
The method has the advantages that the construction cost is saved, the cost of computing resources can be reduced through edge computing, the computing resources are sunk to each edge terminal through the edge computing module, each edge terminal has certain computing capacity, and the dependence on cloud resources is reduced.
After the integrated intelligent monitoring equipment is on line, by means of an intelligent monitoring means and a far Cheng Yunwei, the manpower can be saved by about one third, the financial expenditure is reduced, and then the intelligent 24-hour supervision is adopted, so that the labor working time and related subsidies are effectively relieved.
Social benefit analysis
In the aspect of service management, videos or pictures of suspected illegal behaviors are output in a classified mode and counted and early warned by utilizing the intelligent identification, counting and early warning functions of the project achievement, so that the pressure of management personnel can be greatly relieved, and the management quality and the supervision level can be greatly improved.
In the aspect of social security, the product passes through the processing mode that edge end intelligent acquisition, analysis, early warning realization integration, carries out the automatic processing analysis to children swimming in river course, reservoir to drive away through long-range shouting, guarantee children life safety carries out early warning, drives away to fishing, operation in danger area, broadcasts flood discharge river course, furthest's guarantee people life safety.
In the aspect of ecological supervision, the product realizes an integrated treatment mode through edge end intelligent acquisition, analysis and early warning, quickly analyzes river floating objects and water pollution, informs related personnel to quickly treat, quickly supervises and treats ecological damage actions such as random dumping of garbage, damage to river ecology, illegal sand collection and the like in the jurisdiction range of a river channel, forms a closed loop, and realizes water ecology protection and sustainable development.
Drawings
Fig. 1 is a schematic diagram of the operation of the present invention.
Detailed Description
To make the objects, technical solutions and advantages of the embodiments of the present invention clearer and more complete, the technical solutions in the embodiments of the present invention will be described below with reference to the drawings in the embodiments of the present invention, it is obvious that the described embodiments are some, but not all embodiments of the present invention, and based on the embodiments of the present invention, all other embodiments obtained by a person of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
The intelligent monitoring system is based on a cloud edge end three-layer framework, front-end monitoring data acquisition and data video intelligent analysis are performed by combining edge calculation, and front-end monitoring equipment is mainly an integrated intelligent monitoring rod, so that comprehensive monitoring of water level, rainfall, water quality, video and the like is realized, power is independently supplied, and communication is independently performed; the edge intelligent analysis depends on an edge intelligent gateway to realize functions of sensing data acquisition, video management, intelligent AI analysis and the like; the central management platform realizes data butt joint, equipment control and intelligent data analysis and storage of front-end and edge equipment through the Internet of things platform, the video networking platform and the edge model control platform,
the front-end monitoring equipment integrated intelligent monitoring rod is used for fusing multiple types of monitoring equipment; independent power supply of various power supply modes such as solar energy, wind energy and the like is realized; the independent networking communication capabilities of 4G, 5G, microwave, beidou short messages and the like are realized;
the intelligent edge analysis realizes the functions of sensing data acquisition, video management, intelligent AI analysis and the like through an intelligent gateway;
the central management platform realizes data docking, equipment management and control and intelligent data analysis and warehousing of the front end and the edge equipment through the Internet of things platform, the video networking platform and the edge model management and control platform.
The integrated intelligent monitoring rod adopts a cloud, edge and end integrated framework, the whole framework is as follows, the integrated monitoring rod is used as a front end sensing layer, various sensing devices are fused, and various environmental sensing elements are collected; taking an edge intelligent gateway as an edge computing layer to perform acquisition protocol conversion, video access storage and forwarding, inference analysis of AI models, monitoring and management of edge operating environment and the like; and the central cloud management platform is used as a central management layer, so that the integral operation and maintenance, data storage, display, analysis and the like of the integrated platform are realized.
Front-end equipment
The front end monitoring rod adopts the design of the integrated rod body, integrates various perception devices, realizes the collection of various perception elements such as water level, flow rate, rainfall and water quality, integrates monitoring equipment, early warning equipment, a solar power supply system and the like, and realizes the functions of video collection, acousto-optic early warning, independent power supply and the like. The pole station has the characteristics of small occupied area, low deployment cost and strong environment adaptability, and provides a front-end perception deployment scheme which is low in cost, suitable for various water conservancy business scenes and suitable for large-scale deployment for users.
Edge calculation module
The edge calculation module is a product combining software and hardware, the hardware part adopts an industrial design standard, and the edge calculation module comprises products with various specifications such as an intelligent gateway, an all-in-one machine and an integrated station, and can be flexibly collocated and deployed aiming at different edge application scenes. The software part integrates an edge operation management platform, an internet of things data acquisition platform, a video management platform, an intelligent AI analysis model, an early warning analysis model and the like, and can provide strong edge intelligent analysis capability.
