CN110363915A - Bedroom retail terminal data collection system and method based on technology of Internet of things - Google Patents
Bedroom retail terminal data collection system and method based on technology of Internet of things Download PDFInfo
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- G07C9/00571—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys operated by interacting with a central unit
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- G—PHYSICS
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- G07F—COIN-FREED OR LIKE APPARATUS
- G07F9/00—Details other than those peculiar to special kinds or types of apparatus
- G07F9/02—Devices for alarm or indication, e.g. when empty; Advertising arrangements in coin-freed apparatus
- G07F9/026—Devices for alarm or indication, e.g. when empty; Advertising arrangements in coin-freed apparatus for alarm, monitoring and auditing in vending machines or means for indication, e.g. when empty
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Abstract
The invention belongs to internet of things field, a kind of bedroom retail terminal data collection system and method based on technology of Internet of things is disclosed, the bedroom retail terminal data acquisition information management system based on technology of Internet of things includes RFID sensor subsystem, system control subsystem, data process subsystem, wireless transmission subsystem, executing agency's subsystem and system monitoring center.The present invention is embedded in Bluetooth communication and NB-IOT protenchyma connected network communication module in electric control lock；The present invention uses the narrowband mobile communication 4G and NB-IOT technology of Internet of things, the retail terminal that will be distributed over numerous university student bedrooms connects, the management to commodity is realized using RFID radio frequency label, consumer, which is collected into, with retail terminal data analysis system really comprehensive consumer behavior data and carries out data mining analysis, disclose consumer's Shopping Behaviors preference, implement precisely to push with goods and accurate marketing, there is very strong market value.
Description
Technical field
The invention belongs to internet of things field more particularly to a kind of bedroom retail terminal data based on technology of Internet of things
Acquisition system and method.
Background technique
Currently, the immediate prior art:
Due to the development of urban construction, university city is built in outer suburbs one after another in various regions, due to being located in partially far from down town
Far, matching facilities for life is poor, although provide more excellent teaching and scientific research environment for teachers and students, also brings in life all
Mostly inconvenient, main problem has:
Time and space limitation, hinder the satisfaction of life requirement.Shopping centre and shopping center distribution more collect in school
In, farther out from most of bedroom buildings.And there is stringent gate inhibition in bedroom, student enrollment purchases daily necessity, often to consider road
The factors such as journey and time, student are often not desired to run out of dormitory shopping, but the forms such as online shopping face again and express delivery is taken to ask slowly etc.
Topic.And gate inhibition's period, the student enrollment in " overtime work " face shopping problem, rigid demand is not being met, and for
Some interim appearance shortage, easy consumption daily necessity is also unable to get and timely supplements and use.
External information is asymmetric in the school, and lacks effective filtering screening.On the one hand, the dormitory way of promotion of all kinds of businessmans is numerous
It is miscellaneous, the daily work and rest of students is largely influenced, not private life's studying space of interruption-free to student enrollment,
The dislike that student promotes businessman is easily caused, therefore, school enters bedroom to various businessmans, holds the state clearly forbidden mostly
Degree.On the other hand, and student enrollment is larger to the information requirement of external part-time, recruitment etc., it is existing part-time community, flat
Platform, many part time jobs for recruiting enterprise are lack of pertinence, or even there are deceptive information to spread unchecked, the peace of information accuracy and student
Full property cannot all ensure that student is difficult to obtain effective relevant information.Finally, businessman is caused to want to come in, and student finds out
The quagmire gone.
Traditional shop can only stock up according to public hobby, and type is more, and quantity is more, if the quotient needed without consumer
Product, consumer will transfer to select other shops, and loyalty is lower, and businessman can only substantially judge consumer according to the sales volume of commodity
Preference, can not accomplish precisely to sell, precisely with goods.And bedroom retail terminal is only a bedroom, one family or an office
The people of room provides commodity and information, reduces the range of service, can be by by establishing big data analysis model by Ali's cloud
According to the consumption data analysis purchase preference of consumer groups, implement precision marketing.
Ali's cloud is world-leading cloud computing and artificial intelligence scientific & technical corporation, is dedicated to the side of online public service
Formula provides safe and reliable calculating and data-handling capacity, and calculating and artificial intelligence is allowed to become general favour science and technology.Under its platform
Product big data has big data development kit, DataV data visualization, relational network analysis, recommended engine, public's trend point
The functions such as analysis, enterprise's map, data integration, analytic type database and stream calculation are currently 12306 websites, Sinopec,
The sturdy infrastructure services of the offers such as State General Taxation Administration, General Administration of Customs, Nation Astronomical Observatory, China Unicom, microblogging.It closes rule aspect
Accumulation also obtained in many ways supervise and auditing bodies approval.
In conclusion problem of the existing technology is:
Traditional shop can only stock up according to public hobby, and type is more, and quantity is more, cause commodity overstocking and at high cost.
If consumer will transfer to select other shops, and loyalty is lower, and businessman can only be according to quotient without the commodity that consumer needs
The sales volume of product substantially judges the preference of consumer, can not accomplish precisely to sell, precisely match goods.Meanwhile traditional store is apart from bedroom
Farther out, shopping is inconvenient and is lack of pertinence, and especially university student bedroom is all at 10 points at night~11 points and is shut off bedroom gate,
Student, which wants shopping, at this time just cannot achieve.
