CN110009282A - A kind of real-time Prediction System of logistics arrival duration based on big data - Google Patents
A kind of real-time Prediction System of logistics arrival duration based on big data Download PDFInfo
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- CN110009282A CN110009282A CN201910263180.5A CN201910263180A CN110009282A CN 110009282 A CN110009282 A CN 110009282A CN 201910263180 A CN201910263180 A CN 201910263180A CN 110009282 A CN110009282 A CN 110009282A
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- G—PHYSICS
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- 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
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
- G06Q10/0833—Tracking
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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
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
- G06Q10/0835—Relationships between shipper or supplier and carriers
- G06Q10/08355—Routing methods
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Abstract
The present invention relates to logistics transportation fields, more particularly to a kind of real-time Prediction System of logistics arrival duration based on big data, including controller, what is be connected with controller is used for and first information transmission module, second information transmission modular, mobile terminal establishes the wireless communication module of wireless communication, what is be connected with first information transmission module is used to carry out logistics vehicles the vehicle location administrative unit of orientation management, the cargo bar code scanning module for the in-position of cargo for identification being connected with first information transmission module, what is be connected with the second information transmission modular is used to carry out courier position the personnel positioning module of orientation management；Technical side provided by the invention, which can effectively overcome, positions defect that is not accurate enough, can not estimating arrival duration to cargo present in the prior art.
Description
Technical field
The present invention relates to logistics transportation fields, and in particular to a kind of logistics arrival duration based on big data is estimated in real time is
System.
Background technique
Current domestic logistics industry is in the period of a high speed development, and loglstics enterprise is vied each other more and more fierce.
Only meet client to all demands of logistics service, reduce logistics transportation cost to the maximum extent, more letters could be obtained
Appoint and profit.Loglstics enterprise is as can the real-time status for grasping cargo helps to estimate arrival to client's offer logistic track information
Duration is improved service quality.
Summary of the invention
(1) the technical issues of solving
For disadvantages mentioned above present in the prior art, the logistics arrival duration based on big data that the present invention provides a kind of
Real-time Prediction System, can effectively overcome present in the prior art to cargo position it is not accurate enough, arrival duration can not be estimated
Defect.
(2) technical solution
In order to achieve the above object, the present invention is achieved by the following technical programs:
A kind of real-time Prediction System of logistics arrival duration based on big data, including controller, are connected with the controller
For with first information transmission module, the second information transmission modular, mobile terminal establish wireless communication wireless communication module,
What is be connected with the first information transmission module is used to carry out logistics vehicles the vehicle location administrative unit of orientation management, with institute
The cargo bar code scanning module for stating the connected in-position of cargo for identification of first information transmission module, with second information
What transmission module was connected is used to carry out courier position the personnel positioning module of orientation management；
The controller is connected with the data memory module for receiving data for storing wireless communication module, the controller
It is connected with the circuit analysis module for being analyzed according to the information on Cloud Server stream line, the controller and use
It is connected in the line optimization module optimized according to circuit analysis module analysis result to stream line, the controller and use
It is connected in the data analysis module estimated according to line optimization module optimum results to arrival duration.
Preferably, the vehicle location administrative unit includes the login authentication mould for being verified to login personnel identity
Block, the vehicle localization module for being positioned to logistics vehicles, the information of vehicles for storing logistics vehicles essential information are deposited
Store up module, and the user authority management module for managing user right.
Preferably, the login authentication module carries out authentication to login personnel by the way of username and password.
Preferably, the user authority management inside modules are provided with black and white management list, when login authentication module determines
When login personnel continuously inputs user name, password mistake three times, the user authority management module locks the user identity and right
Vehicle location administrative unit is locked.
Preferably, the vehicle localization module includes the satellite-signal detection module for detecting satellite signal strength, with
And the trigger for switching GPS positioning module, the work of LBS locating module according to satellite signal strength.
Preferably, when the satellite-signal detection module detects that satellite-signal is weaker, the trigger switching LBS positioning
Module work, LBS locating module and neighbor base station, which are established, communicates and obtains base station IDs, is sent out by base station to location based service provider
Location service request is sent, location based service provider receives location service request, determines LBS locating module latitude and longitude information, and lead to
Base station feedback information is crossed to LBS locating module.
Preferably, the location based service provider passes through in CELL-ID positioning mode, AFLT positioning mode, AGPS positioning mode
One or more localization methods determine the latitude and longitude information of LBS locating module.
