CN110288261A - Estate management management system based on big data platform - Google Patents
Estate management management system based on big data platform Download PDFInfo
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- CN110288261A CN110288261A CN201910592227.2A CN201910592227A CN110288261A CN 110288261 A CN110288261 A CN 110288261A CN 201910592227 A CN201910592227 A CN 201910592227A CN 110288261 A CN110288261 A CN 110288261A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06315—Needs-based resource requirements planning or analysis
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0645—Rental transactions; Leasing transactions
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/16—Real estate
- G06Q50/163—Property management
Abstract
The invention belongs to computer management system technical field, specially a kind of estate management management system based on big data platform, including personal management module, vehicle management module, property plots safety management module and store services platform module；Personal management module includes dwelling unit and certification audit unit；Vehicle management module is used for the essential information of managing residents vehicle；Property plots safety management module realizes recognition of face, tracking and warning function by video camera；Store services platform module includes shopping unit, household services unit, vehicle service unit, shared automobile unit and the idle item units of shared household.Work efficiency is high by the present invention, multiple functional, it can be achieved that comprehensive analysis and processing to information, provides all kinds of integrated informations to manager in time.
Description
Technical field
The invention belongs to computer management system technical field, specially a kind of estate management management based on big data platform
System.
Background technique
As the utilization of internet is more and more diversified, the use cost of single internet product is lower and lower, the life of people
Living, work, educational mode also become more dependent on the utilization of internet.Based on mass data obtained from internet, to enterprise
Strategic importance is to process by the specialization to mass data, " increment " of data is realized, commonly used in a certain specific use
Family social consumption behavior or desired prediction, or user's potential demand is excavated, with the first chance that dominates the market, specifically used link is as created
Make chance, save cost, managing risk etc..
In the daily management of residential property, mainly have following defect: cell data is huge, the number of each type
There are many association between, often move a hair and lead whole body.But if data, without electronization, the change of a data is difficult to chase after
It traces back, to cause difficult management.
With the fast development of Chinese society economy, the working method of traditional service trade is no longer satisfied the need of people
It asks, how to be improved service quality level using science and technology, realize that efficient, automation is very necessary.People's living standard is not
Disconnected to improve, the increasing of the housing estate development scale of small and medium-sized cities, the scientific of Property Management of residence, systematization, informationization also become
The target of each infrastructure management company.Therefore, these functions to be realized, it is desirable to be equipped with Property Management of residence information system, so as to for
Neighbours living provides good service with quick response resident's demand, builds an efficient and convenient living environment for them.City
It is badly in need of a kind of Management System of Plot Estate realization intelligent management based on Internet of Things on field.
Summary of the invention
The present invention is directed to provide in place of overcome the deficiencies in the prior art it is a kind of work efficiency is high, it is multiple functional, it can be achieved that
To the comprehensive analysis and processing of information, the estate management based on big data platform of all kinds of integrated informations is provided to manager in time
Management system.
In order to solve the above technical problems, the present invention is implemented as follows:
A kind of estate management management system based on big data platform, including personal management module, vehicle management module, property are small
Area's safety management module and store services platform module；
The personal management module includes dwelling unit and certification audit unit；The dwelling unit is basic for managing residents
Information；The certification audit unit enters the review operations of application for resident, by referring to vein registration identification and back-stage management
Systems connection carries out comparing and payment, to realize cell gate inhibition, cell gate, elevator and the registration management of floor；
The vehicle management module is used for the essential information of managing residents vehicle, and by license plate recognition technology, realize vehicle without
Obstacle enters and leaves garage；The parking stall temporarily opened is voluntarily selected by owner, using parking management module of staggering the time, registers property plots
The vehicle nationality information of owner kith and kin, scanning property vehicle management software two dimensional code are staggered the time parking；
The property plots safety management module realizes recognition of face, tracking and warning function by video camera, to suspicious object
It carries out all-the-way tracking, image storage and looks into, by humanoid image analysis software, realize abnormal conditions alarm；
The store services platform module include shopping unit, household services unit, vehicle service unit, shared automobile unit and
The shared idle item units of household.
As a preferred embodiment, property plots safety management module of the present invention includes that central processing unit, data connect
Receive device, monitoring module and alarm module；The monitoring module can be in real time by monitoring data transmission to data sink, and leads to
Central processing unit is crossed to be handled；The central processing unit by WiFi module will treated real-time data transmission to cloud number
According to library；The signal transmission port of the alarm module connects with the signal transmission port of central processing unit.
Further, dwelling unit of the present invention is used for the essential information of managing residents, comprising: cell-phone number, name, building
Space unit, room number, resident's identity and small routine state of activation, and resident, batch addition, batch deletion can be added and criticized
Amount addition.
