Private transport capacity pool construction method, system and device
By calculating the capacity procurement index of new users and storing their information into the capacity pool, the problem of limited funds and selection scope of logistics companies in capacity procurement is solved, and the capacity selection and reduction of capacity pools is achieved without a large amount of investment is achieved. risk.
Patent Information
- Application Number
- CN202411406520.2
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-09
- Publication Date
- 2024-12-27
AI Technical Summary
When building a private capacity pool, logistics companies face problems such as insufficient funds, limited driver trust value and limited capacity procurement scope, resulting in high risk of capacity procurement and limited choices.
By identifying the target vehicle information and historical transportation route information of new users, calculating vehicle and route competition scores, determining capacity procurement index, and storing new user information into the existing capacity pool according to preset rules, increasing external capacity absorption channels, and reducing the cost of Funding for buying vehicles and hiring drivers.
It has achieved the ability to absorb external transportation capacity without investing a large amount of money, expand the range of transportation capacity selection, reduce the risk of transportation capacity procurement, and avoid the problem of insufficient transportation capacity.
Smart Images
Figure CN119204828A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of logistics and transportation technology, and in particular to a method, system and device for constructing a private transportation capacity pool. Background Art
[0002] The term "capacity" is often used to describe capabilities and resources in the field of logistics or transportation. Capacity is used to describe the transportation capabilities of an organization, company or system, usually including the number and capacity of transportation personnel and transportation tools (such as trucks, ships, airplanes, etc.).
[0003] At present, in addition to investing in the purchase of transportation tools and recruiting transportation personnel, logistics companies will also screen and absorb experienced drivers with long-term cooperation and high transportation satisfaction to form their own private transportation pool to cope with the situation of large orders and untimely transportation dispatch. However, logistics companies may be burdened with borrowing and loans to purchase transportation capacity, and cannot afford to have no business for a long time. The purchased transportation capacity is small and the risk is high. In addition, the transportation capacity is purchased based on the trust value of the driver, which limits the range of transportation capacity selection. Summary of the invention
[0004] In order to solve the technical problems existing in the background technology, the present invention proposes a method, system and device for constructing a private capacity pool, which solves the problem that the current private capacity pool procurement of logistics companies is limited by funds and driver trust value, and the capacity procurement strength and selection range are limited.
[0005] The present invention proposes a method for constructing a private transportation capacity pool, comprising:
[0006] During the capacity dispatch process, new users are identified and their target vehicle information and historical transportation route information are obtained;
[0007] Obtain the initial number of vehicles with the same model as the target vehicle in the existing capacity pool and the corresponding response speed, and analyze and obtain the vehicle competition score of the new user;
[0008] Obtain the transportation route data corresponding to the initial vehicle of the same model as the target vehicle in the existing transportation capacity pool, and analyze the route competition score of the new user in combination with the historical transportation route information;
[0009] Determining a capacity purchasing index for the new user based on the vehicle competition score and the route competition score;
[0010] If the capacity purchasing index meets the preset rules, the new user information is stored in the existing capacity pool.
[0011] As a further improvement of the present invention, the vehicle competition score of the new user obtained by analyzing further comprises:
[0012] Obtain the idle rate of the initial vehicles with the same model as the target vehicle in the existing transport capacity pool within the set transport capacity scheduling period;
[0013] According to the initial number of vehicles and the corresponding response speed and idle rate, the saturation of the target vehicle model in the existing transportation capacity pool is determined.
[0014] As a further improvement of the present invention, the process of analyzing the historical transportation routes to obtain the route competition score of the new user also includes:
[0015] The historical transportation route information includes the transportation route, transportation times and transportation duration;
[0016] Determine the distribution of frequently-used routes and route stability of new users based on the historical transportation route information;
[0017] Determine the existing business route distribution based on the transportation route data corresponding to the initial vehicle, and analyze the matching degree between the new user's frequently used route distribution and the existing business route distribution;
[0018] Comprehensively determine the route competition score for new users.
[0019] As a further improvement of the present invention, it also includes: obtaining customer feedback information of new users, analyzing and obtaining after-sales scores of new users, and determining the capacity purchasing index of new users according to the vehicle competition score, route competition score and after-sales score.