Central management platform
The central management platform can realize the integrated management and control of the end edge equipment, intelligent operation and maintenance management capabilities such as remote intelligent upgrading and pushing and the like, and can also realize the circulation storage, analysis and display of sensing data and video data of the equipment. The central management platform provides functions of equipment management and control, data acquisition, data stream transfer, data analysis and display and the like, and provides an internet of things perception full-process software solution for users.
The main modules of the equipment are as follows:
(1) Basic rod body module
The front end integrates monitoring facilities and has fully considered multiple abominable deployment environment in the design process, such as circumstances such as high temperature, high humidity, high salt, typhoon, flood, the mobile jib body adopts 6 meters long, and diameter 219mm, the seamless steel pipe integration processing of thickness 4mm forms, adopts whole hot-galvanize technology to handle, and the surface adopts the spraying plastics to handle. The rod body is designed with backup (allowance) in the design process, and the structural strength, wind resistance, shock resistance and corrosion resistance of the rod body are ensured.
(2) Monitoring module
The monitoring equipment integrates monitoring equipment in various industries such as water conservancy, ecological environment, agricultural rural areas and the like to realize perception of various elements. The method can be suitable for various industries and various service scenes such as water conservancy, ecological environment, agricultural rural areas and the like.
(3) Communication module
The system supports various communication modes, can realize conventional 4G, 5G and wired network communication, and can also realize emergency communication and the like under the condition of no network by matching with Beidou messages and microwave radars
(4) Power supply module
The practical situation that the outdoor power consumption cost is high or no cable is pulled out is considered in the product design process, the power consumption of the monitoring equipment and the power consumption of the edge computing equipment are strictly controlled, the product can be supplied in multiple power supply modes, a solar panel is supported to be matched with a storage battery for power supply, municipal power supply can be adopted, the two modes can be combined, and the construction and operation cost is reduced. The solar power supply system adopts 2 power 200W monocrystalline silicon battery boards, the maximum system voltage DC1000V, the battery board efficiency is 18%, and the solar power supply system has the characteristics of high efficiency, long service life, convenience in installation, wind resistance, hail resistance and the like. The storage battery adopts 2 lead storage batteries with rated voltage of 12V and capacity of 200AH, and a lithium battery can be selected under special conditions.
(5) Operating environment module
The Edge intelligent gateway runs a KubeEdge Edge management and control framework and expands the containerized application program arranging function to the host of the Edge. And infrastructure support is provided for network application programs, and application deployment and metadata synchronization between the cloud and the edge are realized.
(6) Equipment protocol conversion module
The front-end intelligent gateway realizes the uniform conversion of message protocols of various sensing devices, uniformly organizes and unifies the collected data, and periodically transmits the data to the remote cloud platform.
The intelligent gateway is provided with abundant equipment interfaces and can be connected with current mainstream monitoring equipment and instruments; various interface boards are modularized and can be flexibly configured according to requirements.
And after data are acquired by front-end equipment such as a rain gauge, a water level flow radar and other various monitoring equipment, the data are received by an edge calculation module, and data normalization is carried out by adopting a Json/ProtoBuf format. After the data is finalized, the edge computing module periodically transmits the data to the remote cloud platform. The cloud platform decodes and analyzes the received data, stores the decoded and analyzed data in a database, and then calls the edge computing module as required.
(7) Video monitoring management module
The edge video monitoring uses a video recorder program to manage edge videos, the platform supports the functions of video access, storage, live broadcast playback and the like, and the platform also supports the cascade of national standard protocols. The edge video is transmitted in two parts. The first type is real-time video, and when a user needs to watch the real-time video or request historical video, the real-time video is coded in an rtsp video stream format and then directly transmitted to a cloud platform for the user to use. The second is early warning video transmission. And the edge computing module compresses the abnormal condition video through AI model analysis and then transmits the abnormal condition video to the cloud platform so as to reduce network transmission pressure.
(8) Edge AI analysis early warning module
The intelligent edge analysis early warning module is used for automatically identifying and monitoring different scenes in a range through an intelligent video analysis technology on the basis of traditional video monitoring, and providing effective information for managers to process in a fastest mode when abnormal behaviors are found to be suitable for algorithm regulation.
The current gateway is internally provided with model algorithms such as water surface floater identification, personnel (vehicle) abnormal invasion early warning, ship identification, smoke identification, illegal fishing identification and the like.
(9) Central management platform
The central management platform mainly comprises an internet of things perception platform, and realizes unified access, unified management, data circulation and safety certification of the end side equipment and other internet of things perception equipment; the video coupling perception platform realizes the access and the equipment management of the front-end video equipment, can realize the video viewing and the storage of the access equipment and can realize the video platform cascade management; the equipment management and control platform realizes the functions of equipment management, running state monitoring, remote equipment control, remote application push upgrading and the like.
