CN112150080A - Intelligent logistics management system based on big data analysis - Google Patents
Intelligent logistics management system based on big data analysis Download PDFInfo
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Abstract
The invention discloses a logistics intelligent management system based on big data analysis, which comprises an order generation module, a packaging classification module, a route planning module, a logistics transportation module, a quality detection module, a quality analysis module, an analysis server, a general service center, a user tracking module, a display terminal and a storage database, wherein the order generation module is used for generating a large order; according to the invention, the order generation module is used for generating the logistics order of the article sent by each user, the article in the logistics order of each user is packaged and classified, the route planning module is used for planning the transportation route of the logistics of each user, the position of the transportation vehicle of each user logistics is positioned, meanwhile, the numerical value of each quality parameter of each item sent by each user is detected, whether the quality of each item sent by each user is qualified or not is analyzed, and the general service center is used for communicating and processing with each user with unqualified quality of the item sent by each user, so that some unnecessary logistics transportation costs are reduced, and the expectation and experience of a receiver are further met.
Description
Technical Field
The invention relates to the field of logistics analysis management, in particular to a logistics intelligent management system based on big data analysis.
Background
In recent years, with the improvement of the living standard of people, the rapid development of electronic commerce is promoted, and under the background, the express logistics industry is regarded as a service industry of work and life of people and is an indispensable part of society.
However, the existing express logistics management generally has some defects, the existing express logistics management mainly adopts personnel management, the manual management efficiency is low, a large amount of human resources are wasted, most of the existing express logistics management transports the articles primarily packaged by users, the quality of the mailed articles cannot be verified, the quality problem of the mailed articles exists, unnecessary economic property loss is caused, meanwhile, most of the existing express logistics transportation plans a route for transportation personnel to transport by themselves, the transportation time is increased due to overlong planned transportation route, the logistics transportation efficiency is reduced, meanwhile, the quality of the mailed articles after transportation cannot be detected through visual inspection of personnel, so that feedback and processing cannot be timely carried out with the users, the rejection problem of the addressees is caused, the logistics transportation cost is increased, the expected feeling and experience feeling of the addressees are reduced, and in order to solve the problems, a logistics intelligent management system based on big data analysis is designed.
Disclosure of Invention
The invention aims to provide a logistics intelligent management system based on big data analysis, which generates a logistics order from articles sent by each user through an order generation module, packages and classifies the articles in the logistics order of each user, plans a transportation route of each user logistics through a route planning module, positions the position of a transportation vehicle of each user logistics, detects the value of each quality parameter of each article sent by each user, analyzes whether the quality of each article sent by each user is qualified or not, communicates and processes with each user with the article sent by a general service center, calculates the qualified coefficient of the quality of the articles in logistics transportation through an analysis server, and displays the qualified coefficient, thereby solving the problems in the background technology.
The purpose of the invention can be realized by the following technical scheme
A logistics intelligent management system based on big data analysis comprises an order generation module, a packaging classification module, a route planning module, a logistics transportation module, a quality detection module, a quality analysis module, an analysis server, a general service center, a user tracking module, a display terminal and a storage database;
the analysis server is respectively connected with the logistics transportation module, the quality analysis module, the general service center, the display terminal and the storage database, the storage database is respectively connected with the order generation module, the packaging classification module, the route planning module and the quality analysis module, the route planning module is respectively connected with the packaging classification module and the logistics transportation module, the quality detection module is connected with the quality analysis module, and the user tracking module is connected with the general service center;
the order generation module is used for generating corresponding logistics orders for the articles sent by the users, verifying the information of the users and the information of the articles through logistics personnel, generating corresponding logistics orders according to a time relationship after verification, and sending the generated logistics orders of the users to the storage database;
the packaging classification module is used for packaging and classifying the items sent by each user, extracting the logistics orders of each user stored in the storage database, obtaining the item names and the item types in the logistics orders of each user, extracting the packaging types corresponding to the item types stored in the storage database, screening the packaging types corresponding to the items in the logistics orders of each user, packaging the items in the logistics orders of each user in a corresponding type through a logistics worker, simultaneously obtaining the addressee addresses in the logistics orders of each user, counting provincial administrative areas corresponding to the addressee addresses in the logistics orders of each user, classifying the logistics orders of each user according to the difference of the provincial administrative areas, and forming an addressee set As in the logistics orders of each user in each provincial administrative areak(a1sk,a2sk,...,aisk,...,ansk)，aiskThe receiving addresses in the ith user logistics order in the kth provincial administrative district are expressed, and the receiving addresses in the user logistics orders in each provincial administrative district are sent to the route planning module in a set mode;