It is the always fixed upper three layers of bubble face of the commodity placed, three layers lower although automatic vending machine is placed in the bedroom
Potable mineral water, and the identity of commodity data and purchase user in counter is associated due to lacking, it is difficult to accomplish pair
The quantitative data analysis of consumer objects consumption preferences, it is difficult to realize precision marketing and personalized service.Meanwhile automatic vending after all
Machine is typically placed in bedroom Stall, this implements consumption stimulation for liking the current university students consumer that residence is stayed indoor in the bedroom
There are difficulty.
Traditional store and automatic vending machine also lack the function of push accurate advertisement and online service, this is for mobile interchange
In the net epoch, for one smart phone of manpower at any time not from the student users of body, obtaining consulting and providing personalized service is a weight
The missing wanted, for example prepare for the postgraduate qualifying examination, prepare for the doctoral qualifying examination, examining public training, driving school, the consulting that foot tours etc. university student is badly in need of passes through bedroom zero
Terminal and the push of line upper mounting plate are sold, more values can be created.
Solve the difficulty of above-mentioned technical problem:
The first, traditional retail shop and automatic vending machine fail to acquire consumer identification information, also lack acquisition number in real time
According to effective technology means, be associated with the commodity shortage bought, cannot analyze Consumer Preferences, implemented precisely with goods, accurate
Marketing.
The second, the existing mode of sales channel, it is no matter on-line off-line, all there is the time difference and apart from remote problem, it is difficult to and
When meet consumer demand, consumer experience is poor, can not stimulate consumption in time.
Third, the existing mode of sales channel cannot establish the big data for being directed to the specific consumer group towards masses
Real-time analyzer (OLAP) on line lacks timeliness to the problems such as solving storage, cooperation, demand.
4th, existing Sales Channel cannot grasp the accurate individual needs of consumer since distance is remote, the time is long, it is difficult to
It realizes and effective consultation information is pushed to target student group.
Solve the meaning of above-mentioned technical problem:
Firstly, meeting, the required commodity of university student's purchase are convenient, and effective stimulus consumption promotes customer consumption experience and satisfaction
Degree；Secondly, the consumption data of each bedroom retail terminal of real-time collecting, carries out precisely matching goods in time, grasps customer consumption preference
And information requirement, realize precision marketing；Finally, the big data information analysis platform of college student's consumption group is established, for following quotient
Industry model innovation carries out data and research prepares.
Summary of the invention
In view of the problems of the existing technology, the present invention provides a kind of bedroom retail terminal number based on technology of Internet of things
According to acquisition system and method.
The invention is realized in this way a kind of bedroom retail terminal data acquisition information management system based on technology of Internet of things
System is by: RFID sensor subsystem, system control subsystem, data process subsystem, wireless transmission subsystem, executing agency's
System and system monitoring center composition.
RFID sensor subsystem, connect with system control subsystem, reads label information by RFID read-write device, knows
Whether other object is removed.
System control subsystem: for the merchandise news for posting RFID electronic label to be read out, transmits and handled, make
ERP system must be sold and realize that remote wireless network reads commodity and its multidate information；When consumer takes commodity, commodity counter
Interior RFID read-write device can read label information, recognize the object and be removed, to ERP system transmitting commodity by access evidence, with
The electronic business transaction vehicle of unpacking people is recorded, after chamber door is closed, generates order and is settled accounts；After if consumer takes out commodity,
Regret being bought, then put back to the part commodity after can unlocking, system reads the RFID identity coding for identifying the part commodity
After, then the commodity are deleted from order；
Data process subsystem: for collecting the sales data from retail terminal case, it is sent to control mould as needed
Block is controlled, and the electronic tag record of consumer lines is deleted, and typing is put into the label of commodity in cabinet, realizes RFID label tag
It updates；In combination with retail terminal case ERP system goods entry, stock and sales data, with Python design Data Analysis Software, utilize pass
The tools such as connection rule, classification analysis, proposed algorithm excavate it, analyse in depth Consumer Preferences, are system monitoring center
Subsystem and ERP Cargo Delivery System provide data and support；
It is wirelessly transferred subsystem: for generating consumer identification information, merchandise news, supply and marketing data, data processing
Control information is sent to system monitoring center subsystem to move the transmission mode of 4G and is stored, managed and executed；
Executing agency's subsystem: for being removed or placed into commodity from retail terminal case, the personnel of supplying or user is needed to sweep
Code opens chamber door, is put into or takes out the commodity with electronic tag, and merchandise news is passed to system control subsystem, completes
With goods picking；
System monitoring center subsystem: it is the core cell for completing system administration, realizes the switch control to retail terminal case
System and Data Analysis Services, and be managed in retail terminal case with commodity in conjunction with ERP management system.
Further, the bedroom retail terminal based on technology of Internet of things applies electric control lock, and bluetooth is embedded in electric control lock
Communication and NB-IOT protenchyma connected network communication module.
Further, the electric control lock of NB-IOT technology is embedded in by identity information input unit, single-chip microcontroller, NB-IOT chip, two
Tie up code scanner, seven motor driver, motor and lock body module compositions.