Preferably, dispatching indicator light is installed in the cargo bar code scanning module, when the cargo bar code scanning module
When the destination information scanned the two-dimensional code is with actual purpose consistent, dispatching indicator light lights green light, otherwise dispenses indicator light
It flashes the redlight.
Preferably, Weather information and road traffic flow information are stored on the Cloud Server.
Preferably, the data analysis module is referred to send the arrival duration of route to estimate this group along history homologue school
It is sent to goods duration.
(3) beneficial effect
Compared with prior art, a kind of real-time Prediction System of logistics arrival duration based on big data provided by the present invention
It has the advantages that
(1) vehicle location administrative unit carries out orientation management to logistics vehicles, and cargo bar code scanning module identification cargo arrives
Up to position, personnel positioning module carries out orientation management to courier position, so as to realize the full process positioning to cargo transport；
(2) circuit analysis module storage wireless communication module receives data, and circuit analysis module is according on Cloud Server
Information analyzes stream line, and line optimization module carries out stream line according to circuit analysis module analysis result excellent
Change, data analysis module is estimated arrival duration according to line optimization module optimum results, can not only be selected optimal
It sends route with charge free, while can also be estimated to along the optimal goods duration for sending route with charge free, and module is moved to client by wireless communication
Dynamic terminal sends message, enables the customer to know arrival duration, convenient for arranging goods receiving time.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described.It should be evident that the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
It obtains other drawings based on these drawings.
Fig. 1 is present system structural schematic diagram；
Fig. 2 is vehicle location administrative unit structural schematic diagram in Fig. 1 of the present invention；
Fig. 3 is vehicle localization module structural schematic diagram in Fig. 2 of the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described.Obviously, described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without creative efforts, shall fall within the protection scope of the present invention.
A kind of real-time Prediction System of logistics arrival duration based on big data, as shown in Figure 1 to Figure 3, including controller, with
The nothing for being wirelessly communicated with first information transmission module, the second information transmission modular, mobile terminal foundation that controller is connected
Line communication module, the vehicle location for logistics vehicles to be carried out with orientation management being connected with first information transmission module manage single
Member, the cargo bar code scanning module for the in-position of cargo for identification being connected with first information transmission module, with the second information
What transmission module was connected is used to carry out courier position the personnel positioning module of orientation management；
Controller is connected with the data memory module for receiving data for storing wireless communication module, controller with for root
The circuit analysis module analyzed according to the information on Cloud Server to stream line is connected, controller with for according to route point
The line optimization module that analysis module analysis result optimizes stream line is connected, controller with for according to line optimization mould
The data analysis module that block optimum results estimate arrival duration is connected.
Vehicle location administrative unit includes the login authentication module for being verified to login personnel identity, for object
The vehicle localization module that is positioned of stream vehicle, for storing the information of vehicles memory module of logistics vehicles essential information, and
For managing the user authority management module of user right.
Login authentication module carries out authentication to login personnel by the way of username and password.
User authority management inside modules are provided with black and white management list, when login authentication module determines that login personnel is continuous
When inputting user name, password mistake three times, user authority management module locks the user identity and to vehicle location administrative unit
It is locked.
Vehicle localization module includes the satellite-signal detection module for detecting satellite signal strength, and is defended for basis
Star signal strength switches the trigger of GPS positioning module, the work of LBS locating module.
When satellite-signal detection module detects that satellite-signal is weaker, trigger switches the work of LBS locating module, and LBS is fixed
Position module and neighbor base station, which are established, communicates and obtains base station IDs, sends location-based service to location based service provider by base station and asks
It asks, location based service provider receives location service request, determines LBS locating module latitude and longitude information, and believe by base station feedback
It ceases to LBS locating module.
Location based service provider passes through one of CELL-ID positioning mode, AFLT positioning mode, AGPS positioning mode or a variety of fixed
Position method determines the latitude and longitude information of LBS locating module.
Dispatching indicator light is installed, when the mesh that cargo bar code scanning module scans the two-dimensional code in cargo bar code scanning module
Ground information and actual purpose it is consistent when, dispatching indicator light light green light, otherwise dispense indicator light flash the redlight.
Weather information and road traffic flow information are stored on Cloud Server.
Data analysis module sends arrival duration with charge free with reference to sending the arrival duration of route to estimate this along history homologue school.
Vehicle location administrative unit carries out orientation management to logistics vehicles, and cargo bar code scanning module identifies that cargo reaches position
It sets, personnel positioning module carries out orientation management to courier position, so as to realize the full process positioning to cargo transport.