the route planning module is used for receiving a receiver address set in each user logistics order in each provincial administrative district sent by the packaging classification module, extracting logistics transfer center addresses of all local cities in each provincial administrative district stored in the storage database, comparing the receiver addresses in each received user logistics order in each provincial administrative district with the logistics transfer center addresses of all local cities in the corresponding provincial administrative district, screening a logistics transfer center closest to the receiver address in each user logistics order in each provincial administrative district, planning a transportation route from each user logistics in each provincial administrative district to the corresponding logistics transfer center, counting the transportation routes from each user logistics in each provincial administrative district to the corresponding logistics transfer center, and sending the logistics of each user in each provincial administrative district to the corresponding logistics transfer center;
the logistics transportation module is used for receiving a transportation route from logistics of each user in each provincial administrative district to a corresponding logistics transfer center, which is sent by the route planning module, transporting the logistics of each user in each provincial administrative district of the same transportation route through a vehicle, positioning vehicle position information of each transportation route in real time, and sending the positioned vehicle position information of each transportation route to the analysis server;
the analysis server is used for receiving the vehicle position information of each transportation route sent and positioned by the logistics transportation module, counting the positions of the user sending articles corresponding to the transportation routes of the vehicles, and forming a position set Bs of the user sending articles in each local city in each provincial administrative districtkr(b1skr,b2skr,...,bjskr,...,bmskr),m≤n，bjskrThe position of a jth user sending article in an r-th place city in a kth provincial administrative area is represented, and the position set of each user sending article in each place city in each provincial administrative area is sent to a general service center;
the quality detection module is used for detecting the quality of the articles sent to the users in the logistics transfer centers of all the local cities in each provincial administrative district, detecting the volume, the quantity and the weight of the articles sent to the users, counting the quality parameter values of the articles sent to the users, and forming a quality parameter value set of the articles sent to the users in the logistics transfer centers of all the local cities in each provincial administrative district
Expressing the f-th quality parameter value in the jth user sending article in the logistics transfer center of the r-th place city in the kth provincial administrative district, wherein f is x, y, z, x, y and z respectively express the volume, the quantity and the weight in the quality of the user sending article, and sending the user sending article in the logistics transfer center of each place city in each provincial administrative districtEach quality parameter value set of the article is sent to a quality analysis module;
the quality analysis module is used for receiving quality parameter value sets of the mail sending articles of the users in the logistics transfer centers of the local cities in the provincial administrative districts sent by the quality detection module, extracting article volumes, article quantities and article weights in the logistics orders of the users stored in the storage database, comparing the received quality parameter values of the mail sending articles of the users with the corresponding article quality parameter values in the logistics orders of the corresponding users to obtain comparison difference values of the quality parameter values of the mail sending articles of the users, and forming comparison difference value set sets of the quality parameter values of the mail sending articles of the users in the logistics transfer centers of the local cities in the provincial administrative districts
The quality parameter value of the jth quality parameter value in the jth user mail item in the logistics transfer center of the ith grade city in the kth provincial administrative district is represented as a comparison difference value of the quality parameter value of the corresponding item in the logistics order of the user, and the comparison difference value set of the quality parameter values of the user mail items in the logistics transfer centers of the grade cities in each provincial administrative district is sent to the analysis server;
the analysis server is used for receiving a comparison difference value set of each quality parameter value of each user mail item in the logistics transfer center of each level city in each provincial administrative district sent by the quality analysis module, analyzing the received comparison difference value of each quality parameter value of each user mail item, if the comparison difference value of each quality parameter value of a certain user mail item is within a set error allowable range, the quality of the user mail item is qualified, if the comparison difference value of a certain quality parameter value of a certain user mail item is outside the set error allowable range, the quality of the user mail item is unqualified, counting each user logistics order with unqualified mail item quality, and forming each user logistics order with unqualified quality of each provincial administrative districtEach user logistics order collection with unqualified quality of mail sending articles in logistics transit center of class market
