CN112596416A - Building unified management and control system and method - Google Patents
Building unified management and control system and method Download PDFInfo
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- CN112596416A CN112596416A CN202011506173.2A CN202011506173A CN112596416A CN 112596416 A CN112596416 A CN 112596416A CN 202011506173 A CN202011506173 A CN 202011506173A CN 112596416 A CN112596416 A CN 112596416A
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Abstract
The invention discloses a building unified management and control system, which comprises: the equipment intelligent control module, the emergency processing module, the logistics event processing module, the building construction processing module, the daily inspection processing module and the video monitoring module are respectively connected with the main server and the main control display screen; the video monitoring module is used for identifying the identity of personnel entering the building, comparing the identity with a stored registration data table of building personnel, performing full-building seamless tracking on personnel who do not belong to the building registration and sending a warning to a building security department. The invention establishes a unified management and control platform around the design and implementation of building energy consumption, equipment and personnel management and control systems, provides a unified management and control method for buildings, and realizes intelligent management and control of buildings.
Description
Technical Field
The invention belongs to the field of building management, and particularly relates to a unified building management and control system and a unified building management and control method.
Background
Based on green campus and wisdom campus construction background are advocated in the country, adopt intelligent management and control method, replace artificial building intelligent management, to the current situation that building management and control ability is not enough in the present phase, inefficiency, the energy consumption is on the high side, adopt leading-edge science and technology such as artificial intelligence, the thing networking, the building running state data is excavated in the degree of depth collection, strengthen the unified management of building, establish unified management and control platform, it needs the problem that the solution is urgent to carry out the intellectuality to equipment, user, energy consumption and the back service of whole building and concentrate the management and control.
Disclosure of Invention
The invention provides a building unified management and control system and a building unified management and control method for solving the problems, wherein a unified management and control platform is established around the design and implementation of building energy consumption, equipment and personnel management and control systems, and a building unified management and control method is provided for realizing the intelligent management and control of buildings.
In order to achieve the purpose, the invention adopts the following technical scheme:
the invention provides a building unified management and control system in a first aspect, which comprises: the device comprises an intelligent device control module, a video monitoring module, a main server and a main control display screen; the equipment intelligent control module and the video monitoring module are respectively connected with a main server, and the main server is connected with a main control display screen;
the video monitoring module is used for identifying the identity of a person entering the building; the main server receives the identification result of the video monitoring module, compares the identification result with a stored registration data table of building personnel, carries out full-building seamless tracking on unregistered personnel which do not belong to the building, and sends a warning to a building security department; and recording corresponding access information for the personnel registered in the building.
Further, the registered personnel of the building comprise users and workers of the building, if the personnel identity identification belongs to the workers, the workers are checked in a card, and attendance information is transmitted to a performance system of the workers;
or the video monitoring module comprises a front-end image acquisition camera and a rear-end image processing system, the front end consists of a monitoring network consisting of a plurality of image acquisition cameras, the rear-end image processing system adopts machine learning to identify the detected face images, and the main server compares and confirms the identities of the persons.
Further, the intelligent management module of the equipment is used for managing and controlling the power system, the water supply system, the heating and ventilation system and the data acquisition system of the building, and the equipment operation data of the corresponding system is acquired through the set data acquisition device of the building equipment to realize automatic control on the power system, the water supply system and the heating and ventilation system of the building.
The system further comprises an emergency processing module, wherein the emergency processing module is connected with the main server and used for starting automatic spraying equipment in time according to the fire situation, informing building managers and higher-level security departments and sending an alarm.
Further, still include logistics event processing module, logistics event processing module is connected with the main server for according to the building raceway and the electrical line trouble of gathering, generate the maintenance list including trouble detail and maintenance suggestion, send the maintenance list to building maintainer's mobile terminal, and record the maintenance condition.
The building construction processing module is used for assisting constructors for managing the building, establishing a constructor information base, identifying the identity information and the authority of the constructors entering the building and recording construction progress.
The system further comprises a daily inspection processing module, wherein the daily inspection processing module is used for assisting in arranging inspection schedule items and sending an inspection schedule to relevant departments or/and relevant personnel.
