CN109784156A - A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence - Google Patents

A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence Download PDF

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Publication number
CN109784156A
CN109784156A CN201811505579.1A CN201811505579A CN109784156A CN 109784156 A CN109784156 A CN 109784156A CN 201811505579 A CN201811505579 A CN 201811505579A CN 109784156 A CN109784156 A CN 109784156A
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China
Prior art keywords
model
mixed reality
unit
business hall
data
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CN201811505579.1A
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Chinese (zh)
Inventor
曹悦
聂玮
朱冬雪
刘杰
佟占莹
陈莹
朱艺璇
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State Grid Tianjin Electric Power Co Ltd
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State Grid Tianjin Electric Power Co Ltd
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Priority to CN201811505579.1A priority Critical patent/CN109784156A/en
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Abstract

The invention discloses a kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence, environment acquisition unit acquire the environmental information in unmanned business hall and pass it to mixed reality processing unit;Mixed reality processing unit is handled received information and is generated mixed reality model and image data, is transmitted to information memory cell and monitoring host computer by too net transmission module;Monitoring host computer is for showing, inquiring, tracing mixed reality model and image data;Monitoring host computer is bi-directionally connected information memory cell;Information memory cell stores mixed reality model data, image data and back-end data;Artificial intelligence unit is electrically connected the mixed reality processing unit, passes through the comparison and selection of human-computer interaction implementation model.The system bases oneself upon the daily service management in the Power supply business Room, provides effective technological prevention electronization means, meets the regulatory requirement to become increasingly abundant, and considers to fully consider the functional requirement for meeting current and future business hall development and operation.