Identity information input unit: a kind of subscriber identity information (Alipay or wechat binding information) input unit leads to
Two dimensional code is over-scanned, by wechat or Alipay information input, and background data base is automatically sent to and is saved；
Single-chip microcontroller: a kind of IC chip, using very large scale integration technology with data-handling capacity
Central processor CPU, random access memory ram, read only memory ROM, a variety of I/O mouthfuls and interruption system, timer and counter
Etc. functions be integrated into the small and perfect microcomputer system constituted on one piece of silicon wafer；
NB-IOT chip: protenchyma combined network communication special chip is embedded in the control circuit board of electric control lock, by public
Mobile Internet carries out data transmission, and realizes that the information of retail terminal and remote server background management system and database is handed over
Mutually, it is concurrent to can be realized multiple spot, i.e. the multiple terminals of product can connect server background simultaneously；
Dimensional code scanner: the two-dimensional code scanning device being embedded on retail terminal is used for user's wechat or Alipay
The reading of two dimensional code obtains the identity and payment information of user；
Motor driver: motor driver is the executing agency of electric control lock, can driving motor realize positive and negative rotation, for controlling
The opening and closing of retail terminal door processed；
Motor: a kind of calutron of electric energy conversion or transmitting is realized according to the law of electromagnetic induction；
Lock body: singlechip control panel, NB-IOT chip, dimensional code scanner, motor driver are integrated in a shell
It is interior, realize that the data of retail terminal are acquired, transmit, processed and executed.
Further, on-line data handling system (OLAP) is built upon the big data analysis system in Ali's cloud platform, structure
Retail terminal unified data modeling and storage system are built, depth machine learning and data mining are carried out.
Further, it is embedded in Bluetooth communication and NB-IOT protenchyma connected network communication module in electric control lock, is used for user data
Acquisition and the transmission of background database manager data among systems, user bound wechat or payment when scanning input two dimensional code is unlocked
Precious identity information and purchase order data.
Further, RFID read-write device is installed in the bedroom, all commodity for being put into cabinet case all paste in retail terminal counter
Upper RFID electronic label, each RFID electronic label are encoded with globally unique EPC, are provided with 48 numbers of users in the chip
According to area, 48 user data areas then are written into merchandise news.When consumer takes out commodity from counter, RFID is read in counter
Write device can read label information, recognize the object and be removed, and commodity are the electronic business transaction vehicle for entering consumer, and chamber door closes
After closing, generates order and settled accounts.It, then will after can unlocking again if regretting being bought after consumer takes out commodity
The part commodity are put back to, and after system reads the EPC identity coding for identifying the part commodity, then the commodity are deleted from order.Together
When, the sales information of commodity is passed back to background management system, the miniature ERP management system of bedroom retail terminal by RFID electronic label
It settled accounts, replenished according to its information provided.
Another object of the present invention is to provide a kind of bedroom retail terminal data acquisition information based on technology of Internet of things
Management method includes:
RFID Commercial goods labels identity is embedded in the lift-on-lift-off RFID reader of retail terminal and obtains, the handset identities of user
Information, which passes through, to be scanned the two-dimensional code or matches incoming data process subsystem with the bluetooth module in retail terminal.
Then background data base and information management are passed the data to by the narrowband NB-IOT Internet of Things or 4G mobile network
System.
Another object of the present invention is to provide a kind of computer readable storage mediums, including instruction, that is, are stored in commodity
The subscriber identity information of EPC commodity code and consumer's mobile phone end in RFID label tag, when run on a computer,
So that computer executes the collecting method of the bedroom retail terminal based on technology of Internet of things.
In conclusion advantages of the present invention and good effect are as follows:
The purpose of the present invention is designing the bedroom retail terminal based on technology of Internet of things, one miniature zero is provided for consumer
Supermarket is sold, numerous campus activities, part-work and part-study and part-time training are propagated while providing snacks, daily necessity and daily chemical product for it
The information such as instruction, meet the consumption and information requirement of university student.Meanwhile by technology of Internet of things to user information and lift-on-lift-off quotient
Product are tracked and manage, and merchandise news is uploaded to backstage ERP system in time, solve the efficiency supply, sell, depositing and effect is asked
Topic.
(1) be embedded in Bluetooth communication and NB-IOT protenchyma connected network communication module in electric control lock, realize data backstage and
User mobile phone is communicated, can when scanning input two dimensional code is unlocked user bound wechat or Alipay, realize accurate identity
Identification.The narrowband NB-IOT Internet of Things has the characteristics that covering is wide, connection is more, rate is high, at low cost, low in energy consumption, using in the bedroom
In retail terminal system, facilitates multiple users of same time while consumption and backstage are managed concentratedly.