q≤m，cpskrThe p-th user logistics order which is expressed as unqualified mailpiece objects in the logistics transfer center of the r-th city in the kth provincial administrative district sends the set of the user logistics orders with unqualified mailpiece objects in the logistics transfer centers of all cities in each provincial administrative district to the general service center; simultaneously extracting quality influence proportional weight coefficients of the mail articles in each provincial administrative region and each local city in each provincial administrative region stored in the storage database, calculating quality qualified coefficients of the articles in logistics transportation, and sending the calculated quality qualified coefficients of the articles in logistics transportation to a display terminal;
the main service center is used for receiving a position set of each user mail item in each local city in each provincial administrative district and each user logistics order set with unqualified quality of the mail item in the logistics transfer center of each local city in each provincial administrative district, which are sent by the analysis server, extracting a user contact mode in each user logistics order with unqualified quality of the mail item, sequentially communicating with each user with unqualified quality of the mail item through a worker, and carrying out corresponding processing according to real-time feedback of the user;
the user tracking module is used for tracking the position of the mail sending article of the user, accessing a total logistics service center through login of the user, and checking the position information of the mail sending article and the rest logistics transportation route in real time;
the display terminal is used for receiving and displaying the quality qualified coefficient of the articles in the logistics transportation sent by the analysis server;
the storage database is used for receiving logistics orders of users sent by the order generation module, storing packaging types corresponding to article types, storing logistics transfer center addresses of each local city in each provincial administrative area, and storing quality influence proportion weight coefficients of mail sending articles in each provincial administrative area and each local city in each provincial administrative area;
further, the logistics order comprises a logistics order number, a user name, a user contact way, a user mailing address, a receiver name, a receiver contact way, a receiver address, an article name, an article type, an article number, an article weight and an article volume;
furthermore, the types of the articles comprise food articles, fresh articles, household electrical appliances and clothing articles, wherein the packaging type corresponding to the food articles is carton packaging, the packaging type corresponding to the fresh articles is foam box packaging, the packaging type corresponding to the household electrical appliances is wood box packaging, and the packaging type corresponding to the clothing articles is sealed bag packaging;
furthermore, the cargo transportation module comprises a vehicle-mounted locator, the vehicle-mounted locator is installed in the transportation vehicles, and the satellite space positioning technology is adopted to monitor the position information of each transportation vehicle in real time and record and upload the position information;
furthermore, the quality detection module comprises an article volume detection unit, an article quantity detection unit and an article weight detection unit, wherein the article volume detection unit is an x-ray detector and is used for detecting the volume of articles in the package of each user's mailer article, the article quantity detection unit is an x-ray detector and is used for detecting the quantity of articles in the package of each user's mailer article, and the article weight detection unit is a weight sensor and is used for detecting the weight of articles in the package of each user's mailer article;
further, the calculation formula of the quality qualification coefficient of the goods in the logistics transportation is
Xi is expressed as the quality qualified coefficient of the goods in the logistics transportation,
expressed as the quality influence proportional weight coefficient of the mail item in the kth provincial administrative district,
expressed as the kth provincial administrative districtThe method comprises the following steps that r quality influence proportion weight coefficients of the mail sending articles in the ground cities are obtained, m represents the total number of user logistics orders in a logistics transfer center of the r ground cities in the k-th provincial administrative district, q represents the total number of unqualified user logistics orders of the mail sending articles in the logistics transfer center of the r ground cities in the k-th provincial administrative district, and n represents the total number of user logistics orders of all the districts.
Has the advantages that:
(1) the invention provides a logistics intelligent management system based on big data analysis, which generates a logistics order from the articles sent by each user through an order generation module, packages and classifies the articles in the logistics order of each user, thereby preventing the quality problem of the articles sent by the user, avoiding unnecessary economic property loss, planning the transportation route of the logistics of each user through a route planning module, reducing the logistics transportation time, improving the logistics transportation efficiency, positioning the transportation vehicle position of the logistics of each user, improving the reliable reference basis for the follow-up user to track the logistics position, detecting the quality parameter values of the articles sent by each user, analyzing whether the quality of the articles sent by each user is qualified or not, and communicating and processing with each user with unqualified quality of the articles sent by a general service center, thereby reducing the incidence rate of rejecting the articles by recipients, the logistics transportation cost which is avoided is reduced, and the expectation and experience of the receiver are further met.