Further, vehicle management module of the present invention includes parking stall list cell, brake list cell；The parking stall
List cell is used to manage the essential information of parking stall, comprising: parking stall number, place floor, parking stall associated vehicle, parking stall type, institute
Belong to house, lock state, berth lock sequence number, remaining capacity, and parking stall can be added, import vehicle and batch deletion
Operation；The brake list cell is used to record the essential information of brake, comprising: equipment Serial Number, brake title, place building
Layer, brake type, equipment state.
Further, finger vein registration identification of the present invention includes user's registration subsystem and user's checking subsystem；
The user's registration subsystem is used to obtain the finger venous image of registration user, forms finger vena database；The user
Verifying subsystem is for obtaining user's finger vein image to be verified, comprising: the finger vein image that acquisition logs in personnel carries out figure
As acquisition；Vein image, which carries out the pretreatment of image, to be referred to acquisition, and feature extraction is carried out to pretreated image, then
It send database to be compared with the finger vena database data in user's registration subsystem, thinks to be effective if matching
Otherwise family is illegal user.
Further, the present invention is trained pretreated image using BP neural network algorithm, to the finger of acquisition
Vein image carries out PCA and LDA noise reduction process, calculates the average image by PCA, goes column correlation to obtain characteristic value, pass through spy
Value indicative carries out LDA dimension-reduction treatment, then class center of a sample is obtained after projecting；Divided using the BP neural network tool of Matlab
Class, and training result is saved.
Work efficiency is high by the present invention, multiple functional, it can be achieved that comprehensive analysis and processing to information, mentions to manager in time
For all kinds of integrated informations.The present invention can carry out estate management region comprehensive by the setting of distributed monitoring module
Monitoring, and can in real time store monitoring data to cloud database, the use of storage hard disk is effectively reduced, and can be avoided
Due to human error, to cause loss of data and be capable of the generation of timely learning event, and it can take and timely and effectively cope with
Measure meets the demand of intelligent social development now.The present invention gets through intelligent entrance guard, banister and berth lock by Internet of Things
Etc. equipment, save management cost, allow owner live more Portable safety, promote the industrial competition of infrastructure management company.
The present invention can assist local resource to cash by store services platform module, drive cell shopping, household services, vehicle
Service, shared automobile and shared household leave unused article and the development of other value-added services, are managed independently or are held by infrastructure management company
Packet local resource realizes profit, provides good convenience service for community resident, infrastructure management company is helped to complete from single profit mould
Transformation of the formula to diversification profit model.
Detailed description of the invention
Present invention will be further explained below with reference to the attached drawings and specific embodiments.Protection scope of the present invention not only office
It is limited to the statement of following content.
Fig. 1 is that the present invention is based on the estate management management system topological diagrams of big data platform.
Fig. 2 is that the present invention is based on the estate management management system functional block diagrams of big data platform.
Specific embodiment
As shown, a kind of estate management management system based on big data platform, including personal management module, vehicle pipe
Manage module, property plots safety management module and store services platform module；
The personal management module includes dwelling unit and certification audit unit；The dwelling unit is basic for managing residents
Information；The certification audit unit enters the review operations of application for resident, by referring to that vein registers identification technology and backstage
Management system networking carries out comparing and payment, to realize cell gate inhibition, cell gate, elevator and the registration management of floor；
Finger vein registration identification of the present invention includes user's registration subsystem and user's checking subsystem；User's registration
System is used to obtain the finger venous image of registration user, forms finger vena database；The user's checking subsystem is used for
Obtain user's finger vein image to be verified, comprising: the finger vein image that acquisition logs in personnel carries out Image Acquisition；To acquisition
Refer to that vein image carries out the pretreatment of image, and feature extraction is carried out to pretreated image, then send database and user
Finger vena database data in registration subsystem is compared, and is thought if matching for validated user, otherwise illegally to use
Family.
The present invention is trained pretreated image using BP neural network algorithm, to the finger vein image of acquisition into
Row PCA and LDA noise reduction process calculates the average image by PCA, goes column correlation to obtain characteristic value, carry out LDA by characteristic value
Dimension-reduction treatment, then class center of a sample is obtained after projecting；Classified using the BP neural network tool of Matlab, and will trained
As a result it is saved.
The vehicle management module is used for the essential information of managing residents vehicle, and by license plate recognition technology, realizes vehicle
Accessible discrepancy garage；The parking stall temporarily opened is voluntarily selected by owner, using parking management module of staggering the time, registers property
The vehicle nationality information of cell owner kith and kin, scanning property vehicle management software two dimensional code are staggered the time parking；
The property plots safety management module realizes recognition of face, tracking and warning function by video camera, to suspicious object
It carries out all-the-way tracking, image storage and looks into, by humanoid image analysis software, realize abnormal conditions alarm；
The store services platform module include shopping unit, household services unit, vehicle service unit, shared automobile unit and
The shared idle item units of household.