(2) RFID read-write device is installed in the bedroom, all commodity for being put into good fortune bag cabinet case all paste in retail terminal counter
Upper RFID electronic label, each RFID electronic label are encoded with globally unique EPC, are provided with 48 numbers of users in the chip
According to area, 48 user data areas then are written into merchandise news.When consumer takes out commodity from terminal counter, in counter
RFID read-write device can read label information, recognize the object and be removed, and commodity are the electronic business transaction vehicle for entering consumer,
After chamber door is closed, generates order and settled accounts.If regretting being bought, then can open again after consumer takes out commodity
The part commodity are put back to after lock, after system reads the RFID identity coding for identifying the part commodity, then the commodity from order
It deletes.Then, the sales information of commodity is passed back to back-stage management by NB-IOT and mobile internet by data collection system
System, miniature ERP management system are settled accounts according to its information provided, are replenished.Therefore, retail terminal counter will be newly sold
Unmanned supermarket's micromation, and supermarket has been moved to consumer at one's side, potential demand is excavated, impulsion is caught to consume, is realized more
Commercial value.
(3) big data analysis system is had developed based on Ali's cloud platform, unified data back system, building enterprise is unified
Data modeling is carried out, is laid the foundation for the value presentation of university student bedroom retail data.Pass through the big number being deployed on Ali's cloud
According to platform, powerful data-handling capacity is provided, realizes more business model innovations.
Since the present invention is while the consumption and information requirement for meeting student, using mobile 4G and NB-IOT protenchyma
Networking technology, the retail terminal counter that will be distributed over the university student bedroom of different places connect, and utilize RFID less radio-frequency
Technology realizes the Identity Management to commodity, deep to the consumer behaviour data being collected into online data analysis system (OLAP)
Enter analysis, disclose consumer behaviour preference, implements precisely to push with goods and accurate marketing, create more long market value.
The present invention solves university student's needs of problems.Meet the needs of student is in terms of dormitory is to study, life, is separate
The student of the university city in city provides the channel linked up with school's outside world.
Solves the problems, such as merchandise control in retail terminal counter.It, can be accurate by RFID tag data in acquisition counter
Each lift-on-lift-off commodity amount, food preserving date etc. are known, to realize effective management to commodity.
Solves the problems, such as lasting business model innovation.In order to realize precisely sale and precisely with goods, university student bedroom is established
Retail terminal big data analysis system, analyzes the data such as ERP goods entry, stock and sales, network comment, is excavated, the connection money of advertisement outside school
Precision marketing is implemented in source, creates more innovative business modes.
Detailed description of the invention
Fig. 1 is the bedroom retail terminal data acquisition information management system provided in an embodiment of the present invention based on technology of Internet of things
System organization chart.
Fig. 2 is retail terminal data analysis system flow chart in bedroom provided in an embodiment of the present invention.
Fig. 3 is the electric control lock module map of insertion NB-IOT technology provided in an embodiment of the present invention.
Fig. 4 is login principle flow chart provided in an embodiment of the present invention.
Fig. 5 is things-internet gateway architecture diagram provided in an embodiment of the present invention.
Fig. 6 is radio frequency identification working principle diagram provided in an embodiment of the present invention.
Fig. 7 is data synchronization process figure provided in an embodiment of the present invention.
Fig. 8 is system network architecture figure provided in an embodiment of the present invention.
Fig. 9 is retail terminal overall system architecture figure in bedroom provided in an embodiment of the present invention.
Figure 10 is bedroom retail terminal data analysis flow graph provided in an embodiment of the present invention.
Figure 11 is the bedroom retail terminal counter sample drawing of the embodiment of the present invention.
In figure: 101, identity information input unit；102, single-chip microcontroller；103, dimensional code scanner；104, motor driver；
105, motor；106, lock body.
Specific embodiment
In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to embodiments, to the present invention
It is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not used to
Limit the present invention.
Traditional shop can only stock up according to public hobby, and type is more, and quantity is more, if the quotient needed without consumer
Product, consumer will transfer to select other shops, and loyalty is lower, and businessman can only substantially judge consumer according to the sales volume of commodity
Preference, can not accomplish precisely to sell, precisely with goods.
In view of the problems of the existing technology, the present invention provides a kind of bedroom retail terminal number based on technology of Internet of things
According to acquisition system and method, the present invention is explained in detail with reference to the accompanying drawing.
As shown in Figure 1 to Figure 2, the bedroom retail terminal data acquisition provided in an embodiment of the present invention based on technology of Internet of things
Information management system by: RFID sensor subsystem, system control subsystem, data process subsystem, wireless transmission subsystem,
Executing agency's subsystem and system monitoring center composition.
System control subsystem: for the merchandise news for posting RFID electronic label to be read out, transmits and handled, make
ERP system must be sold and realize that remote wireless network reads commodity and its multidate information；When consumer takes commodity, commodity counter
Interior RFID read-write device can read label information, recognize the object and be removed, to ERP system transmitting commodity by access evidence, with
The electronic business transaction vehicle of unpacking people is recorded, after chamber door is closed, generates order and is settled accounts；After if consumer takes out commodity,
Regret being bought, then put back to the part commodity after can unlocking, system reads the RFID identity coding for identifying the part commodity
After, then the commodity are deleted from order.
Data process subsystem: for collecting the sales data from retail terminal case, it is sent to control mould as needed
Block is controlled, and the electronic tag record of consumer lines is deleted, and typing is put into the label of commodity in cabinet, realizes RFID label tag
It updates；In combination with retail terminal case ERP system goods entry, stock and sales data, with Python design Data Analysis Software, utilize pass
The tools such as connection rule, classification analysis, proposed algorithm excavate it, analyse in depth Consumer Preferences, are system monitoring center
Subsystem and ERP Cargo Delivery System provide data and support.