Description

A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence
Technical field
The present invention relates to artificial intelligence and electricity business hall field more particularly to a kind of complete intelligent nothings based on artificial intelligence People business hall safety monitoring system.
Background technique
Artificial intelligence (Artificial Intelligence), english abbreviation AI.It is research, develop for simulating, Extend and the theory of the intelligence of extension people, method, a new technological sciences of technology and application system.Artificial intelligence is to calculate One branch of machine science, it attempts to understand essence of intelligence, and produces a kind of new in a manner of similar with human intelligence The intelligence machine made a response, the research in the field include robot, language identification, image recognition, natural language processing and specially Family's system etc..Artificial intelligence is since the birth, and theory and technology is increasingly mature, and application field also constantly expands, it is contemplated that not Carry out artificial intelligence bring sci-tech product, it will be the wisdom of humanity " container ".Artificial intelligence can consciousness to people, thinking The simulation of information process.Artificial intelligence is not the intelligence of people, but can think deeply as people, may also be more than people intelligence.
Monitoring system is mainly by this five major part of front end supervision equipment, transmission device, rear end storage, control and display equipment Composition, wherein rear end equipment can be further divided into central control equipment and sub-control control equipment.There are many composition sides for front and back ends equipment Formula, the connection between them can be realized by various ways such as cable, optical fiber, microwave or wireless transmissions.
Artificial intelligence and monitoring system are two independent branches on the market, do not combine the two organically, Utilize the multi-field monitoring of the intelligent multi-angle for realizing monitoring system of artificial intelligence.
Summary of the invention
The object of the present invention is to provide a kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence.
For this purpose, technical scheme is as follows:
A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence, including environment acquisition unit, mixing Real processing unit, artificial intelligence unit, Ethernet transmission module, monitoring host computer and information memory cell, the environment are adopted Collect unit and connect the mixed reality processing unit, is passed for acquiring the environmental information in unmanned business hall, and by these information Pass the mixed reality processing unit;The mixed reality processing unit is for being handled and being generated to the information received Mixed reality model and image data, and then information memory cell and monitoring host computer are transmitted to by too net transmission module;It is described Electrically output connects the monitoring host computer to Ethernet transmission module, and the monitoring host computer is for showing, inquiring, tracing the mixing Real model and image data;The monitoring host computer is bi-directionally connected the information memory cell, for storing and transferring institute at any time State mixed reality model and image data;The information memory cell for store mixed reality model data, image data with And back-end data;The artificial intelligence unit is electrically connected the mixed reality processing unit, passes through human-computer interaction implementation model Comparison and selection.
Above-mentioned environment acquisition unit includes environment sensing camera, ambient light sensor, depth measurement camera and wheat Gram wind, the environment sensing camera are used to acquire the video and temperature, humidity data of unmanned business hall;The ambient light sensing Device is used to acquire the light data of unmanned business hall;The depth measurement camera is used to acquire the video and three of unmanned business hall Dimension data generates 3D rendering in real time, carries out real time target recognitio, motion capture and/or scene perception to 3D rendering;The Mike Wind is used to acquire the voice data at unmanned business hall scene.
Above-mentioned mixed reality processing unit include data processing module, holographic process unit, light guide transparent holographic camera lens with And micro projector;The data processing module be used for by the light of business hall, sound, humidity, temperature and video, picture and Three-dimensional data is handled, and digital signal is formed;The holographic process unit in reality scene for being superimposed virtual element, benefit Mixed reality model, and real-time tracing model are established with the digital signal;The light guide transparent holographic camera lens will be for that will generate The model project outward;The micro projector is used to 3D model or Image model being projected to hologram.
Above-mentioned artificial intelligence unit includes man-machine interaction unit, model algorithm selecting module, target identification module, model point Analyse module, result output unit and expert system, the man-machine interaction unit connects the model algorithm selecting module, for pair Model algorithm is selected and is corrected and revised model algorithm is applied to the target identification module;The target identification The data that the data pre-processing unit inputs are compared and are known with target data according to selected model algorithm by module The model analysis module is not sent to afterwards;Target that the model analysis module is used to identify the target identification module and The mixed reality model is compared, analyze after be delivered to the result output unit;The electrically two-way company of the expert system The model analysis module is connect, is compared for model analysis module, the result after analysis is screened again;The analysis result Output unit is used to compare the result output after analysis.
Above-mentioned expert system includes user interface system, Information reading unit, problem interpretation unit, knowledge base, reasoning mould Block and working storage, electrically output connects the Information reading unit and problem interpretation unit to the user interface system, uses In reading mixed reality model and artificial intelligence model and carry out analysis examination;The Information reading unit and problem interpretation unit Electrically output connection knowledge base, for using the model in knowledge base be compared and experience identify;The knowledge base is electrical Output connection reasoning module, for carrying out information comparison, reasoning and identification;The reasoning module electrically output connection work storage Device, for storing the reasoning results.
In one embodiment of the invention, the environment sensing camera is provided with 4, for conduct monitoring at all levels nobody The environmental informations such as temperature, the humidity of business hall, avoid localized variation.
Above-mentioned light guide transparent holographic camera lens can be formed bright and relatively rich using the most preferably holographic density of 2.5K luminous point Four color holograms are tieed up, are that virtual element is inserted into vision using real world as painting canvas.The holographic process unit can be real When handle the data from ambient light sensor and depth measurement camera, ensure that can be anti-rapidly to everything gesture It answers.
By the acquisition sensor of image, sound and site environment, long-range mixed reality image is formed, with artificial intelligence Equipment is to rely on, and realtime graphic and data is transmitted to Ethernet transmission module, the Ethernet transmission module connects monitoring Artificial intelligence is organically fused in safety monitoring system by host, and realizes human-computer interaction by artificial intelligence equipment, is realized The multi-angle of safety monitoring system, multi-field application guarantee the stability and real-time of monitoring signals, can be to monitoring area It is continual to be monitored.