[0020] As a further improvement of the present invention, if the transport capacity purchasing index meets the preset rule, storing the new user information into the existing transport capacity pool includes:
[0021] When the vehicle competition score of the new user is higher than the initial vehicle competition threshold of the existing capacity pool, and the route competition score is higher than the initial vehicle route competition threshold of the existing capacity pool;
[0022] Determine whether the new user meets the preset rules, obtain the new user's vehicle information and driver information, and bundle and store them in the existing transportation capacity pool.
[0023] As a further improvement of the present invention, during the capacity dispatching process, if the order and the target vehicle are completed, it is identified whether the driver of the target vehicle is a new user, and if so, the new user information is obtained and stored in the existing capacity pool.
[0024] The present invention also proposes a private transportation capacity pool construction system, comprising:
[0025] The acquisition module is used to identify new users during the capacity scheduling process and obtain the target vehicle information and historical transportation route information of the new users;
[0026] The vehicle competition analysis module is used to obtain the initial number of vehicles with the same model as the target vehicle in the existing capacity pool and the corresponding response speed, and analyze the vehicle competition score of the new user;
[0027] Route competition analysis module, used to obtain the transportation route data corresponding to the initial vehicle of the same model as the target vehicle in the existing transportation capacity pool, and analyze the route competition score of the new user in combination with the historical transportation route information;
[0028] A capacity index analysis module, used to determine a capacity purchasing index of a new user according to the vehicle competition score and the route competition score;
[0029] The capacity access module is used to store new user information into the existing capacity pool if the capacity procurement index meets the preset rules.
[0030] The present invention also proposes a private capacity pool construction device, including: a memory and a processor, the memory is used to store information including program instructions, the processor is used to control the execution of the program instructions, and the program instructions implement the above-mentioned private capacity pool construction method when loaded and executed by the processor.
[0031] Beneficial effects:
[0032] During capacity scheduling, the present invention detects a new user, obtains the target vehicle information and historical transportation route information of the new user, further obtains the initial number of vehicles with the same model as the target vehicle in the existing capacity pool, and the response speed of the initial vehicle in the capacity scheduling process, thereby determining the vehicle competition score of the new user, and further analyzing the route competition score of the new user according to the historical transportation route information and the transportation route data of the same model in the existing capacity pool, and comprehensively determines the capacity purchasing index of the new user relative to the existing capacity pool from two aspects of vehicle model and transportation route, and finally stores the new user information in the existing capacity pool according to the capacity purchasing index in accordance with the preset rules, thereby increasing the opportunities and channels for the existing capacity pool to absorb external capacity, and the logistics company absorbs new users who have not joined the private capacity pool from the outside without investing funds in purchasing vehicles and recruiting drivers, thereby avoiding the problem of small and limited capacity purchased from old users. BRIEF DESCRIPTION OF THE DRAWINGS
[0033] Figure 1 The present invention provides a flowchart of a method for constructing a private transport capacity pool. DETAILED DESCRIPTION
[0034] like Figure 1 As shown, Figure 1 A flowchart of a method for building a private transportation capacity pool according to an embodiment of the present invention;
[0035] Reference Figure 1 , a method for constructing a private transportation capacity pool proposed in an embodiment of the present invention includes:
[0036] S10: A new user is identified during the capacity dispatch process, and the target vehicle information and historical transportation route information of the new user are obtained;
[0037] The new user refers to a driver who is not stored in the existing capacity pool / private capacity pool of the logistics company. The target vehicle information usually includes the vehicle model, carrying space, carrying weight, etc.
[0038] S20: Obtain the initial number of vehicles with the same model as the target vehicle in the existing transport capacity pool and the corresponding response speed, and analyze and obtain the vehicle competition score of the new user;
[0039] As a preferred embodiment, the vehicle competition score of the new user obtained by analyzing further comprises:
[0040] Obtain the idle rate of the initial vehicles with the same model as the target vehicle in the existing transport capacity pool within the set transport capacity scheduling period;
[0041] According to the initial number of vehicles and the corresponding response speed and idle rate, the saturation of the target vehicle model in the existing transportation capacity pool is determined.
[0042] The response speed refers to the time it takes for the initial vehicle to request to transport the order to be transported, which indirectly reflects whether the initial vehicles of the same model as the target vehicle in the existing capacity pool are saturated or in short supply. During the capacity scheduling process, some orders are difficult to match with qualified transport vehicles. There may be a regional shortage of transport vehicle models, or the qualified transport vehicles in the existing capacity pool of the logistics company have received other transport tasks and there are no spare transport vehicles.