It is wirelessly transferred subsystem: for generating consumer identification information, merchandise news, supply and marketing data, data processing
Control information is sent to system monitoring center subsystem to move the transmission mode of 4G and is stored, managed and executed.
Executing agency's subsystem: for being removed or placed into commodity from retail terminal case, the personnel of supplying or user is needed to sweep
Code opens chamber door, is put into or takes out the commodity with electronic tag, and merchandise news is passed to system control module, complete to match
Goods picking.
System monitoring center subsystem: it is the core cell for completing system administration, realizes the switch control to retail terminal case
System and Data Analysis Services, and be managed in retail terminal case with commodity in conjunction with ERP management system.
In embodiments of the present invention, the bedroom retail terminal based on technology of Internet of things applies electric control lock, in electric control lock
It is embedded in Bluetooth communication and NB-IOT protenchyma connected network communication module.
As shown in figure 3, the electric control lock of insertion NB-IOT technology provided in an embodiment of the present invention is by identity information input unit
101, single-chip microcontroller 102, dimensional code scanner 103, motor driver 104, motor 105 and lock body 106, NB-IOT chip module
107 7 module compositions.
Identity information input unit 101: a kind of subscriber identity information (Alipay or wechat binding information) input unit,
By scanning the two-dimensional code, by wechat or Alipay information input, and it is automatically sent to background data base and is saved.
Single-chip microcontroller 102: a kind of IC chip, using very large scale integration technology with data-handling capacity
Central processor CPU, random access memory ram, read only memory ROM, a variety of I/O mouthfuls and interrupt system, timer and counting
The functions such as device are integrated into the small and perfect microcomputer system constituted on one piece of silicon wafer.
NB-IOT chip module 107: protenchyma combined network communication special chip is embedded in the control circuit board of electric control lock,
Carry out data transmission by common moving internet, realizes retail terminal and remote server background management system and database
Information exchange, can be realized that multiple spot is concurrent, i.e. the multiple terminals of product can connect server background simultaneously.
Dimensional code scanner 103: the two-dimensional code scanning device being embedded on retail terminal is used for user's wechat or Alipay
The reading of upper two dimensional code obtains the identity and payment information of user；
Motor driver 104: motor driver is the executing agency of electric control lock, can driving motor realize positive and negative rotation, use
To control the opening and closing of retail terminal door.
Motor 105: a kind of calutron of electric energy conversion or transmitting is realized according to the law of electromagnetic induction.
Lock body 106: singlechip control panel, NB-IOT chip, dimensional code scanner, motor driver are integrated in a shell
In vivo, realize that the data of retail terminal are acquired, transmit, processed and executed.
In embodiments of the present invention, data collection system is built upon the processing of the online big data analysis in Ali's cloud platform
System (OLAP), building retail terminal unified data modeling and storage system carry out real-time analysis processing to retail data.
In embodiments of the present invention, it is embedded in Bluetooth communication and NB-IOT protenchyma connected network communication module in electric control lock, uses
It is communicated in data backstage and user mobile phone, user bound wechat or Alipay when scanning input two dimensional code is unlocked.
In embodiments of the present invention, RFID read-write device is installed in retail terminal counter, it is all to be put into good fortune bag cabinet case
Commodity, all stick RFID electronic label, each RFID electronic label is encoded with globally unique EPC, is arranged in the chip
There are 48 user data areas, 48 user data areas then are written into merchandise news.When consumer takes from retail terminal counter
Out when commodity, RFID read-write device can read label information in counter, recognize the object and be removed, and commodity enter consumption
The electronic business transaction vehicle of person after chamber door is closed, generates order and is settled accounts.If regretting being purchased after consumer takes out commodity
Buy, then put back to the part commodity after can unlocking again, system read identify the part commodity RFID identity coding after, then
The commodity are deleted from order.Meanwhile the sales information of commodity is passed back to background management system by RFID electronic label, retail is eventually
The end miniature ERP management system of counter is settled accounts according to its information provided, is replenished.
The present invention passes through bluetooth and narrowband Internet of Things when user is scanned the two dimensional code on counter by mobile device
Cabinet door is opened in the transmission of net, while backstage can obtain the identity information of user, and user information and goods purchase information are bound, and is led to
It crosses NB-IOT and mobile Internet is transmitted to the retail terminal ERP information management system being deployed on Ali's cloud and analyzes and locate
Reason.
System monitoring center subsystem monitors merchandise news and sales data at any time, and transfers data to data processing
The goods entry, stock and sales data of system, data process subsystem and retail terminal ERP system, with Python design web crawlers crawl
User comment data excavate it using tools such as correlation rule, classification analysis, proposed algorithms, and analysis result is used for
Managing container commodity and user behavior provide supply of material data for ERP system and support.
The invention will be further described combined with specific embodiments below.
Embodiment
Bedroom retail terminal provided in this embodiment based on technology of Internet of things is related to that it is logical to be embedded in bluetooth using electric control lock
Letter and NB-IOT protenchyma connected network communication module mainly include identity information input unit, single-chip microcontroller, NB-IOT chip, two dimension
Code scanner, seven motor driver, motor and lock body module compositions, specific connection are as shown in Figure 3.