Vehicle location administrative unit includes the login authentication module for being verified to login personnel identity, for object
The vehicle localization module that is positioned of stream vehicle, for storing the information of vehicles memory module of logistics vehicles essential information, and
For managing the user authority management module of user right.
Login authentication module carries out authentication to login personnel by the way of username and password.User authority management
Inside modules are provided with black and white management list, when login authentication module determines that login personnel continuously inputs user name, password three times
When mistake, user authority management module locks the user identity and locks to vehicle location administrative unit.
Vehicle localization module includes the satellite-signal detection module for detecting satellite signal strength, and is defended for basis
Star signal strength switches the trigger of GPS positioning module, the work of LBS locating module.
When satellite-signal detection module detects that satellite-signal is weaker, trigger switches the work of LBS locating module, and LBS is fixed
Position module and neighbor base station, which are established, communicates and obtains base station IDs, sends location-based service to location based service provider by base station and asks
It asks, location based service provider receives location service request, determines LBS locating module latitude and longitude information, and believe by base station feedback
It ceases to LBS locating module.
Location based service provider passes through one of CELL-ID positioning mode, AFLT positioning mode, AGPS positioning mode or a variety of fixed
Position method determines the latitude and longitude information of LBS locating module.
Dispatching indicator light is installed, when the mesh that cargo bar code scanning module scans the two-dimensional code in cargo bar code scanning module
Ground information and actual purpose it is consistent when, dispatching indicator light light green light, otherwise dispense indicator light flash the redlight.
Circuit analysis module stores wireless communication module and receives data, and circuit analysis module is according to the information on Cloud Server
Stream line is analyzed, line optimization module optimizes stream line according to circuit analysis module analysis result, number
Arrival duration is estimated according to line optimization module optimum results according to analysis module, can not only select optimal to send road with charge free
Line, while can also be estimated to along the optimal goods duration for sending route with charge free, and by wireless communication module to client mobile terminal
Message is sent, enables the customer to know arrival duration, convenient for arranging goods receiving time.
Weather information and road traffic flow information are stored on Cloud Server.Be stored on Cloud Server Weather information and
Road traffic flow information.
A kind of real-time Prediction System of logistics arrival duration based on big data provided by the present invention has below beneficial to effect
Fruit:
(1) vehicle location administrative unit carries out orientation management to logistics vehicles, and cargo bar code scanning module identification cargo arrives
Up to position, personnel positioning module carries out orientation management to courier position, so as to realize the full process positioning to cargo transport；
(2) circuit analysis module storage wireless communication module receives data, and circuit analysis module is according on Cloud Server
Information analyzes stream line, and line optimization module carries out stream line according to circuit analysis module analysis result excellent
Change, data analysis module is estimated arrival duration according to line optimization module optimum results, can not only be selected optimal
It sends route with charge free, while can also be estimated to along the optimal goods duration for sending route with charge free, and module is moved to client by wireless communication
Dynamic terminal sends message, enables the customer to know arrival duration, convenient for arranging goods receiving time.
The above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although with reference to the foregoing embodiments
Invention is explained in detail, those skilled in the art should understand that: it still can be to aforementioned each implementation
Technical solution documented by example is modified or equivalent replacement of some of the technical features；And these modification or
Replacement, can't be such that the essence of corresponding technical solution departs from the spirit and scope of the technical scheme of various embodiments of the present invention.
Claims (10)
1. a kind of real-time Prediction System of logistics arrival duration based on big data, it is characterised in that: including controller, with the control
Device processed is connected wireless for wirelessly communicating with first information transmission module, the second information transmission modular, mobile terminal foundation
Communication module, what is be connected with the first information transmission module is used to carry out logistics vehicles the vehicle location management of orientation management
Unit, the cargo bar code scanning module for the in-position of cargo for identification being connected with the first information transmission module, with institute
State the personnel positioning module for being used to carry out courier position orientation management that the second information transmission modular is connected；
The controller is connected with the data memory module for receiving data for storing wireless communication module, the controller and use
Be connected in the circuit analysis module analyzed according to the information on Cloud Server to stream line, the controller be used for root
The line optimization module optimized according to circuit analysis module analysis result to stream line is connected, the controller be used for root
It is connected according to the data analysis module that line optimization module optimum results estimate arrival duration.
2. the logistics arrival duration real-time Prediction System according to claim 1 based on big data, it is characterised in that: described
Vehicle location administrative unit includes the login authentication module for being verified to login personnel identity, for logistics vehicles into
The vehicle localization module of row positioning, for storing the information of vehicles memory module of logistics vehicles essential information, and for managing
The user authority management module of user right.