[0043] During the capacity scheduling process, some orders may be compatible with different types of models, and there are many vehicles of the same model, resulting in a single order requesting a large number of transport vehicles. The corresponding number of vehicle models is saturated, and the existing capacity pool can choose not to add the new user.
[0044] The idle rate may refer to the fact that the initial vehicles of the same model as the target vehicle in the existing transport capacity pool have not undertaken any transport tasks within a set period, and it may also indirectly reflect whether the number of vehicles of this model is saturated.
[0045] S30: Obtaining the transportation route data corresponding to the initial vehicle of the same model as the target vehicle in the existing transportation capacity pool, and analyzing the historical transportation route information to obtain the route competition score of the new user;
[0046] As a preferred embodiment, the process of analyzing the historical transportation routes to obtain the route competition score of the new user further includes:
[0047] The historical transportation route information includes the transportation route, transportation times and transportation duration;
[0048] Determine the distribution of frequently-used routes and route stability of new users based on the historical transportation route information;
[0049] Determine the existing business route distribution based on the transportation route data corresponding to the initial vehicle, and analyze the matching degree between the new user's frequently used route distribution and the existing business route distribution;
[0050] Comprehensively determine the route competition score for new users.
[0051] The transportation capacity of new users can be analyzed based on historical transportation route information, including the transportation areas frequently visited by new users and the transportation routes they are proficient in based on transportation routes and transportation times. Since transportation routes vary in length, the stability of new users' routes can be further analyzed in combination with transportation time, and it can also be analyzed whether new users are suitable for long-distance or short-distance transportation.
[0052] S40: Determine a capacity purchasing index of the new user according to the vehicle competition score and the route competition score;
[0053] As a preferred embodiment, it also includes: obtaining customer feedback information of new users, analyzing and obtaining after-sales scores of new users, and determining a capacity purchasing index of the new users according to the vehicle competition score, route competition score and after-sales score.
[0054] New users register on the transportation management platform of the logistics company, and are not absorbed into the private transportation pool by the logistics company. The transportation management platform stores the freight order information issued by the new user's transportation logistics company. The construction of the existing transportation pool / private transportation pool can be carried out in real time, or new users can be absorbed within a set period.
[0055] S50: If the transport capacity purchasing index meets the preset rules, the new user information is stored in the existing transport capacity pool.
[0056] As a preferred embodiment, if the transport capacity purchasing index meets the preset rules, storing the new user information into the existing transport capacity pool includes:
[0057] When the vehicle competition score of the new user is higher than the initial vehicle competition threshold of the existing capacity pool, and the route competition score is higher than the initial vehicle route competition threshold of the existing capacity pool;
[0058] Determine whether the new user meets the preset rules, obtain the new user's vehicle information and driver information, and bundle and store them in the existing transportation capacity pool.
[0059] As a preferred embodiment, during the capacity dispatch process, if the order and the target vehicle are completed, it is identified whether the driver of the target vehicle is a new user. If so, the new user information is obtained and stored in the existing capacity pool.
[0060] During the capacity scheduling process, the target vehicle and order matching response speed is very fast, and there is no time to analyze the capacity purchasing index of the new user. If the target vehicle and the order are successfully matched, the new user can be directly included in the private capacity pool.
[0061] Based on the same inventive concept, this embodiment also proposes a private capacity pool construction system, including:
[0062] The acquisition module is used to identify new users during the capacity scheduling process and obtain the target vehicle information and historical transportation route information of the new users.
[0063] The vehicle competition analysis module is used to obtain the initial number of vehicles with the same model as the target vehicle in the existing capacity pool and the corresponding response speed, and analyze the vehicle competition score of the new user;
[0064] As a preferred embodiment, the route competition analysis module is also used for:
[0065] Obtain the idle rate of the initial vehicles with the same model as the target vehicle in the existing transport capacity pool within the set transport capacity scheduling period;
[0066] According to the initial number of vehicles and the corresponding response speed and idle rate, the saturation of the target vehicle model in the existing transportation capacity pool is determined.