The second aspect of the invention provides a unified building management and control method, which comprises the following steps:
the identity of a person entering a building is identified, the person is compared with a stored registration data table of building personnel, and for the person who does not belong to the building registration, the whole building seamless tracking is carried out and a warning is sent to a building security department;
collecting signals of an electric power system, a water supply system and a heating and ventilation system of a building, setting automatic control parameters, and automatically controlling the electric power system, the water supply system and the heating and ventilation system of the building;
monitoring faults of a building water conveying pipeline and an electrified circuit, informing maintenance personnel of fault details and maintenance suggestions for emergency repair, and recording maintenance conditions; monitoring building equipment faults, reporting the equipment faults, maintenance schemes or/and equipment information to maintenance personnel, providing maintenance schemes or manufacturer personnel, and recording maintenance conditions;
scheduling the patrol schedule items, and sending the patrol schedule to relevant departments or/and relevant personnel.
Further, the identity of a person entering the building is identified, if the person entering the building belongs to a worker, the worker is checked in a card, and attendance information is transmitted to a performance system of the worker;
or, the method for identifying the identity of the personnel entering the building, comparing the identity with the stored registration data table of the building personnel, performing full-building seamless tracking on the personnel who do not belong to the building registration and sending a warning to the building security department comprises the following specific steps:
acquiring facial images of residents and workers in a building, extracting features through a deep learning algorithm, and registering identities;
acquiring a real-time acquired image, identifying a human body and a human face appearing in the image by adopting a deep learning algorithm, and after acquiring human face characteristics, performing retrieval comparison in a registered resident data table and a registered worker data table;
if the face belongs to the resident list, displaying audio-visual information such as welcome words; if the face belongs to the staff list, the staff is checked in a card mode, attendance information is transmitted to a performance system of the staff, and for the staff who do not belong to the building registration, a front-end camera is called to conduct full-building seamless tracking on the staff, and a warning is sent to a building security department.
Further, the method for controlling the emergency event processing comprises the following steps:
receiving a fire alarm signal, identifying and finding a fire position, and estimating the size of the fire;
sending voice prompt to a duty room to inform the occurrence and position of fire or start an automatic spraying device;
and starting a fire emergency plan, and sending a fire prompt to an upper-level department.
Starting a building evacuation voice prompt in a manual starting or automatic starting mode to prompt personnel to evacuate routes and cautions;
or, the construction monitoring method is used for assisting constructors for managing the building, and comprises the following steps: and establishing a constructor information base, identifying the identity information and the authority of constructors entering the building, and recording the construction progress.
Compared with the prior art, the invention has the beneficial effects that:
(1) the building unified management and control system established by the invention realizes the intelligent control of building equipment by monitoring the working state data of each system of the building and setting corresponding control parameters.
(2) The building unified management and control system automatically monitors the non-building registered personnel entering the building by monitoring and identifying the identity information of the personnel entering the building, so that the life safety of users is greatly improved.
(3) The invention automatically monitors the faults of equipment, pipelines and circuits of each system of the building and sends the fault information and the maintenance suggestions to maintenance personnel, thereby improving the corresponding speed of fault treatment, reducing energy consumption and improving the reliability of the operation of each system of the building.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this application, illustrate embodiments of the application and, together with the description, serve to explain the application and are not intended to limit the application.
FIG. 1 is a block diagram showing the system configuration of embodiment 1 of the present invention;
FIG. 2 is a flowchart of a method of embodiment 2 of the present invention.
The specific implementation mode is as follows:
the invention is further described with reference to the following figures and examples.
It should be noted that the following detailed description is exemplary and is intended to provide further explanation of the disclosure. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs.
It is noted that the terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of example embodiments according to the present application. As used herein, the singular forms "a", "an" and "the" are intended to include the plural forms as well, and it should be understood that when the terms "comprises" and/or "comprising" are used in this specification, they specify the presence of stated features, steps, operations, devices, components, and/or combinations thereof, unless the context clearly indicates otherwise.
Example 1
The following example is an exemplary implementation manner of the present application, and as shown in fig. 1, a building unified management and control system includes: equipment intelligence management and control module, emergency processing module, logistics event processing module, building construction processing module, daily processing module, video monitoring module, main server and the main control display screen of patrolling and examining.
Equipment intelligence management and control module, emergency processing module, logistics event processing module, building construction processing module, daily processing module, the video monitoring module of patrolling and examining are connected with the main server respectively, the main server is connected with the master control display screen.
The video monitoring module is used for identifying the identity of a person entering the building; the main server receives the identification result of the video monitoring module, compares the identification result with a stored registration data table of building personnel, carries out full-building seamless tracking on unregistered personnel which do not belong to the building, and sends a warning to a building security department; and recording corresponding access information for the personnel registered in the building.