The intelligent monitoring system solves the problems that the intelligent degree of the monitoring equipment in the current water conservancy industry is low, the number of monitoring elements is small, the monitoring range is small, the construction cost is high and the like, and a cloud, edge and end three-layer framework is established through front-end equipment acquisition, edge intelligent gateway analysis and cloud platform support so as to enable a traditional water conservancy monitoring scene through edge calculation and improve the intelligent level of the monitoring equipment. And the device deployment range is effectively expanded by combining various power supply modes of solar energy and wind energy and various communication modes of 4G, microwave, satellite and the like. Through the integration and intensive construction of various monitoring devices, the monitoring elements of the devices are enriched, the applicable scenes of the devices are enriched, and the layout cost of the devices is reduced.
The above description is only a preferred embodiment of the present invention, and is only used to illustrate the technical solutions of the present invention, and not to limit the protection scope of the present invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention shall fall within the protection scope of the present invention.
Claims (9)
1. An integrated intelligent monitoring device is characterized in that,
based on a cloud edge end three-layer structure, the front end monitoring data acquisition and the data video intelligent analysis are carried out by combining edge calculation,
the system comprises front-end equipment, realizes monitoring of water level, rainfall, water quality and video, and is independently powered and communicated;
the edge computing module realizes the functions of sensing data acquisition, video management and intelligent AI analysis by relying on an edge intelligent gateway;
the central management platform realizes data docking, equipment management and control and intelligent data analysis and storage of the front end and the edge equipment through the Internet of things platform, the video networking platform and the edge model management and control platform.
2. The apparatus of claim 1,
the front-end equipment is used for integrating several types of monitoring equipment; independent power supply in a solar energy and wind energy power supply mode is realized; and the independent networking communication capability of 4G, 5G, microwave and Beidou short messages is realized.
3. The apparatus of claim 2,
the front-end device includes:
the basic rod body module is used for providing a device fusion arrangement base;
the monitoring module comprises various monitoring devices;
the communication module provides data communication modes of 4G, 5G, microwave and Beidou;
and the power supply module provides power supply modes of solar energy, wind energy and commercial power.
4. The apparatus of claim 1,
the main rod body of the basic rod body module is integrally processed by a seamless steel pipe with the length of 6 meters, the diameter of 219mm and the thickness of 4mm, the whole hot galvanizing process is adopted for treatment, and the surface of the seamless steel pipe is subjected to plastic spraying treatment; the rod body is designed with a backup (margin) in the design process.
5. The apparatus of claim 1,
the edge calculation module includes:
the running environment module is used for providing a marginal program running environment;
the equipment protocol conversion module is used for providing a protocol conversion function for various monitoring equipment;
the video monitoring management module is used for providing an edge video management function;
and the edge AI analysis early warning module provides an edge video analysis early warning function.
6. The apparatus of claim 5,
and the operation environment module and the Edge intelligent gateway operate a KubeEdge Edge management and control framework and extend the containerized application program arranging function to the host of the Edge.
7. The apparatus of claim 5,
the equipment protocol conversion module
The front-end intelligent gateway realizes unified conversion of message protocols of various sensing devices, unifies and unifies collected data, and periodically transmits the data to the remote cloud platform;
the intelligent gateway can be accessed to current mainstream monitoring equipment and instruments; various interface boards are modularized and can be flexibly configured according to requirements;
the front-end equipment collects data, receives the data by an edge calculation module and performs data regression by adopting a Json/ProtoBuf format; after the data are finalized, the edge computing module periodically transmits the data to a remote cloud platform; the cloud platform decodes and analyzes the received data, stores the decoded and analyzed data in a database, and then calls the edge computing module as required.
8. The apparatus of claim 5,
the edge video monitoring uses a video recorder program to manage edge videos, a platform supports video access, storage and live broadcast playback functions, and the platform also supports national standard protocol cascade;
the edge video is transmitted in two parts,
the first type is real-time video, when a user needs to watch the real-time video or request historical video, the real-time video is coded by adopting an rtsp video stream format and then directly transmitted to a cloud platform for the user to use;
and secondly, early warning video transmission is performed, the edge computing module compresses abnormal condition videos through AI model analysis and then transmits the abnormal condition videos to the cloud platform so as to reduce network transmission pressure.
9. The apparatus of claim 5,
the edge intelligent analysis early warning module automatically identifies and monitors different scenes in the range through an intelligent video analysis technology, and provides effective information for managers to process in a fastest way when abnormal behaviors are found to be suitable for algorithm regulation.
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| CN202210739519.6A CN115208917A (en) | 2022-06-28 | 2022-06-28 | Integrated intelligent monitoring equipment |
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| CN202210739519.6A CN115208917A (en) | 2022-06-28 | 2022-06-28 | Integrated intelligent monitoring equipment |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116206464A (en) * | 2023-05-05 | 2023-06-02 | 北京华录高诚科技有限公司 | Traffic line visibility monitoring system based on end-edge cloud architecture and application method |
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2022
- 2022-06-28 CN CN202210739519.6A patent/CN115208917A/en not_active Withdrawn
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116206464A (en) * | 2023-05-05 | 2023-06-02 | 北京华录高诚科技有限公司 | Traffic line visibility monitoring system based on end-edge cloud architecture and application method |
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Application publication date: 20221018 |
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