(2) According to the invention, the quality qualification coefficient of the articles in the logistics transportation is calculated through the analysis server and is displayed through the display terminal, so that the qualification condition of the articles in the logistics transportation can be visually displayed, and an instructive reference suggestion is provided for the later-stage logistics transportation, thereby facilitating the improvement of the quality of the articles in the logistics transportation.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a schematic view of the present invention;
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, a logistics intelligent management system based on big data analysis includes an order generation module, a package classification module, a route planning module, a logistics transportation module, a quality detection module, a quality analysis module, an analysis server, a general service center, a user tracking module, a display terminal and a storage database;
the analysis server is respectively connected with the logistics transportation module, the quality analysis module, the general service center, the display terminal and the storage database, the storage database is respectively connected with the order generation module, the packaging classification module, the route planning module and the quality analysis module, the route planning module is respectively connected with the packaging classification module and the logistics transportation module, the quality detection module is connected with the quality analysis module, and the user tracking module is connected with the general service center;
the order generation module is used for generating corresponding logistics orders for the articles sent by the users, verifying the information of the users and the information of the articles through a logistics worker, generating corresponding logistics orders according to a time relationship after verification, wherein the logistics orders comprise logistics order numbers, user names, user contact ways, user sending addresses, recipient names, recipient contact ways, recipient addresses, article names, article types, article numbers, article weights and article volumes, and sending the generated logistics orders of the users to the storage database.
The packaging classification module is used for packaging and classifying the articles sent by each user, and extracting each article stored in the storage databaseThe method comprises the steps of obtaining article names and article types in logistics orders of users, extracting packaging types corresponding to the article types stored in a storage database, screening the packaging types corresponding to the articles in the logistics orders of the users, carrying out corresponding type packaging on the articles in the logistics orders of the users through logistics workers, preventing the quality problems of the articles sent by the users, avoiding unnecessary economic and property losses, obtaining addressee addresses in the logistics orders of the users, counting provincial administrative areas corresponding to the addressee addresses in the logistics orders of the users, classifying the logistics orders of the users according to the difference of the provincial administrative areas, and forming addressee address sets As in the logistics orders of the users in the provincial administrative areask(a1sk,a2sk,...,aisk,...,ansk)，aiskThe receiving addresses in the ith user logistics order in the kth provincial administrative district are expressed, and the receiving addresses in the user logistics orders in each provincial administrative district are sent to the route planning module in a set mode;
the route planning module is used for receiving the consignee address set in each user logistics order in each provincial administrative district sent by the packaging classification module, extracting the logistics transfer center addresses of each local city in each provincial administrative district stored in the storage database, comparing the consignee address in each received user logistics order in each provincial administrative district with the logistics transfer center address of each local city in the corresponding provincial administrative district, screening the logistics transfer center closest to the consignee address in each user logistics order in each provincial administrative district, planning the transportation route of each user logistics in each provincial administrative district to the corresponding logistics transfer center, and counting the transportation route of each user logistics in each provincial administrative district to the corresponding logistics transfer center, therefore, the logistics transportation time is reduced, the logistics transportation efficiency is improved, and the transportation route of each user in each provincial administrative district to the corresponding logistics transfer center is sent to the logistics transportation module;
the logistics transportation module includes on-vehicle locater, wherein on-vehicle locater installs in the haulage vehicle, a transportation route to the commodity circulation transfer center that corresponds for receiving each user's commodity circulation in each province administrative district that route planning module sent, each user commodity circulation in each province administrative district of same transport route is transported through the vehicle, adopt satellite space positioning technique simultaneously through on-vehicle locater, the vehicle position information of each transport route is fixed a position in real time, for the user of later stage tracks the commodity circulation position and improves reliable reference basis, the vehicle position information of each transport route with the location sends to analysis server.
The analysis server is used for receiving the vehicle position information of each transportation route sent and positioned by the logistics transportation module, counting the positions of the user sending articles corresponding to the transportation routes of the vehicles, and forming a position set Bs of the user sending articles in each local city in each provincial administrative districtkr(b1skr,b2skr,...,bjskr,...,bmskr),m≤n，bjskrAnd the position of the jth user sending article in the r-th place city in the kth provincial administrative area is represented, and the position set of each user sending article in each place city in each provincial administrative area is sent to the general service center.
