CN-121998534-A - Intelligent logistics distribution method and system for providing full-link visualization and electronic receipt

CN121998534ACN 121998534 ACN121998534 ACN 121998534ACN-121998534-A

Abstract

The invention discloses an intelligent logistics distribution method and system for providing full-link visualization and electronic receipt, wherein the full-link distribution visualization information of each logistics vehicle is generated and sent to a user side by collecting vehicle positioning information, cargo monitoring video and carriage temperature and humidity information, so that the user and a logistics company can quickly know detailed information in the logistics distribution process, and further the whole-course monitoring of logistics distribution is realized; in addition, the invention generates an electronic receipt containing information such as signing time, place, personnel, goods information, signing photos and the like for each logistics distribution route, based on the electronic receipt, compared with a paper receipt, the electronic receipt is easier to store, recorded information is more comprehensive, and thus complete receiving information can be provided for follow-up tracing.

Inventors

WANG SENHUA
LI HUINIAN
BAI LIJUN

Assignees

智运通(北京)科技有限责任公司

Dates

Publication Date: 20260508
Application Date: 20260127

Claims (10)

1. The intelligent logistics distribution method for providing full-link visualization and electronic receipt is characterized by being applied to a logistics platform, a logistics vehicle and an electronic signing terminal, wherein the logistics vehicle is provided with positioning and monitoring equipment, and the method comprises the following steps: the logistics platform generates logistics distribution routes of all logistics vehicles and sends the logistics distribution routes to corresponding logistics vehicles; each logistics vehicle receives each logistics distribution route and acquires positioning monitoring information acquired by positioning and monitoring equipment in real time when carrying out logistics distribution according to each logistics distribution route, wherein the positioning monitoring information comprises vehicle positioning information, cargo monitoring video and carriage temperature and humidity information; each logistics vehicle sends the positioning monitoring information acquired by each logistics vehicle to a logistics platform in real time; The logistics platform generates all-link distribution visual information of all logistics vehicles according to the received positioning monitoring information and synchronizes the all-link distribution visual information to the user side; The logistics platform receives logistics signing information sent by the electronic signing terminals on all logistics distribution routes, wherein the logistics signing information comprises signing time, places, personnel, goods information and signing photos; and the logistics platform generates and stores electronic receipt of each logistics distribution route according to the logistics signing information.
2. The method of claim 1, wherein the logistics platform generates a logistics distribution route for each logistics vehicle comprising: the logistics platform constructs a path planning function taking the minimum logistics distribution total cost as an optimization target; the logistics platform utilizes an improved genetic algorithm to solve the path planning function so as to obtain a logistics path scheme which minimizes the total cost of logistics distribution; And determining the logistics distribution route of each logistics vehicle by the logistics platform based on the obtained logistics path scheme.
3. The method of claim 2, wherein the logistics platform solves the path planning function using an improved genetic algorithm to arrive at a logistics path solution that minimizes the overall cost of logistics distribution, comprising: obtaining a chromosome population at the nth iteration, wherein when n is 1, the chromosome population at the nth iteration is an initial population, and any initial chromosome in the initial population is used for representing a distribution route of each logistics vehicle; taking the reciprocal of the path planning function as a fitness function, and calculating the fitness of each chromosome in the chromosome population in the nth iteration according to the fitness function; determining global optimal fitness at the nth iteration based on fitness of each chromosome; judging whether an iteration stop condition is met or not based on the global optimal fitness; If not, performing cross operation on the chromosome population in the nth iteration to obtain a cross population; dividing the crossover population into a first sub-population and a second sub-population of the same individual scale; Performing position updating treatment on the first sub-population and the second sub-population to obtain a first updated population and a second updated population; Performing individual mating operation on the first updated population and the second updated population to obtain a mating population, and taking the mating population as a chromosome population in n+1th iteration; And adding 1 to n, and re-acquiring the chromosome population in the nth iteration until the iteration stopping condition is met, so as to determine the logistics path scheme based on the chromosome corresponding to the global optimal fitness when the iteration stopping condition is met.
4. A method according to claim 3, wherein the crossing of the chromosome population at the nth iteration to obtain a crossing population comprises: generating a first cross random number, and judging whether the first cross random number is smaller than a cross threshold value; if yes, performing single-body cross operation on the chromosome population in the nth iteration to obtain a cross population, otherwise, performing double-body cross operation on the chromosome population in the nth iteration to obtain the cross population.