Property plots safety management module of the present invention includes central processing unit, data sink, monitoring module and report
Alert module；The monitoring module can be in real time by monitoring data transmission to data sink, and passes through central processing unit and carry out
Processing；The central processing unit by WiFi module will treated real-time data transmission to cloud database；The alarm mould
The signal transmission port of block connects with the signal transmission port of central processing unit.
Dwelling unit of the present invention is used for the essential information of managing residents, comprising: cell-phone number, name, building unit, room
Number, resident's identity and small routine state of activation, and can be added that resident, batch addition, batch is deleted and batch adds.
Vehicle management module of the present invention includes parking stall list cell, brake list cell；The parking stall list cell
For managing the essential information of parking stall, comprising: parking stall number, place floor, parking stall associated vehicle, parking stall type, affiliated house, vehicle
Lock status, berth lock sequence number, remaining capacity, and parking stall can be added, import the operation that vehicle and batch are deleted；Institute
Brake list cell is stated for recording the essential information of brake, comprising: equipment Serial Number, brake title, place floor, brake class
Type and equipment state.
Shown in Figure 1, present system system is networked based on internet big data cloud platform, mobile phone terminal, front end hardware
Residential property Intellective Management Software plateform system includes four submodules.
(1) personal management module
It is compared and pays the fees with background management system networking by referring to that vein registers identification technology, to realize cell gate inhibition, list
The registration management respectively such as first door, elevator, floor.Owner realizes by referring to hand vein recognition and enters and leaves cell door, cell gate, electricity without card
Ladder had not only facilitated cell owner to enter and leave, but also saved administrative staff's cost of infrastructure management company, while safety is also guaranteed, and avoids
The case where entering and leaving is influenced due to leaving behind badge or badge is lost.
(2) vehicle management module
By license plate recognition technology, realize that vehicle barrier-free enters and leaves garage；The parking stall temporarily opened is voluntarily selected by owner, is made
With parking management software of staggering the time, the vehicle nationality information of property plots owner kith and kin is registered, scans property vehicle management software two dimensional code
It staggers the time parking, had both solved the problems, such as owner guest's parking difficulty in this way, also improve the management level of infrastructure management company, in garden
Order is improved, and realizes the separation of people's vehicle, activity of the owner in garden is safer, and the parking stall of owner also obtains effective benefit
With, while owner and infrastructure management company also increase certain income.
(3) property plots safety management system module
Property plots safety management system is to realize recognition of face, tracking and warning function by video camera, to suspicious object into
Row all-the-way tracking, image are stored and are looked into.By humanoid image analysis software, abnormal conditions alarm is realized, as personnel fall down
Locating alarming, property monitoring center can improve security protection efficiency and management level by warning message guard key.
(4) store services platform module
A, shopping function: owner can be done shopping by Intra-cell service platform, and by doing shopping, electronical record can trace to the source；
B, the various household services of platform selecting household services function: can be passed through；
C, market service, maintenance, maintenance, carwash, ornaments etc. after vehicle；
D, share automobile function: achievable direct route is sent, such as is gone to work, gone to school.It is suitable in the searching docking of internal service platform when trip
Windmill, it is time saving, laborsaving, economical.
E, the idle article of household is shared, by service platform, realizes exchange, the paid utilization function of the idle article of owner.
The comprehensive analysis and processing to information may be implemented in the present invention in terms of estate management, provides in time to manager each
Class integrated information, and can inquire at any time, to improve working efficiency, the management level of estate management, it is ensured that obtain maximum economic effect
Benefit completely can be more under the background of the new and high technologies such as current internet, mobile Internet, Internet of Things, cloud computing fast development
Stick on the daily life of nearly owner.
Shown in Figure 2, property management personnel of the present invention imports household information by personal management module, generates resident and steps on
Information is recorded, system is stored into；Property management personnel imports vehicle and parking space information by vehicle management module, configures vehicle for resident
Position, is stored into system；Property management personnel enters trade company by store services platform module typing Business Information, configuration, stores
Enter system；After certification logs in, owner can log in small routine, check relevant information and carry out relevant operation；Owner passes through door
Prohibit cell door and the cell gate that manages and can control under one's name.The owner parking stall for being logged system will configure berth lock, industry
To occur parking stall lock controller in main small routine automatically；Meanwhile owner can also be passed through by monthly card application in property audit
Berth lock control authority is obtained afterwards；Owner can be checked by property in small routine with the store service platform letter in imbedding system
Breath.The present invention passes through the setting of distributed monitoring module, can carry out conduct monitoring at all levels to estate management region, and can be real-time
Monitoring data is stored to cloud database, the use of storage hard disk is effectively reduced, and can be avoided due to human error, from
And loss of data is caused, and also by the setting of LED display, facilitate viewing of the pedestrian to monitored picture, it is more so as to pass through
Aspect is monitored it, improves its safety, and be capable of the generation of timely learning event, and can take and timely and effectively answer
To measure, meet the demand of intelligent social development now.