The quality detection module comprises an article volume detection unit, an article quantity detection unit and an article weight detection unit, the article quality of each user mail in the logistics transfer center of each level city in each provincial administrative district is detected, the article volume detection unit is an x-ray detector, the article volume in the package of each user mail article is detected, the article quantity detection unit is an x-ray detector, the article quantity in the package of each user mail article is detected, the article weight detection unit is a weight sensor, the article weight in the package of each user mail article is detected, each quality parameter value of each user mail article is counted, each quality parameter value set of each user mail article in the logistics transfer center of each level city in each provincial administrative district is formed, and each quality parameter value set of each user mail article in the logistics transfer center of each level city in each provincial administrative district is formed
The quality parameter value of the ith quality parameter value in the jth user sending article in the logistics transfer center of the ith grade city in the kth provincial administrative district is represented, wherein f is x, y, z, x, y and z are respectively represented as the volume, the quantity and the weight of the quality medium of the user sending article, and the quality parameter value sets of the user sending articles in the logistics transfer centers of the grade cities in each provincial administrative district are sent to the quality analysis module;
the quality analysis module is used for receiving quality parameter value sets of the mail sending articles of the users in the logistics transfer centers of the local cities in the provincial administrative districts sent by the quality detection module, extracting article volumes, article quantities and article weights in the logistics orders of the users stored in the storage database, comparing the received quality parameter values of the mail sending articles of the users with the corresponding article quality parameter values in the logistics orders of the corresponding users to obtain comparison difference values of the quality parameter values of the mail sending articles of the users, and forming comparison difference value set sets of the quality parameter values of the mail sending articles of the users in the logistics transfer centers of the local cities in the provincial administrative districts
And the comparison difference value of the f-th quality parameter value in the j-th user sending article in the logistics transfer center of the r-th place city in the kth provincial administrative district and the corresponding article quality parameter value in the logistics order of the corresponding user is represented, and the comparison difference value set of the quality parameter values of the user sending articles in the logistics transfer centers of the place cities in each provincial administrative district is sent to the analysis server.
The analysis server is used for receiving a comparison difference value set of each quality parameter value of each user mail item in the logistics transfer center of each level city in each province administrative district sent by the quality analysis module, analyzing the received comparison difference value of each quality parameter value of each user mail item, and if the comparison difference value of each quality parameter value of a certain user mail item is locatedWithin the set error allowable range, the quality of the user sending article is qualified, if the comparison difference value of a certain quality parameter value of a certain user sending article is outside the set error allowable range, the quality of the user sending article is unqualified, all user logistics orders with unqualified sending article quality are counted, and all user logistics order sets Cs with unqualified sending article quality in logistics transfer centers of all levels of cities in all provincial administrative districts are formedkr(c1skr,c2skr,...,cpskr,...,cqskr)，q≤m，cpskrThe p-th user logistics order which is expressed as unqualified mailpiece objects in the logistics transfer center of the r-th city in the kth provincial administrative district sends the set of the user logistics orders with unqualified mailpiece objects in the logistics transfer centers of all cities in each provincial administrative district to the general service center; simultaneously extracting the quality influence proportion weight coefficients of the mail sending articles in each provincial administrative district and each local city in each provincial administrative district stored in the storage database, and calculating the quality qualification coefficient of the articles in the logistics transportation, wherein the calculation formula of the quality qualification coefficient of the articles in the logistics transportation is
Xi is expressed as the quality qualified coefficient of the goods in the logistics transportation,
expressed as the quality influence proportional weight coefficient of the mail item in the kth provincial administrative district,
expressing the weight coefficient of the quality influence proportion of the mail sending articles in the r-th ground level city in the k-th provincial administrative district, expressing m as the total number of user logistics orders in the logistics transfer center of the r-th ground level city in the k-th provincial administrative district, expressing q as the total number of unqualified user logistics orders of the mail sending articles in the logistics transfer center of the r-th ground level city in the k-th provincial administrative district, expressing n as the total number of user logistics orders of all the districts, and calculating the calculated logistics ordersAnd transmitting the quality qualified coefficient of the articles in the transportation to a display terminal.
The general service center is used for receiving the position set of the mail sending objects of each user in each local city in each provincial administrative area and the logistics order set of each user with unqualified quality of the mail sending objects in the logistics transfer center of each local city in each provincial administrative area sent by the analysis server, extracting the user contact mode of each user logistics order with unqualified quality of the mail sending objects, sequentially communicating with each user with unqualified quality of the mail sending objects through the staff, and carrying out corresponding processing according to the real-time feedback of the user, so that the incidence rate of rejecting the objects by the receiver is reduced, some avoidable logistics transportation cost is reduced, and the expectation and experience of the receiver are further met.