5. The method of claim 4, wherein performing a two-body crossover operation on the chromosome population at the nth iteration comprises: grouping chromosome populations in pairs during the nth iteration to obtain a plurality of crossed chromosome groups; Generating a second cross random number for any cross chromosome group, and judging whether the second cross random number is smaller than a cross threshold value; If yes, adopting a closed-loop gene selection algorithm to select genes from a first individual and a second individual, and taking the selected genes as fixed genes, wherein the first individual is one chromosome in any crossed chromosome group, and the second individual is the other chromosome in any crossed chromosome group; Taking genes except the fixed genes in the first individual and the second individual as crossing genes; And performing crossover operation on crossover genes in the first individuals and the second individuals to obtain crossed first individuals and crossed second individuals after crossover operation, and obtaining the crossover population after all crossover chromosome groups are polled.
6. The method of claim 5, wherein using a closed loop gene selection algorithm to select genes from the first and second individuals in the set of any intersecting chromosomes comprises: Acquiring an initial gene position, wherein the initial gene position is a gene position randomly selected from the first individual; Obtaining a target position during k-th gene selection, wherein when k is 1, the target position is an initial gene position; selecting a gene at a target location in a first individual as a first gene and selecting a gene at a target location in a second individual as a second gene; Determining the gene position of a second gene in the first individual to be used as a target position in the k+1st gene selection; And adding 1 to the k, and re-acquiring the target position of the kth gene during selection until the acquired target position returns to the initial gene position, wherein the selected first gene and second gene are used as the fixed genes.
7. The method of claim 5, wherein if the first cross-over random number is greater than or equal to a cross-over threshold, the method further comprises: randomly selecting a plurality of genes from the first individual to serve as third genes; determining the gene positions corresponding to the third genes from the second individual to serve as designated positions; selecting a gene at the specified position from the second individual as a fourth gene; and taking each third gene and each fourth gene as crossing genes, and carrying out crossing operation on the crossing genes according to the occurrence sequence of the genes so as to obtain a first crossed individual and a second crossed individual after the crossing operation.
8. The method of claim 1, wherein each logistics vehicle transmits the respective acquired positioning monitoring information to the logistics platform in real time, comprising: each logistics vehicle encrypts the positioning monitoring information obtained by each logistics vehicle to obtain encrypted information; Each logistics vehicle sends each piece of encryption information to the edge node, so that the edge node forwards each piece of encryption information to the logistics platform after receiving each piece of encryption information; correspondingly, the logistics platform generates all-link distribution visual information of each logistics vehicle according to the received positioning monitoring information, and the method comprises the following steps: The logistics platform decrypts each encrypted message to obtain positioning monitoring information sent by each logistics vehicle; the logistics platform generates actual distribution tracks of all logistics vehicles according to the vehicle positioning information in all the positioning monitoring information; The logistics platform establishes a distribution GIS map, and renders the actual distribution track of each logistics vehicle onto the distribution GIS map respectively to obtain a real-time logistics distribution track map of each logistics vehicle; And carrying out information association on the real-time logistics distribution track map of each logistics vehicle and the compartment temperature and humidity information and the goods monitoring video in the positioning monitoring information corresponding to each logistics vehicle so as to generate full-link distribution visual information of each logistics vehicle after the information association.
9. The intelligent logistics distribution system for providing full-link visualization and electronic receipt is characterized by comprising a logistics platform, a logistics vehicle and an electronic signing terminal, wherein the logistics vehicle is provided with positioning and monitoring equipment; The logistics platform is used for generating logistics distribution routes of all logistics vehicles and sending all logistics distribution routes to corresponding logistics vehicles; each logistics vehicle is used for receiving each logistics distribution route and acquiring positioning monitoring information acquired by positioning and monitoring equipment in real time when logistics distribution is carried out according to each logistics distribution route, wherein the positioning monitoring information comprises vehicle positioning information, cargo monitoring video and carriage temperature and humidity information; each logistics vehicle is further used for sending the positioning monitoring information acquired by each logistics vehicle to a logistics platform in real time; the logistics platform is used for generating all-link distribution visual information of all logistics vehicles according to the received positioning monitoring information and synchronizing the all-link distribution visual information to the user side; the logistics platform is used for receiving logistics signing information sent by the electronic signing terminals on all logistics distribution routes, wherein the logistics signing information comprises signing time, places, personnel, goods information and signing photos; And the logistics platform is also used for generating and storing electronic receipt of each logistics distribution route according to the logistics signing information.
10. An electronic device comprising a memory, a processor and a transceiver in communication with each other in sequence, wherein the memory is configured to store a computer program, the transceiver is configured to receive and send a message, and the processor is configured to read the computer program and execute the intelligent logistics distribution method for providing full link visualization and electronic receipt according to any one of claims 1-8.