3. the logistics arrival duration real-time Prediction System according to claim 2 based on big data, it is characterised in that: described
Login authentication module carries out authentication to login personnel by the way of username and password.
4. the logistics arrival duration real-time Prediction System according to claim 2 based on big data, it is characterised in that: described
User authority management inside modules are provided with black and white management list, when login authentication module determines that login personnel continuously inputs three times
When user name, password mistake, the user authority management module locks the user identity and carries out to vehicle location administrative unit
Locking.
5. the logistics arrival duration real-time Prediction System according to claim 2 based on big data, it is characterised in that: described
Vehicle localization module includes the satellite-signal detection module for detecting satellite signal strength, and for strong according to satellite-signal
The trigger that degree switching GPS positioning module, LBS locating module work.
6. the logistics arrival duration real-time Prediction System according to claim 5 based on big data, it is characterised in that: described
When satellite-signal detection module detects that satellite-signal is weaker, the trigger switching LBS locating module work, LBS positioning mould
Block and neighbor base station, which are established, communicates and obtains base station IDs, sends location service request, position to location based service provider by base station
It sets service provider and receives location service request, determine LBS locating module latitude and longitude information, and extremely by base station feedback information
LBS locating module.
7. the logistics arrival duration real-time Prediction System according to claim 6 based on big data, it is characterised in that: described
Location based service provider is true by one of CELL-ID positioning mode, AFLT positioning mode, AGPS positioning mode or a variety of localization methods
Determine the latitude and longitude information of LBS locating module.
8. the logistics arrival duration real-time Prediction System according to claim 1 based on big data, it is characterised in that: described
Dispatching indicator light is installed, when the destination that the cargo bar code scanning module scans the two-dimensional code in cargo bar code scanning module
When information is with actual purpose consistent, dispatching indicator light lights green light, otherwise dispenses indicator light and flashes the redlight.
9. the logistics arrival duration real-time Prediction System according to claim 1 based on big data, it is characterised in that: described
Weather information and road traffic flow information are stored on Cloud Server.
10. the logistics arrival duration real-time Prediction System according to claim 1 based on big data, it is characterised in that: institute
It states data analysis module and sends arrival duration with charge free with reference to sending the arrival duration of route to estimate this along history homologue school.
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| CN201910263180.5A CN110009282A (en) | 2019-04-02 | 2019-04-02 | A kind of real-time Prediction System of logistics arrival duration based on big data |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111080007A (en) * | 2019-12-13 | 2020-04-28 | 上海中通吉网络技术有限公司 | Express arrival time prediction method, device, equipment and storage medium |
| CN111144824A (en) * | 2019-12-30 | 2020-05-12 | 安徽易商数码科技有限公司 | Logistics management system based on two-stage logistics |
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| CN104636905A (en) * | 2015-02-15 | 2015-05-20 | 张梅云 | Distribution delivery control method from delivery station to terminal client |
| CN106156966A (en) * | 2015-04-03 | 2016-11-23 | 阿里巴巴集团控股有限公司 | Logistics monitoring method and equipment |
| CN109104528A (en) * | 2018-07-27 | 2018-12-28 | 上海与德科技有限公司 | Information cuing method, device, central control system and electric vehicle |
| CN109121079A (en) * | 2018-08-27 | 2019-01-01 | 海口海沣物流有限公司 | A kind of vehicle positioning system for logistics transportation |
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2019
- 2019-04-02 CN CN201910263180.5A patent/CN110009282A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104636905A (en) * | 2015-02-15 | 2015-05-20 | 张梅云 | Distribution delivery control method from delivery station to terminal client |
| CN106156966A (en) * | 2015-04-03 | 2016-11-23 | 阿里巴巴集团控股有限公司 | Logistics monitoring method and equipment |
| CN109104528A (en) * | 2018-07-27 | 2018-12-28 | 上海与德科技有限公司 | Information cuing method, device, central control system and electric vehicle |
| CN109121079A (en) * | 2018-08-27 | 2019-01-01 | 海口海沣物流有限公司 | A kind of vehicle positioning system for logistics transportation |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111080007A (en) * | 2019-12-13 | 2020-04-28 | 上海中通吉网络技术有限公司 | Express arrival time prediction method, device, equipment and storage medium |
| CN111144824A (en) * | 2019-12-30 | 2020-05-12 | 安徽易商数码科技有限公司 | Logistics management system based on two-stage logistics |
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