The user tracking module is used for tracking the position of the article sent by the user, logging in the logistics general service center through the user, checking the position information of the article sent by the user and the remaining logistics transportation route in real time, and ensuring that the user can check the transportation track of the article sent by the user at any time.
The display terminal is used for receiving the commodity circulation in transit quality qualification coefficient that the analysis server sent to show, can demonstrate commodity circulation in transit quality qualification condition directly perceivedly, for the later stage commodity circulation transportation provides guiding reference suggestion, be convenient for improve commodity circulation in transit quality.
The storage database is used for receiving logistics orders of users sent by the order generation module, storing packaging types corresponding to the various article types, wherein the various article types comprise food articles, fresh articles, household electrical articles and clothing articles, the packaging types corresponding to the food articles are carton packaging, the packaging types corresponding to the fresh articles are foam box packaging, the packaging types corresponding to the household electrical articles are wooden box packaging, the packaging types corresponding to the clothing articles are sealed bag packaging, logistics transit center addresses of all levels of cities in all provincial administrative areas are stored, and quality influence proportion weight coefficients of the mail articles in all levels of cities in all provincial administrative areas and all provincial administrative areas are stored.
The foregoing is merely exemplary and illustrative of the principles of the present invention and various modifications, additions and substitutions of the specific embodiments described herein may be made by those skilled in the art without departing from the principles of the present invention or exceeding the scope of the claims set forth herein.
Claims (6)
1. The utility model provides a commodity circulation intelligent management system based on big data analysis which characterized in that: the system comprises an order generation module, a packaging classification module, a route planning module, a logistics transportation module, a quality detection module, a quality analysis module, an analysis server, a general service center, a user tracking module, a display terminal and a storage database;
the analysis server is respectively connected with the logistics transportation module, the quality analysis module, the general service center, the display terminal and the storage database, the storage database is respectively connected with the order generation module, the packaging classification module, the route planning module and the quality analysis module, the route planning module is respectively connected with the packaging classification module and the logistics transportation module, the quality detection module is connected with the quality analysis module, and the user tracking module is connected with the general service center;
the order generation module is used for generating corresponding logistics orders for the articles sent by the users, verifying the information of the users and the information of the articles through logistics personnel, generating corresponding logistics orders according to a time relationship after verification, and sending the generated logistics orders of the users to the storage database;
the packaging classification module is used for packaging and classifying the articles sent by each user, extracting the logistics orders of each user stored in the storage database, obtaining the article names and article types in the logistics orders of each user, extracting the packaging types corresponding to the article types stored in the storage database, screening the packaging types corresponding to the articles in the logistics orders of each user, packaging the articles in the logistics orders of each user in a corresponding type through a logistics worker, simultaneously obtaining the addressee addresses in the logistics orders of each user, counting provincial administrative regions corresponding to the addressee addresses in the logistics orders of each user, and packaging the articles of each user according to the difference of the provincial administrative regionsClassifying the flow orders to form a receiver address set As in each user flow order in each provincial administrative districtk(a1sk,a2sk,...,aisk,...,ansk)，aiskThe receiving addresses in the ith user logistics order in the kth provincial administrative district are expressed, and the receiving addresses in the user logistics orders in each provincial administrative district are sent to the route planning module in a set mode;
the route planning module is used for receiving a receiver address set in each user logistics order in each provincial administrative district sent by the packaging classification module, extracting logistics transfer center addresses of all local cities in each provincial administrative district stored in the storage database, comparing the receiver addresses in each received user logistics order in each provincial administrative district with the logistics transfer center addresses of all local cities in the corresponding provincial administrative district, screening a logistics transfer center closest to the receiver address in each user logistics order in each provincial administrative district, planning a transportation route from each user logistics in each provincial administrative district to the corresponding logistics transfer center, counting the transportation routes from each user logistics in each provincial administrative district to the corresponding logistics transfer center, and sending the logistics of each user in each provincial administrative district to the corresponding logistics transfer center;
the logistics transportation module is used for receiving a transportation route from logistics of each user in each provincial administrative district to a corresponding logistics transfer center, which is sent by the route planning module, transporting the logistics of each user in each provincial administrative district of the same transportation route through a vehicle, positioning vehicle position information of each transportation route in real time, and sending the positioned vehicle position information of each transportation route to the analysis server;