Identity information input unit: a kind of subscriber identity information (Alipay or wechat binding information) input unit leads to
Two dimensional code is over-scanned, by wechat or Alipay information input, binds consumer's purchase data, and be automatically sent to back-end data
Library is saved.
Single-chip microcontroller: a kind of IC chip, using very large scale integration technology with data-handling capacity
Central processor CPU, random access memory ram, read only memory ROM, a variety of I/O mouthfuls and interruption system, timer and counter
Etc. functions be integrated into the small and perfect microcomputer system constituted on one piece of silicon wafer, the small in size of it, light weight, valence
Lattice are cheap, provide convenience condition for study, application and exploitation, are widely applied in industrial control field.
NB-IOT chip: being embedded in NB-IOT chip in the module, when electric control lock in the energized state, it is mobile logical by 4G
Letter is able to satisfy data transportation requirements, if but electric control lock is at a time in off-position, at this time NB-IOT technology
The characteristics of advantage just shows, it possesses low-power consumption, two section AA batteries are used only can be standby ten years, can greatly reduce the later period
Maintenance cost, and signal with super strength covers, and guarantees the stability of signal, the connection for the magnanimity that it also possesses, Ke Yiman
The sufficient multiple terminals of product are online simultaneously.
Dimensional code scanner: the reading for two dimensional code.It being capable of the superpower various two dimensional code/bar codes of recognition；It provides more
Kind interface mode；It is a kind of high sense optical equipment, guarantees the bar code reading under different light conditions；It can knowledge in all directions
Read bar code and image；It can intelligent locking target；Convenient and fast software upgrading mode；With friendly design style.
Motor driver: because the very high general switch of the very big perhaps voltage of motor drive current or electronic component are not
It can start motor as the switch of control motor with motor driver, can also be used to adjust the speed, control motor positive and inverse.
Motor: a kind of calutron of electric energy conversion or transmitting is realized according to the law of electromagnetic induction.
Lock body: singlechip control panel, NB-IOT chip, dimensional code scanner, motor driver are integrated in a shell
It is interior, realize that the data of retail terminal are acquired, transmit, processed and executed.
Data collection system of the present invention is built upon real-time online big data analysis system (OLAP), structure in Ali's cloud platform
The unified business model of retail terminal and data analysis system are built, powerful data-handling capacity is provided；Pass through unified retail
Terminal data management and monitoring system, the stable operation of safeguards system.As shown in Figure 1, the system specifically includes that RFID sensor
In system, system control subsystem, data process subsystem, wireless transmission subsystem, executing agency's subsystem and system monitoring
Heart composition.
RFID sensor subsystem, connect with system control subsystem, reads label information by RFID read-write device, knows
Whether other object is removed.
System control subsystem: for the merchandise news for posting RFID electronic label to be read out, transmits and handled, make
ERP system must be sold and realize that remote wireless network reads commodity and its multidate information；When consumer takes commodity, commodity counter
Interior RFID read-write device can read label information, recognize the object and be removed, to ERP system transmitting commodity by access evidence, with
The electronic business transaction vehicle of unpacking people is recorded, after chamber door is closed, generates order and is settled accounts；After if consumer takes out commodity,
Regret being bought, then put back to the part commodity after can unlocking, system reads the RFID identity coding for identifying the part commodity
After, then the commodity are deleted from order；
Data process subsystem: for collecting the sales data from retail terminal case, it is sent to control mould as needed
Block is controlled, and the electronic tag record of consumer lines is deleted, and typing is put into the label of commodity in cabinet, realizes RFID label tag
It updates；In combination with retail terminal case ERP system goods entry, stock and sales data, with Python design Data Analysis Software, utilize pass
The tools such as connection rule, classification analysis, proposed algorithm excavate it, analyse in depth Consumer Preferences, are system monitoring center
Subsystem and ERP Cargo Delivery System provide data and support；
It is wirelessly transferred subsystem: for generating consumer identification information, merchandise news, supply and marketing data, data processing
Control information is sent to system monitoring center subsystem to move the transmission mode of 4G and is stored, managed and executed；
Executing agency's subsystem: for being removed or placed into commodity from retail terminal case, the personnel of supplying or user is needed to sweep
Code opens chamber door, is put into or takes out the commodity with electronic tag, and merchandise news is passed to system control module, complete to match
Goods picking；
System monitoring center subsystem: it is the core cell for completing system administration, realizes the switch control to retail terminal case
System and Data Analysis Services, and be managed in retail terminal case with commodity in conjunction with ERP management system.
Below with reference to concrete application, the invention will be further described.
1. scanning input two dimensional code, as shown in Figure 4.Client is in the case where logging in the effective situation of state, with the Token of page end
Server-side is requested, server-side remembers Token, and thinks to have logged in.When WEB terminal polling request interface again, return real
Log in state Token.
2. internet of things equipment is linked into network, as shown in Figure 5.Equipment access is directly accessed and accesses two kinds indirectly, directly
Access is to add NB-IOT communications module in internet-of-things terminal equipment itself it is made to have networked capabilities to be directly accessed network；Separately
One is terminal device itself and not having networking ability, needs through LORA wireless networking, this mode is suitable for short distance,
In this device, it is complemented each other using two kinds of technologies, realizes that internet of things equipment is linked into network.