Description

Intelligent logistics distribution method and system for providing full-link visualization and electronic receipt Technical Field The invention belongs to the technical field of intelligent logistics distribution, and particularly relates to an intelligent logistics distribution method and system for providing full-link visualization and electronic receipt. Background With the development of electronic commerce and the upgrading of people consumption modes, the express business volume is rapidly increased, the logistics distribution demand volume is increased year by year, wherein the logistics distribution process is greatly influenced by the outside, various conditions and different service clients appear in the distribution process, so that the whole logistics distribution link is more complicated and changeable, and therefore, the real-time dynamic condition of logistics distribution is mastered, reasonable measures are adopted to timely treat when abnormal conditions appear, and the method is an important ring in the logistics distribution link. At present, in the process of logistics distribution according to a planned route, when a shipper or a purchaser wants to know the transportation condition of goods, the shipper or related personnel are mostly confirmed, therefore, the shipper usually spends a lot of time and workload on goods information inquiry, so that a user and the shipper cannot quickly know detailed information in the logistics distribution process, and therefore, real-time monitoring in the logistics distribution process cannot be realized. Disclosure of Invention The invention aims to provide an intelligent logistics distribution method and system for providing full-link visualization and electronic receipt, which are used for solving the problems that the real-time monitoring in the distribution process cannot be realized and the receiving traceability is inconvenient in the prior art. In order to achieve the above purpose, the present invention adopts the following technical scheme: in a first aspect, an intelligent logistics distribution method for providing full-link visualization and electronic receipt is provided, and the intelligent logistics distribution method is applied to a logistics platform, a logistics vehicle and an electronic signing terminal, wherein a positioning and monitoring device is arranged on the logistics vehicle, and the method comprises the following steps: the logistics platform generates logistics distribution routes of all logistics vehicles and sends the logistics distribution routes to corresponding logistics vehicles; each logistics vehicle receives each logistics distribution route and acquires positioning monitoring information acquired by positioning and monitoring equipment in real time when carrying out logistics distribution according to each logistics distribution route, wherein the positioning monitoring information comprises vehicle positioning information, cargo monitoring video and carriage temperature and humidity information; each logistics vehicle sends the positioning monitoring information acquired by each logistics vehicle to a logistics platform in real time; The logistics platform generates all-link distribution visual information of all logistics vehicles according to the received positioning monitoring information and synchronizes the all-link distribution visual information to the user side; The logistics platform receives logistics signing information sent by the electronic signing terminals on all logistics distribution routes, wherein the logistics signing information comprises signing time, places, personnel, goods information and signing photos; and the logistics platform generates and stores electronic receipt of each logistics distribution route according to the logistics signing information. Based on the disclosure, the positioning and monitoring equipment is arranged on each logistics vehicle, and the electronic signing and receiving terminal is arranged at the same time, so that the positioning and monitoring equipment and the electronic signing and receiving terminal can be utilized to realize visualization and traceability of logistics, and concretely, the logistics platform firstly generates logistics distribution routes of each logistics vehicle so that each logistics vehicle carries out logistics distribution according to the corresponding route, wherein when each logistics vehicle carries out logistics distribution according to the corresponding logistics distribution route, the positioning and monitoring equipment arranged on the logistics vehicle can be used for acquiring vehicle positioning information, cargo monitoring video and carriage temperature and humidity information in real time, and sending the information to the logistics platform in real time, and the logistics platform can be used for generating all-link logistics visual information of each logistics vehicle to a user side according to the informati