the analysis server is used for receiving the vehicle position information of each transportation route sent and positioned by the logistics transportation module, counting the positions of the user sending articles corresponding to the transportation routes of the vehicles, and forming a position set Bs of the user sending articles in each local city in each provincial administrative districtkr(b1skr,b2skr,...,bjskr,...,bmskr),m≤n，bjskrThe position of a jth user sending article in an r-th place city in a kth provincial administrative area is represented, and the position set of each user sending article in each place city in each provincial administrative area is sent to a general service center;
the quality detection module is used for detecting the quality of the articles sent to the users in the logistics transfer centers of all the local cities in each provincial administrative district, detecting the volume, the quantity and the weight of the articles sent to the users, counting the quality parameter values of the articles sent to the users, and forming a quality parameter value set of the articles sent to the users in the logistics transfer centers of all the local cities in each provincial administrative district
The quality parameter value of the ith quality parameter value in the jth user sending article in the logistics transfer center of the ith grade city in the kth provincial administrative district is represented, wherein f is x, y, z, x, y and z are respectively represented as the volume, the quantity and the weight of the quality medium of the user sending article, and the quality parameter value sets of the user sending articles in the logistics transfer centers of the grade cities in each provincial administrative district are sent to the quality analysis module;
the quality analysis module is used for receiving quality parameter value sets of the mail sending articles of the users in the logistics transfer centers of the local cities in the provincial administrative districts sent by the quality detection module, extracting article volumes, article quantities and article weights in the logistics orders of the users stored in the storage database, comparing the received quality parameter values of the mail sending articles of the users with the corresponding article quality parameter values in the logistics orders of the corresponding users to obtain comparison difference values of the quality parameter values of the mail sending articles of the users, and forming comparison difference value set sets of the quality parameter values of the mail sending articles of the users in the logistics transfer centers of the local cities in the provincial administrative districts
The quality parameter value of the jth quality parameter value in the jth user mail item in the logistics transfer center of the ith grade city in the kth provincial administrative district is represented as a comparison difference value of the quality parameter value of the corresponding item in the logistics order of the user, and the comparison difference value set of the quality parameter values of the user mail items in the logistics transfer centers of the grade cities in each provincial administrative district is sent to the analysis server;
the analysis server is used for receiving the comparison difference value set of each quality parameter value of each user mail item in the logistics transfer center of each level city in each provincial administrative district sent by the quality analysis module, analyzing the received comparison difference value of each quality parameter value of each user mail item, if the comparison difference value of each quality parameter value of a certain user mail item is within a set error allowable range, the quality of the user mail item is qualified, if the comparison difference value of a certain quality parameter value of a certain user mail item is outside the set error allowable range, the quality of the user mail item is unqualified, counting each user logistics order with unqualified mail item, and forming each user logistics order set Cs with unqualified mail item quality in the logistics transfer center of each level city in each provincial administrative districtkr(c1skr,c2skr,...,cpskr,...,cqskr)，q≤m，cpskrThe p-th user logistics order which is expressed as unqualified mailpiece objects in the logistics transfer center of the r-th city in the kth provincial administrative district sends the set of the user logistics orders with unqualified mailpiece objects in the logistics transfer centers of all cities in each provincial administrative district to the general service center; simultaneously extracting quality influence proportional weight coefficients of the mail articles in each provincial administrative region and each local city in each provincial administrative region stored in the storage database, calculating quality qualified coefficients of the articles in logistics transportation, and sending the calculated quality qualified coefficients of the articles in logistics transportation to a display terminal;
the main service center is used for receiving a position set of each user mail item in each local city in each provincial administrative district and each user logistics order set with unqualified quality of the mail item in the logistics transfer center of each local city in each provincial administrative district, which are sent by the analysis server, extracting a user contact mode in each user logistics order with unqualified quality of the mail item, sequentially communicating with each user with unqualified quality of the mail item through a worker, and carrying out corresponding processing according to real-time feedback of the user;
the user tracking module is used for tracking the position of the mail sending article of the user, accessing a total logistics service center through login of the user, and checking the position information of the mail sending article and the rest logistics transportation route in real time;
the display terminal is used for receiving and displaying the quality qualified coefficient of the articles in the logistics transportation sent by the analysis server;
the storage database is used for receiving logistics orders of users sent by the order generation module, storing packaging types corresponding to the article types, storing logistics transfer center addresses of all the local cities in all the provincial administrative areas, and storing quality influence proportion weight coefficients of the mail sending articles in all the local cities in all the provincial administrative areas and all the provincial administrative areas.