The commodity 3. consumer takes, commodity post RFID electronic label, and read-write equipment reads label information in cabinet, recognize
Commodity are removed, and close retail terminal counter, carry out order clearing.
Fig. 6 is the basic functional principle figure of radio frequency identification, encoded radiofrequency signal is received, to the certification identification information of label
It is decoded, other relevant informations on the related label of identification information will be authenticated and be transferred to host progress data processing.
Fig. 7 is the data synchronization process for reading RFID label tag, and terminal can be serviced to server-side database synchrodata
Device end can also be able to maintain the consistency of server and terminal data with synchrodata to terminal.
4. similarly, as user because the RFID of commodity is read, thus order when a variety of causes needs put back to commodity
It is deleted from clearing list, database information synchronizes.
Fig. 8 is a completely network structure for the bedroom retail terminal based on technology of Internet of things and data collection system
Figure, RFID are a kind of non-contacting automatic identification technologies, and principle is to utilize radiofrequency signal and Space Coupling contactless transmission
Characteristic realizes the automatic identification to identified object and exchanges data.
The present invention mainly uses two technology of Internet of things, first is that RFID Radio Frequency Identification Technology, it is that information data is known automatically
Read, the important method and means of automatic collection to computer, have recognition speed is fast, data capacity greatly, long service life, label
The features such as data dynamically can be changed and be had a safety feature, can be embedded in or be attached on the product of different shape, type.Due to
It identifies specific objective by radio signals and reads and writes related data, without considering the severe of environment, and each RFID label tag
Costco Wholesale it is also relatively low so that RFID label tag is used not only in logistics field, be also widely used in commerce and trade, automobile, building materials, agriculture
The fields such as industry, finance, tax revenue.Second is that the narrowband NB-IOT internet of things data mechanics of communication and LORA internet of things networking technology, it can be straight
Socket part is deployed on GSM network or LTE network, to reduce lower deployment cost, realizes smooth upgrade.Since its device battery service life is up to 10
Year, stand-by time length, the efficient connection to network connectivity requirements higher device are supported, so being widely used in smart meter reading, road
The fields such as lamp, well lid, household, traffic.
Retail terminal counter is the miniature product of selling goods of a seriation, compared with shopping supermarket original in campus, good fortune bag
It is that not will receive school bedroom building gate inhibition and the influence of supermarket's business hours in the school in flexible placement in the bedroom, realize pendulum
Take off spatio-temporal shopping constraint, at any time purchase consumption.Compared with the vending machine being placed in the building of part bedroom, bedroom zero
Sales counter targetedly can be replenished in time and exchange commodity amount and type according to the temperature of choosing of commodity, meet customer
To the individual demand of each good fortune bag.Compared with online shopping platform, " need to use " and " express delivery generation is may be implemented in bedroom retail counter
Take " perfect combination, free student enrollment from the predicament for take express delivery that stands in a long queue, save its convenience goods choose with
And the plenty of time of picking.
Bedroom retail counter is a collection embedded software application, Internet of Things and mobile communication technology, big data information point
The product of analysis system, the product software and combination of hardware, analytical framework are as shown in Figure 9, Figure 10.
University student bedroom retail counter is installed and used in 4500 bedrooms of Guizhou Province university city, and product shape is as schemed
Shown in 11.
Below with reference to concrete application, the invention will be further described.
Bedroom retail counter have one it is vivid be named as " good fortune bag ", once participate in the 8th national college students' e-commerce
" three wounds " match obtains the national first prize, participates in the 4th whole nation " internet+" university students' innovative undertaking contest and obtains certain province's gold medal.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all in essence of the invention
Made any modifications, equivalent replacements, and improvements etc., should all be included in the protection scope of the present invention within mind and principle.
Claims (10)
1. a kind of bedroom retail terminal data acquisition information management system based on technology of Internet of things, which is characterized in that the base
Include: in the data acquisition information management system of the bedroom retail terminal of technology of Internet of things
System control subsystem: for the merchandise news for posting RFID electronic label to be read out, transmits and handled, make to be sold
ERP system realizes that remote wireless network reads commodity and multidate information；
Data process subsystem: for collecting the sales data from retail terminal case, be sent to as needed control module into
Row control, deletes the electronic tag record of consumer lines, and typing is put into the label of commodity in cabinet, realizes RFID label tag more
Newly；In combination with the goods entry, stock and sales data of retail terminal case ERP system, dug using correlation rule, classification analysis, proposed algorithm
Consumer Preferences is analyzed in pick, is provided data for system monitoring center subsystem and ERP Cargo Delivery System and is supported；
It is wirelessly transferred subsystem: the control for generating consumer identification information, merchandise news, supply and marketing data, data processing
Information is sent to system monitoring center subsystem to move the transmission mode of 4G and is stored, managed and executed；
Executing agency's subsystem: system control is passed to for being removed or placed into commodity from retail terminal case, and by merchandise news
Subsystem is completed to match goods picking；
System monitoring center subsystem: the switch control and Data Analysis Services to retail terminal case are realized, and ERP is combined to manage
System is managed in retail terminal case with commodity.