The main control display screen is used for displaying data acquisition information and processing information of other modules in real time, and the data acquisition information comprises video information, equipment operation information and the like.
Optionally, the registered personnel of the building include a user and workers of the building, and if the personnel identity identification belongs to the workers, the workers are checked in a card, and attendance information is transmitted to a performance system of the workers; if the personnel identity recognition result is the user, the system can display audio-visual information such as welcome words.
As one implementation mode, the video monitoring module comprises a front-end image acquisition camera and a back-end image processing system.
The front end comprises a monitoring network consisting of a plurality of image acquisition cameras, the pedestrian movement track can be recorded in an all-round manner, and the face in different azimuth postures can be detected more reliably and effectively by the cooperation of the plurality of cameras.
The back-end image processing system adopts machine learning to identify the detected face image, the main server compares and confirms the identities of the persons, and different follow-up processing is adopted according to different person groups.
The following processes are required for completing face recognition: the method comprises the steps of face image acquisition and detection, face image preprocessing, face image feature extraction, matching and identification. The system adopts network information encryption transmission and supports remote control and management.
The control method of video monitoring may specifically be as follows:
(1) firstly, face images of resident personnel and workers in a building are collected through a front-end image collection camera, features are extracted through a deep learning algorithm, and identity registration is carried out.
(2) The front-end image acquisition camera acquires images in real time, the video monitoring module adopts a deep learning algorithm to identify human bodies and human faces appearing in the images, human face features are acquired and then sent to the main server, and the main server conducts retrieval comparison in a registered resident data sheet and a registered worker data sheet.
(3) If the face belongs to the resident list, the system displays audio-visual information such as welcome words; if the face belongs to the staff list, the staff is checked in a card mode, attendance information is transmitted to a performance system of the staff, and for the staff who do not belong to the building registration, a front-end camera is called to conduct full-building seamless tracking on the staff, and a warning is sent to a building security department.
The intelligent management module of the equipment is used for managing and controlling the power system, the water supply system, the heating and ventilation system and the data acquisition system of the building, and the equipment operation data of the corresponding system is acquired through the set data acquisition device of the building equipment to realize automatic control on the power system, the water supply system and the heating and ventilation system of the building.
The building equipment data acquisition device acquires public equipment and room equipment in a building to monitor the state, the building equipment data acquisition device uploads the acquired data to the equipment intelligent management module, and the equipment intelligent management module performs automatic control through set equipment control parameters.
Optionally, the electric power system detects the electric meter loop information of the electric power system through the building equipment data acquisition device, and the on-off state of the current subsystem can be known, wherein the electric meter loop information comprises current, voltage and the like. And automatically controlling the power equipment and the lighting system of the power system according to the set timing parameters and time-sharing control parameters of the power equipment and the lighting system.
The timing parameter is a parameter for controlling the lighting system to be turned on and off at fixed time according to the lamp using time of the building. The time-sharing control parameter means that when other electricity utilization and the lighting system are simultaneously carried out, the other electricity utilization and the lighting system are separately controlled, and the set time parameter is the time-sharing control parameter.
Optionally, to water supply system and heating and ventilation system, building equipment data acquisition device gathers the pressure and the flow information of water supply pipe, with pressure and flow information upload to equipment intelligent management module, equipment intelligent management module analysis received data judge the trouble of water supply pipe, when taking place the unusual trouble of revealing, automatic control closes corresponding valve.
Further, warm logical system still includes central air conditioning system, and central air conditioning system management and control includes central air conditioning unit control, cooling supply pipeline detection and terminal fan control, and unit control is mainly through setting for unit automatic operation parameter, and terminal fan control carries out equipment switch and temperature setting including carrying out based on indoor personnel state and temperature, to installing the monomer air conditioning room, carries out remote control through infrared controlgear.
The indoor personnel state mainly detects the body surface temperature of the indoor personnel, and non-contact detection of the body surface temperature of the personnel by an infrared temperature sensor can be adopted.
The emergency processing module is used for starting automatic spraying equipment in time aiming at the fire disaster situation, informing building managers and higher-level security departments, and assisting in evacuation of organization personnel, guidance of fire fighters and the like according to a campus emergency plan; aiming at security incidents such as fighting, theft and the like, building managers are identified and prompted to check, and monitoring videos are stored and reported to building security departments.
The emergency processing module may be configured to perform the steps of:
step 1, integrating a smoke alarm and a manual alarm device, finding the position of a fire in time and estimating the size of the fire.