The present invention being capable of application and related Power supply business Room safety to artificial intelligence the relevant technologies, mixed reality technology The strong data supporting of the offers such as monitoring system fully considers that system function extended interface, camera supervised point, are deposited encoder Storage server, storage array etc. can easily expand;And fully consider the compatibility between each safety monitoring equipment, Even with different vendor, the product of not homologous ray, extraordinary compatibility can be reached.To promote security monitoring to produce Industry healthy and rapid development is conducive to the comprehensive development for pushing the work of electricity business hall artificial intelligence.
Full Intelligent unattended business hall safety monitoring system of the invention is provided based on the daily service management in the Power supply business Room Effective technological prevention electronization means to meet the regulatory requirement to become increasingly abundant, and do not consider to fully consider satisfaction currently and not Carry out the functional requirement of business hall development and operation.
Detailed description of the invention
Fig. 1 is the architecture diagram of the full Intelligent unattended business hall safety monitoring system based on artificial intelligence;
Fig. 2 is the composition schematic diagram of artificial intelligence unit in the present invention;
Fig. 3 is the structural schematic diagram of expert system in the present invention;
Fig. 4 is the workflow schematic diagram being monitored using monitoring system of the invention.
Specific embodiment
In order to clarify the technical characteristics of the invention, with reference to the accompanying drawings and detailed description to technology of the invention Scheme is described in detail.
Fig. 1 show the architecture diagram of the safety monitoring system of full Intelligent unattended business hall of the invention.As shown in Figure 1, ring Border acquisition unit acquires business hall scene by environment sensing camera, ambient light sensor, depth measurement camera, microphone Environmental information, environmental datas, light data, the three-dimensional data of business hall, voice data and the video such as including temperature and humidity Image.Environmental information collected is exported to mixed reality processing unit, and mixed reality processing unit is transparent except through light guide Holographic camera lens, holographic process unit and micro projector are established the 3D model of the environment of business hall and are carried out outside line holographic projections, It can also be interacted with man-machine interaction unit, reach the result of mixed reality.The mould of mixed reality processing unit output simultaneously Type and image are exported to monitoring host computer by Ethernet transmission module and carry out image storage.
The environment acquisition unit connects the mixed reality processing unit, for acquiring the letter of the environment in unmanned business hall Breath, and these information are passed into the mixed reality processing unit;The mixed reality processing unit is used for receiving Information is handled and is generated mixed reality model and image data, and then is transmitted to information storage list by too net transmission module Member and monitoring host computer;Electrically output connects the monitoring host computer for the Ethernet transmission module, the monitoring host computer for showing, Inquiry, retrospect and the mixed reality model and image data;The monitoring host computer is bi-directionally connected the information memory cell, uses In storing and transfer the mixed reality model and image data at any time;The information memory cell is for storing mixed reality mould Type data, image data and back-end data;The artificial intelligence unit is electrically connected the mixed reality processing unit, passes through The comparison and selection of human-computer interaction implementation model.
In one embodiment of the invention, the environment acquisition unit includes ambient light sensor, a depth measurement Camera, four environment sensing cameras and microphone.The environment sensing camera is used to acquire the video of unmanned business hall With temperature, humidity data;The ambient light sensor is used to acquire the light data of unmanned business hall;The depth measurement camera shooting Head generates 3D rendering for acquiring the video and three-dimensional data of unmanned business hall in real time, to 3D rendering carry out real time target recognitio, Motion capture and/or scene perception;The microphone is used to acquire the voice data at unmanned business hall scene.These elements are assisted Handle the environmental information in unmanned business hall.Camera in the present invention uses high-definition camera, and can capture hologram image needs The video and picture wanted, microphone can transmit matched sound according to the hologram image of corresponding position, provide and more immerse Experience.
The mixed reality processing unit include data processing module, holographic process unit, light guide transparent holographic camera lens with And micro projector.The data processing module be used for by the light of business hall, sound, humidity, temperature and three-dimensional data into Row processing, forms digital signal;The holographic process unit (HPU) carries out 3D model or Image model using the digital signal Foundation, and real-time tracing model, HPU can handle the data from ambient light sensor and depth measurement camera in real time, protect It has demonstrate,proved and rapid reaction is made to everything gesture.In one embodiment of the invention, light guide transparent holographic camera lens uses The most preferably holographic density of 2.5K luminous point, can form four color hologram of multidimensional bright and abundant, can using real world as painting canvas, Virtual element is inserted into vision.The micro projector is used to 3D model or Image model being projected to hologram.
As shown in Fig. 2, the artificial intelligence unit includes man-machine interaction unit, model algorithm selecting module, target identification Module, model analysis module, result output unit and expert system.
The man-machine interaction unit connects the model algorithm selecting module, for being selected model algorithm and being corrected And revised model algorithm is applied to the target identification module;The target identification module is calculated according to selected model Method sends the model analysis to after the data that the data pre-processing unit inputs are compared and are identified with target data Module;The model analysis module is for comparing the target that the target identification module identifies with the mixed reality model To, analysis after be delivered to the result output unit;The expert system is electrically bi-directionally connected the model analysis module, is used for Model analysis module compares, the result after analysis is screened again;The analysis result output unit will be for that will compare analysis Result output afterwards.
Referring to Fig. 3, the expert system includes user interface system, the user interface system analysis electrically output connection Electrically output connects knowledge for Information reading unit and problem interpretation unit, the Information reading unit and problem interpretation unit Library, electrically output connection reasoning module, the reasoning module electrically export connection working storage to the knowledge base.The user Electrically output connects the Information reading unit and problem interpretation unit to interface system, for reading mixed reality model and artificial Model of mind simultaneously carries out analysis examination;Electrically output connects knowledge base for the Information reading unit and problem interpretation unit, uses It is identified in being compared using the model in knowledge base with experience;The electrical output connection reasoning module of the knowledge base, for into Row information comparison, reasoning and identification;Electrically output connects working storage to the reasoning module, for storing the reasoning results.
Referring to fig. 4, when being monitored using the monitoring system, operator can carry out following process by user interface Operation: after system initialization, if not occurring process exception and/or failure, executing start command, otherwise, returns to upper level Menu.If system is normal, environment information acquisition is carried out, model is established and forms 3D projection information.After the completion, artificial intelligence is carried out It can intervene, starting artificial intelligence unit forms the confirmation of model comparison and model algorithm, and the output of execution data, is completed in fact after the completion When monitor.