2. The logistics intelligent management system based on big data analysis as claimed in claim 1, wherein: the logistics order comprises a logistics order number, a user name, a user contact way, a user mailing address, an addressee name, an addressee contact way, an addressee address, an article name, an article type, an article number, an article weight and an article volume.
3. The logistics intelligent management system based on big data analysis as claimed in claim 1, wherein: each article type includes food class article, fresh class article, household electrical appliances class article and clothing class article, and wherein the packaging type that food class article correspond is the carton packing, and the packaging type that fresh class article correspond is the foam case packing, and the packaging type that household electrical appliances class article correspond is the wooden case packing, and the packaging type that clothing class article correspond is the sealed bag packing.
4. The logistics intelligent management system based on big data analysis as claimed in claim 1, wherein: the goods transportation module comprises a vehicle-mounted locator, the vehicle-mounted locator is installed in the transportation vehicles, the satellite space positioning technology is adopted, the position information of each transportation vehicle is monitored in real time, and the position information is recorded and uploaded.
5. The logistics intelligent management system based on big data analysis as claimed in claim 1, wherein: the quality detection module comprises an article volume detection unit, an article quantity detection unit and an article weight detection unit, the article volume detection unit is an x-ray detector and is used for detecting the volume of articles in packages of the articles to be sent by each user, the article quantity detection unit is an x-ray detector and is used for detecting the quantity of the articles in the packages of the articles to be sent by each user, and the article weight detection unit is a weight sensor and is used for detecting the weight of the articles in the packages of the articles to be sent by each user.
6. The logistics intelligent management system based on big data analysis as claimed in claim 1, wherein: the calculation formula of the quality qualification coefficient of the goods in the logistics transportation is
Xi is expressed as the quality qualified coefficient of the goods in the logistics transportation,
expressed as the quality influence proportional weight coefficient of the mail item in the kth provincial administrative district,
expressed as the proportional weight coefficient of the quality influence of the sender article in the r-th ground-level city in the k-th provincial administrative districtThe method comprises the steps that m represents the total number of user logistics orders in a logistics transfer center of an r-th grade city in a k-th provincial administrative district, q represents the total number of user logistics orders with unqualified pickup articles in the logistics transfer center of the r-th grade city in the k-th provincial administrative district, and n represents the total number of user logistics orders in all the districts.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112862406A (en) * | 2021-03-03 | 2021-05-28 | 南京浪脆电子商务有限公司 | Logistics order online intelligent management cloud platform based on big data analysis |
| CN112926915A (en) * | 2021-02-07 | 2021-06-08 | 广东白云学院 | Logistics big data statistics management system |
| CN113793106A (en) * | 2021-09-28 | 2021-12-14 | 广东省电子口岸管理有限公司 | Foreign trade logistics processing system and method |
| CN116384856A (en) * | 2023-04-20 | 2023-07-04 | 侨益物流股份有限公司 | Intelligent logistics order management system |
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2020
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Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112926915A (en) * | 2021-02-07 | 2021-06-08 | 广东白云学院 | Logistics big data statistics management system |
| CN112926915B (en) * | 2021-02-07 | 2023-04-18 | 广东白云学院 | Logistics big data statistics management system |
| CN112862406A (en) * | 2021-03-03 | 2021-05-28 | 南京浪脆电子商务有限公司 | Logistics order online intelligent management cloud platform based on big data analysis |
| CN112862406B (en) * | 2021-03-03 | 2024-02-27 | 湖南奥维思供应链管理有限公司 | Logistics order online intelligent management cloud platform based on big data analysis |
| CN113793106A (en) * | 2021-09-28 | 2021-12-14 | 广东省电子口岸管理有限公司 | Foreign trade logistics processing system and method |
| CN113793106B (en) * | 2021-09-28 | 2022-06-21 | 广东省电子口岸管理有限公司 | Foreign trade logistics processing system and method |
| CN116384856A (en) * | 2023-04-20 | 2023-07-04 | 侨益物流股份有限公司 | Intelligent logistics order management system |
| CN116384856B (en) * | 2023-04-20 | 2023-08-29 | 侨益物流股份有限公司 | Intelligent logistics order management system |
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