And 2, sending a voice prompt to a duty room to inform the fire occurrence and position, and starting automatic spraying.
And 3, starting a fire emergency plan and sending a fire prompt to an upper-level department.
And 4, manually or automatically starting building evacuation voice prompt to prompt people to evacuate routes and notice.
The logistics event processing module is used for collecting faults of the water conveying pipeline and the electrified line of the building according to the building equipment data collecting device, generating a maintenance list comprising fault details and maintenance suggestions, sending the maintenance list to a mobile terminal of a building maintainer, and recording maintenance conditions.
This embodiment notifies maintenance personal with equipment failure, maintenance scheme or/and equipment information, assists and provides maintenance scheme or producer personnel, takes notes the maintenance condition, has improved the intellectuality of maintenance process management and control.
And the building construction processing module is used for upgrading construction events of building facilities in the building using process, assisting in managing constructors, checking identities and authorities, providing construction assistance such as power failure and water cut-off and the like, and recording and reporting construction progress. Firstly, building construction registration is carried out, and the on-duty personnel are assisted to register construction time, position, personnel and other information; when a constructor enters a building, the identity of the constructor is identified through the video monitoring module, and the door access permission is given to judge whether the constructor can enter the building. And uploading the construction progress to a building construction processing module for a building manager to check.
And the daily routing inspection processing module is used for regularly and irregularly routing inspection work for logistics management personnel, assisting in arranging inspection schedule items, timely notifying related departments and personnel of organization, performing video automatic inspection on partial contents such as building areas, equipment conditions and the like through video equipment assistance, evaluating the routing inspection effect and feeding back. The daily routing inspection processing module arranges routing inspection time for security, cleaning and maintenance personnel and sends a prompt instruction.
Example 2
Based on embodiment 1, this embodiment provides a unified management and control method for buildings, as shown in fig. 2, including the following steps, where the following steps may be executed in parallel:
step A: the identity of a person entering a building is identified, the person is compared with a stored registration data table of building personnel, and for the person who does not belong to the building registration, the whole building seamless tracking is carried out and a warning is sent to a building security department;
b, collecting signals of an electric power system, a water supply system and a heating and ventilation system of the building, setting automatic control parameters, and automatically controlling the electric power system, the water supply system and the heating and ventilation system of the building;
and C: monitoring faults of a building water conveying pipeline and an electrified circuit, informing maintenance personnel of fault details and maintenance suggestions for emergency repair, and recording maintenance conditions; monitoring building equipment faults, reporting the equipment faults, maintenance schemes or/and equipment information to maintenance personnel, providing maintenance schemes or manufacturer personnel, and recording maintenance conditions;
and D, arranging the routing inspection schedule items and sending the routing inspection schedule to relevant departments or/and relevant personnel.
The embodiment realizes man-machine monitoring in the building and improves the intellectualization of building management and control.
And step A, identifying the identity of a person entering the building, checking the attendance of the person if the person entering the building belongs to the staff, and transmitting the attendance information to a performance system of the staff.
In the step A, the identity of the personnel entering the building is identified, the personnel are compared with the stored registration data table of the building personnel, and for the personnel who do not belong to the building registration, the method for carrying out the seamless tracking of the whole building and sending the warning to the building security department can be specifically as follows:
(1) firstly, face images of resident personnel and workers in a building are collected through a front-end image collection camera, features are extracted through a deep learning algorithm, and identity registration is carried out.
(2) The front-end image acquisition camera acquires images in real time, the video monitoring module adopts a deep learning algorithm to identify human bodies and human faces appearing in the images, human face features are acquired and then sent to the main server, and the main server conducts retrieval comparison in a registered resident data sheet and a registered worker data sheet.
(3) If the face belongs to the resident list, the system displays audio-visual information such as welcome words; if the face belongs to the staff list, the staff is checked in a card mode, attendance information is transmitted to a performance system of the staff, and for the staff who do not belong to the building registration, a front-end camera is called to conduct full-building seamless tracking on the staff, and a warning is sent to a building security department.
In the step B, optionally, the switching state of the current subsystem can be known by detecting the electric meter loop information of the electric power system through the building equipment data acquisition device for the electric power system, wherein the electric meter loop information includes current, voltage and the like. And automatically controlling the power equipment and the lighting system of the power system according to the set timing parameters and time-sharing control parameters of the power equipment and the lighting system.