2. the bedroom retail terminal data acquisition information management system based on technology of Internet of things as described in claim 1, feature
It is, the data acquisition information management system of the bedroom retail terminal based on technology of Internet of things further comprises:
RFID sensor subsystem: connecting with system control subsystem, reads label information by RFID read-write device, identifies object
Whether body is removed.
3. the bedroom retail terminal data acquisition information management system based on technology of Internet of things as described in claim 1, feature
It is, system control subsystem is also used to when consumer takes commodity, and RFID read-write device can read mark in commodity counter
Information is signed, the object is recognized and is removed, to ERP system transmitting commodity by access evidence, the electronic business transaction of unpacking people is recorded immediately
Vehicle after chamber door is closed, generates order and is settled accounts；After consumer takes out commodity, regret being bought, then by part quotient after unlocking
Product are put back to, and after system reads the RFID identity coding for identifying the part commodity, which is deleted from order.
4. the bedroom retail terminal data acquisition information management system based on technology of Internet of things as described in claim 1, feature
It is, Bluetooth communication and NB-IOT protenchyma connected network communication module is embedded in the electric control lock of retail terminal；
Electric control lock includes identity information input unit, single-chip microcontroller, NB-IOT chip, dimensional code scanner, motor driver, motor
And lock body；
Identity information input unit: by scanning the two-dimensional code, by wechat or Alipay information input, and it is automatically sent to backstage
Database is saved；
Single-chip microcontroller: using very large scale integration technology the central processor CPU with data-handling capacity, random storage
Device RAM, read only memory ROM, a variety of I/O mouthfuls and interruption system, timer and counter function are integrated into structure on one piece of silicon wafer
At a small and perfect microcomputer system；
NB-IOT chip: protenchyma combined network communication special chip is embedded in the control circuit board of electric control lock, by common moving
Internet carries out data transmission, and realizes the information exchange of retail terminal and remote server background management system and database, real
Existing multiple spot is concurrent, while connecting server background；
Dimensional code scanner: the two-dimensional code scanning device being embedded on retail terminal, the two dimension in user's wechat or Alipay
The reading of code, obtains the identity and payment information of user；
Motor driver: motor driver is the executing agency of electric control lock, can driving motor realize positive and negative rotation, for controlling zero
Sell the opening and closing of end-gate；
Motor: a kind of calutron of electric energy conversion or transmitting is realized according to the law of electromagnetic induction；
Lock body: singlechip control panel, NB-IOT chip, dimensional code scanner, motor driver are integrated in a shell, real
The data of existing retail terminal are acquired, transmit, are processed and executed.
5. the bedroom retail terminal data acquisition information management system based on technology of Internet of things as claimed in claim 4, special
Sign is that retail terminal carries out decentralized data storage by big data platform of the building on Ali's cloud, and carries out data point
Analysis is realized and is excavated to the consumption preferences of each retail terminal service group, realizes that intelligent goods dispatch replenishes.
6. the bedroom retail terminal data acquisition information management system based on technology of Internet of things as claimed in claim 4, feature
It is, Bluetooth communication and NB-IOT protenchyma connected network communication module is embedded in electric control lock, for data backstage and user mobile phone
It is communicated, user bound wechat or Alipay when scanning input two dimensional code is unlocked.
7. the bedroom retail terminal data acquisition information management system based on technology of Internet of things as claimed in claim 4, feature
It is, RFID read-write device is installed in retail terminal counter, is put into the RFID electronics mark of the commodity patch of retail terminal cabinet case
Label have globally unique EPC coding, 48 user data areas are provided in the chip of RFID read-write device, then by commodity
48 user data areas are written in information；When consumer takes out commodity from retail terminal cabinet case, RFID read-write is filled in counter
Reading label information is set, the object is recognized and is removed, commodity enter the electronic business transaction vehicle of unpacking people, after chamber door is closed, generate
Order is settled accounts；If after consumer takes out commodity, abandoning purchase and placing back in, system reads the RFID for identifying the part commodity
After identity coding, then commodity are deleted from order；Meanwhile the sales information of commodity is passed back to backstage by RFID electronic label
Management system, then miniature ERP management system is settled accounts according to its information provided, is replenished.
8. a kind of base of the bedroom retail terminal data acquisition information management system based on technology of Internet of things as described in claim 1
In the bedroom retail terminal data acquisition information management method of technology of Internet of things, which is characterized in that described to be based on technology of Internet of things
Bedroom retail terminal data acquisition information management method include:
RFID Commercial goods labels identity is embedded in the lift-on-lift-off RFID reader of retail terminal and obtains, the handset identities information of user
By scanning the two-dimensional code or matching incoming data process subsystem with the bluetooth module in retail terminal；
Then background data base and information management system are passed the data to by the narrowband NB-IOT Internet of Things or 4G mobile network.
9. a kind of bedroom retail terminal data acquisition information management method realized described in claim 8 based on technology of Internet of things
Information data processing terminal.
10. a kind of computer readable storage medium, including instruction, when run on a computer, so that computer executes such as
Bedroom retail terminal data acquisition information management method according to any one of claims 8 based on technology of Internet of things.
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