It although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with
A variety of variations, modification, replacement can be carried out to these embodiments without departing from the principles and spirit of the present invention by understanding
And modification, the scope of the present invention is defined by the appended.
Claims (6)
1. a kind of estate management management system based on big data platform, which is characterized in that including personal management module, vehicle pipe
Manage module, property plots safety management module and store services platform module；
The personal management module includes dwelling unit and certification audit unit；The dwelling unit is basic for managing residents
Information；The certification audit unit enters the review operations of application for resident, by referring to vein registration identification and back-stage management
Systems connection carries out comparing and payment, to realize cell gate inhibition, cell gate, elevator and the registration management of floor；
The vehicle management module is used for the essential information of managing residents vehicle, and by license plate recognition technology, realize vehicle without
Obstacle enters and leaves garage；The parking stall temporarily opened is voluntarily selected by owner, using parking management module of staggering the time, registers property plots
The vehicle nationality information of owner kith and kin, scanning property vehicle management software two dimensional code are staggered the time parking；
The property plots safety management module realizes recognition of face, tracking and warning function by video camera, to suspicious object
It carries out all-the-way tracking, image storage and looks into, by humanoid image analysis software, realize abnormal conditions alarm；
The store services platform module include shopping unit, household services unit, vehicle service unit, shared automobile unit and
The shared idle item units of household.
2. the estate management management system according to claim 1 based on big data platform, it is characterised in that: the property
Residential security management module includes central processing unit, data sink, monitoring module and alarm module；The monitoring module can
In real time by monitoring data transmission to data sink, and handled by central processing unit；The central processing unit passes through
WiFi module will treated real-time data transmission to cloud database；The signal transmission port and centre of the alarm module
The signal transmission port of reason device connects.
3. the estate management management system according to claim 2 based on big data platform, it is characterised in that: the resident
Unit is used for the essential information of managing residents, comprising: cell-phone number, name, building unit, room number, resident's identity and small routine swash
State living, and resident, batch addition, batch deletion and batch can be added and added.
4. the estate management management system according to claim 3 based on big data platform, it is characterised in that: the vehicle
Management module includes parking stall list cell, brake list cell；The parking stall list cell is used to manage the essential information of parking stall,
Include: parking stall number, place floor, parking stall associated vehicle, parking stall type, affiliated house, lock state, berth lock sequence number, remain
Remaining electricity, and parking stall can be added, import the operation that vehicle and batch are deleted；The brake list cell is for recording
The essential information of brake, comprising: equipment Serial Number, brake title, place floor, brake type and equipment state.
5. the estate management management system according to claim 4 based on big data platform, it is characterised in that: the finger is quiet
Arteries and veins registration identification includes user's registration subsystem and user's checking subsystem；The user's registration subsystem is used for obtaining registration
The finger venous image at family forms finger vena database；The user's checking subsystem is for obtaining user's finger to be verified
Vein image, comprising: the finger vein image that acquisition logs in personnel carries out Image Acquisition；Image is carried out to the finger vein image of acquisition
Pretreatment, and feature extraction is carried out to pretreated image, then send the finger in database and user's registration subsystem
Intravenous data library data are compared, and are thought if matching for validated user, are otherwise illegal user.
6. the estate management management system according to claim 5 based on big data platform, it is characterised in that: using BP mind
Pretreated image is trained through network algorithm, PCA and LDA noise reduction process is carried out to the finger vein image of acquisition, is led to
It crosses PCA and calculates the average image, column correlation is gone to obtain characteristic value, LDA dimension-reduction treatment is carried out by characteristic value, then after projecting
To class center of a sample；Classified using the BP neural network tool of Matlab, and training result is saved.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910592227.2A CN110288261A (en) | 2019-07-03 | 2019-07-03 | Estate management management system based on big data platform |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910592227.2A CN110288261A (en) | 2019-07-03 | 2019-07-03 | Estate management management system based on big data platform |
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| CN110288261A true CN110288261A (en) | 2019-09-27 |
Family
ID=68020331
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| CN201910592227.2A Pending CN110288261A (en) | 2019-07-03 | 2019-07-03 | Estate management management system based on big data platform |
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| CN117217243A (en) * | 2023-09-13 | 2023-12-12 | 广州莲雾科技有限公司 | Automatic management system of borrowing and returning of tools and instruments |
| CN117354469A (en) * | 2023-12-05 | 2024-01-05 | 陕西华海信息技术有限公司 | District monitoring video target tracking method and system based on security precaution |
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