The timing parameter is a parameter for controlling the lighting system to be turned on and off at fixed time according to the lamp using time of the building. The time-sharing control parameter means that when other electricity utilization and the lighting system are simultaneously carried out, the other electricity utilization and the lighting system are separately controlled, and the set time parameter is the time-sharing control parameter.
Optionally, to water supply system and heating and ventilation system, building equipment data acquisition device gathers the pressure and the flow information of water supply pipe, with pressure and flow information upload to equipment intelligent management module, equipment intelligent management module analysis received data judge the trouble of water supply pipe, when taking place the unusual trouble of revealing, automatic control closes corresponding valve.
Further, warm logical system still includes central air conditioning system, and central air conditioning system management and control includes central air conditioning unit control, cooling supply pipeline detection and terminal fan control, and unit control is mainly through setting for unit automatic operation parameter, and terminal fan control carries out equipment switch and temperature setting including carrying out based on indoor personnel state and temperature, to installing the monomer air conditioning room, carries out remote control through infrared controlgear.
The indoor personnel state mainly detects the body surface temperature of the indoor personnel, and non-contact detection of the body surface temperature of the personnel by an infrared temperature sensor can be adopted.
Further, the method for controlling the emergency event processing comprises the following steps:
step 1, receiving a fire alarm signal, identifying and finding a fire position, and estimating the size of the fire;
wherein, the fire alarm signal can be obtained by a smoke alarm and a manual alarm device.
Step 2, sending a voice prompt to a duty room to inform the occurrence and the position of a fire or start an automatic spraying device;
and 3, starting a fire emergency plan and sending a fire prompt to an upper-level department.
And 4, starting a building evacuation voice prompt in a manual starting or automatic starting mode to prompt people to evacuate routes and notice.
The method also comprises a construction monitoring method for assisting in managing constructors of the building, and comprises the following steps: and establishing a constructor information base, identifying the identity information and the authority of constructors entering the building, and recording the construction progress.
The monitoring method of the embodiment realizes personnel monitoring through video monitoring, and realizes automatic control of an electric power system, a water supply system and a heating and ventilation system of a building through intelligent acquisition of equipment of the building. Meanwhile, a control method for processing emergency events and a construction monitoring method are also set, so that all-around management and control of the building can be realized, manpower is liberated, and the intellectualization of building management is improved.
The above description is only a preferred embodiment of the present application and is not intended to limit the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Although the embodiments of the present invention have been described with reference to the accompanying drawings, it is not intended to limit the scope of the present invention, and it should be understood by those skilled in the art that various modifications and variations can be made without inventive efforts by those skilled in the art based on the technical solution of the present invention.
Claims (10)
1. The utility model provides a unified management and control system of building which characterized in that includes: the device comprises an intelligent device control module, a video monitoring module, a main server and a main control display screen; the equipment intelligent control module and the video monitoring module are respectively connected with a main server, and the main server is connected with a main control display screen;
the video monitoring module is used for identifying the identity of a person entering the building; the main server receives the identification result of the video monitoring module, compares the identification result with a stored registration data table of building personnel, carries out full-building seamless tracking on unregistered personnel which do not belong to the building, and sends a warning to a building security department; and recording corresponding access information for the personnel registered in the building.
2. The building unified management and control system as claimed in claim 1, wherein: the registered personnel of the building comprise users and workers of the building, if the personnel identity identification belongs to the workers, the workers are checked in a card, and attendance information is transmitted to a performance system of the workers;
or the video monitoring module comprises a front-end image acquisition camera and a rear-end image processing system, the front end consists of a monitoring network consisting of a plurality of image acquisition cameras, the rear-end image processing system adopts machine learning to identify the detected face images, and the main server compares and confirms the identities of the persons.
3. The building unified management and control system as claimed in claim 1, wherein: the intelligent management module of the equipment is used for controlling an electric power system, a water supply system, a heating and ventilation system and a data acquisition system of the building, and the equipment operation data of the corresponding system is acquired through the set data acquisition device of the building equipment to realize automatic control on the electric power system, the water supply system and the heating and ventilation system of the building.
4. The building unified management and control system as claimed in claim 1, wherein: the system also comprises an emergency processing module, wherein the emergency processing module is connected with the main server and used for starting automatic spraying equipment in time according to the fire situation, informing building managers and higher-level security departments and giving an alarm.
5. The building unified management and control system as claimed in claim 1, wherein: still include logistics event processing module, logistics event processing module is connected with the main server for according to building raceway and the circular telegram circuit trouble of gathering, the maintenance list including fault details and maintenance suggestion is generated, will overhaul the list and send building maintainer's mobile terminal, and the record maintenance condition.