Claims (7)

1. a kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence, it is characterised in that: acquired including environment Unit, mixed reality processing unit, artificial intelligence unit, Ethernet transmission module, monitoring host computer and information memory cell,
The environment acquisition unit connects the mixed reality processing unit, for acquiring the environmental information in unmanned business hall, And these information are passed into the mixed reality processing unit;
The mixed reality processing unit is for handling the information received and generating mixed reality model and image number According to, and then information memory cell and monitoring host computer are transmitted to by too net transmission module;
Electrically output connects the monitoring host computer to the Ethernet transmission module, and the monitoring host computer is for showing, inquiring, tracing The mixed reality model and image data;
The monitoring host computer is bi-directionally connected the information memory cell, for store and transfer at any time the mixed reality model and Image data;
The information memory cell is for storing mixed reality model data, image data and back-end data;
The artificial intelligence unit is electrically connected the mixed reality processing unit, by the comparison of human-computer interaction implementation model and Selection.
2. full Intelligent unattended business hall safety monitoring system according to claim 1, it is characterised in that: the environment acquisition Unit includes environment sensing camera, ambient light sensor, depth measurement camera and microphone,
The environment sensing camera is used to acquire the video and temperature, humidity data of unmanned business hall;
The ambient light sensor is used to acquire the light data of unmanned business hall;
The depth measurement camera is used to acquire the video and three-dimensional data of unmanned business hall, 3D rendering is generated in real time, to 3D Image carries out real time target recognitio, motion capture and/or scene perception;
The microphone is used to acquire the voice data at unmanned business hall scene.
3. full Intelligent unattended business hall safety monitoring system according to claim 2, it is characterised in that: the mixed reality Processing unit includes data processing module, holographic process unit, light guide transparent holographic camera lens and micro projector;
The data processing module is used for the light of business hall, sound, humidity, temperature and video, picture and three-dimensional data It is handled, forms digital signal;
The holographic process unit establishes mixed reality using the digital signal for being superimposed virtual element in reality scene Model, and real-time tracing model;
The light guide transparent holographic camera lens is used to outward project the model generated;
The micro projector is used to 3D model or Image model being projected to hologram.
4. full Intelligent unattended business hall safety monitoring system according to claim 1, it is characterised in that: the artificial intelligence Unit includes man-machine interaction unit, model algorithm selecting module, target identification module, model analysis module, result output unit And expert system,
The man-machine interaction unit connects the model algorithm selecting module, for model algorithm is selected and is corrected and incite somebody to action Revised model algorithm is applied to the target identification module;
The target identification module is according to selected model algorithm, data and target that the data pre-processing unit is inputted Data are compared and send to after identifying the model analysis module;
The model analysis module is for comparing the target that the target identification module identifies with the mixed reality model To, analysis after be delivered to the result output unit;
The expert system is electrically bi-directionally connected the model analysis module, compares for model analysis module, the knot after analysis Fruit is screened again;
The analysis result output unit is used to compare the result output after analysis.
5. full Intelligent unattended business hall safety monitoring system according to claim 4, it is characterised in that: the expert system Including user interface system, Information reading unit, problem interpretation unit, knowledge base, reasoning module and working storage,
Electrically output connects the Information reading unit and problem interpretation unit to the user interface system, existing for reading mixing Real mould and artificial intelligence model simultaneously carry out analysis examination;
Electrically output connects knowledge base for the Information reading unit and problem interpretation unit, for utilizing the model in knowledge base It is compared and is identified with experience;
Electrically output connects reasoning module to the knowledge base, for carrying out information comparison, reasoning and identification;
Electrically output connects working storage to the reasoning module, for storing the reasoning results.
6. full Intelligent unattended business hall safety monitoring system according to any one of claims 1-5, it is characterised in that: institute It states environment sensing camera and is provided with 4, temperature, humidity for the unmanned business hall of conduct monitoring at all levels.
7. full Intelligent unattended business hall safety monitoring system according to claim 6, it is characterised in that: the light guide is saturating Virtual element can be inserted into vision using real world as painting canvas using the most preferably holographic density of 2.5K luminous point by bright holography camera lens In.
CN201811505579.1A 2018-12-10 2018-12-10 A kind of full Intelligent unattended business hall safety monitoring system based on artificial intelligence Pending CN109784156A (en)

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CN114445563A (en) * 2022-03-15 2022-05-06 深圳市爱云信息科技有限公司 3D holographic image interaction method, device, system and medium

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Application publication date: 20190521