6. The building unified management and control system as claimed in claim 1, wherein: the building construction processing module is used for assisting constructors for managing the building, establishing a constructor information base, identifying identity information and authority of the constructors entering the building, and recording construction progress.
7. The building unified management and control system as claimed in claim 1, wherein: the system also comprises a daily inspection processing module, wherein the daily inspection processing module is used for assisting in arranging inspection schedule items and sending an inspection schedule to related departments or/and related personnel.
8. A building unified management and control method is characterized by comprising the following steps:
the identity of a person entering a building is identified, the person is compared with a stored registration data table of building personnel, and for the person who does not belong to the building registration, the whole building seamless tracking is carried out and a warning is sent to a building security department;
collecting signals of an electric power system, a water supply system and a heating and ventilation system of a building, setting automatic control parameters, and automatically controlling the electric power system, the water supply system and the heating and ventilation system of the building;
monitoring faults of a building water conveying pipeline and an electrified circuit, informing maintenance personnel of fault details and maintenance suggestions for emergency repair, and recording maintenance conditions; monitoring building equipment faults, reporting the equipment faults, maintenance schemes or/and equipment information to maintenance personnel, providing maintenance schemes or manufacturer personnel, and recording maintenance conditions;
scheduling the patrol schedule items, and sending the patrol schedule to relevant departments or/and relevant personnel.
9. The building unified management and control method as claimed in claim 8, wherein: identifying the identity of a person entering the building, if the person entering the building belongs to a worker, checking the work attendance by punching the card for the worker, and transmitting the attendance information to a performance system of the worker;
or, the method for identifying the identity of the personnel entering the building, comparing the identity with the stored registration data table of the building personnel, performing full-building seamless tracking on the personnel who do not belong to the building registration and sending a warning to the building security department comprises the following specific steps:
acquiring facial images of residents and workers in a building, extracting features through a deep learning algorithm, and registering identities;
acquiring a real-time acquired image, identifying a human body and a human face appearing in the image by adopting a deep learning algorithm, and after acquiring human face characteristics, performing retrieval comparison in a registered resident data table and a registered worker data table;
if the face belongs to the resident list, displaying audio-visual information; if the face belongs to the staff list, the staff is checked in a card mode, attendance information is transmitted to a performance system of the staff, and for the staff who do not belong to the building registration, a front-end camera is called to conduct full-building seamless tracking on the staff, and a warning is sent to a building security department.
10. The building unified management and control method as claimed in claim 8, wherein:
the method also comprises a control method for processing the emergency event, and comprises the following steps:
receiving a fire alarm signal, identifying and finding a fire position, and estimating the size of the fire;
sending voice prompt to a duty room to inform the occurrence and position of fire or start an automatic spraying device;
starting a fire emergency plan, and sending a fire prompt to an upper-level department;
starting a building evacuation voice prompt in a manual starting or automatic starting mode to prompt personnel to evacuate routes and cautions;
or, the construction monitoring method is used for assisting constructors for managing the building, and comprises the following steps: and establishing a constructor information base, identifying the identity information and the authority of constructors entering the building, and recording the construction progress.
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| CN113159632A (en) * | 2021-05-06 | 2021-07-23 | 重庆国科应用技术研究所有限公司 | Building management method and system based on user portrait |
| CN113340340A (en) * | 2021-04-27 | 2021-09-03 | 常州大连理工大学智能装备研究院 | Building intelligent monitoring system based on thing networking |
| CN113591788A (en) * | 2021-08-13 | 2021-11-02 | 日立楼宇技术（广州）有限公司 | Building electric equipment control method and device, computer equipment and storage medium |
| CN114004382A (en) * | 2021-10-20 | 2022-02-01 | 红石阳光（北京）科技股份有限公司 | Intelligent building operating system |
| CN114002965A (en) * | 2021-10-12 | 2022-02-01 | 红石阳光（北京）科技股份有限公司 | Intelligent building's property management system based on thing networking |
| CN114877468A (en) * | 2022-05-28 | 2022-08-09 | 河南省人民医院 | Operating room air purification management system based on deep learning |
| CN116165956A (en) * | 2023-03-09 | 2023-05-26 | 中建照明有限公司 | Intelligent building network control system and method based on Internet of things |
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| CN113591788B (en) * | 2021-08-13 | 2023-05-30 | 日立楼宇技术（广州）有限公司 | Building electric equipment control method, device, computer equipment and storage medium |
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