[0067] Route competition analysis module, used to obtain the transportation route data corresponding to the initial vehicle of the same model as the target vehicle in the existing transportation capacity pool, and analyze the route competition score of the new user in combination with the historical transportation route information;
[0068] As a preferred embodiment, the route competition analysis module is also used for the historical transportation route information including the transportation route, transportation times and transportation duration;
[0069] Determine the distribution of frequently-used routes and route stability of new users based on the historical transportation route information;
[0070] Determine the existing business route distribution based on the transportation route data corresponding to the initial vehicle, and analyze the matching degree between the new user's frequently used route distribution and the existing business route distribution;
[0071] Comprehensively determine the route competition score for new users.
[0072] A capacity index analysis module, used to determine a capacity purchasing index of a new user according to the vehicle competition score and the route competition score;
[0073] The capacity access module is used to store new user information into the existing capacity pool if the capacity procurement index meets the preset rules.
[0074] Based on the same inventive concept, this embodiment also proposes a private capacity pool construction device, including: a memory and a processor, the memory is used to store information including program instructions, the processor is used to control the execution of program instructions, and the program instructions are loaded and executed by the processor to implement the above-mentioned private capacity pool construction method.
[0075] It should be noted that the program in the above embodiment can be any combination of one or more programming languages to write program codes for executing the operation of the embodiment of the present application, and the programming language includes object-oriented programming languages, such as Java, C++, etc., and also includes conventional procedural programming languages, such as "C" language or similar programming languages. The program code can be executed completely on the user computing device, partially on the user device, as an independent software package, partially on the user computing device and partially on the remote computing device, or completely on the remote computing device or server.
[0076] Those skilled in the art can clearly understand that for the convenience and simplicity of description, only the division of the above-mentioned functional modules is used as an example for illustration. In actual applications, the above-mentioned functions can be assigned to different functional modules as needed, that is, the internal structure of the device is divided into different functional modules to complete all or part of the functions described above. The specific working process of the device described above can refer to the corresponding process in the aforementioned method embodiment, and will not be repeated here.
[0077] The above description is only a preferred specific implementation manner of the present invention, but the protection scope of the present invention is not limited thereto. Any technician familiar with the technical field can make equivalent replacements or changes according to the technical scheme and inventive concept of the present invention within the technical scope disclosed by the present invention, which should be covered by the protection scope of the present invention.
Claims
1. A method for constructing a private transport capacity pool, characterized in that: include: During the capacity dispatch process, new users are identified and their target vehicle information and historical transportation route information are obtained; Obtain the initial number of vehicles with the same model as the target vehicle in the existing capacity pool and the corresponding response speed, and analyze and obtain the vehicle competition score of the new user; Obtain the transportation route data corresponding to the initial vehicle of the same model as the target vehicle in the existing transportation capacity pool, and analyze the route competition score of the new user in combination with the historical transportation route information; Determining a capacity purchasing index for the new user based on the vehicle competition score and the route competition score; If the capacity purchasing index meets the preset rules, the new user information is stored in the existing capacity pool.
2. A method for constructing a private transportation capacity pool according to claim 1, characterized in that: The vehicle competition score of the new user obtained by the analysis also includes: Obtain the idle rate of the initial vehicles with the same model as the target vehicle in the existing transport capacity pool within the set transport capacity scheduling period; According to the initial number of vehicles and the corresponding response speed and idle rate, the saturation of the target vehicle model in the existing transportation capacity pool is determined.
3. A method for constructing a private transportation capacity pool according to claim 1, characterized in that: The route competition score of the new user obtained by combining the historical transportation route analysis also includes: The historical transportation route information includes the transportation route, transportation times and transportation duration; Determine the distribution of frequently-used routes and route stability of new users based on the historical transportation route information; Determine the existing business route distribution based on the transportation route data corresponding to the initial vehicle, and analyze the matching degree between the new user's frequently used route distribution and the existing business route distribution; Comprehensively determine the route competition score for new users.
4. A method for constructing a private transport capacity pool according to claim 1, characterized in that: Also includes: Customer feedback information of new users is obtained, and after-sales scores of new users are obtained through analysis, and a capacity purchasing index of new users is determined based on the vehicle competition score, route competition score and after-sales score.
5. A method for constructing a private transportation capacity pool according to claim 1, characterized in that: If the capacity purchasing index meets the preset rules, storing the new user information into the existing capacity pool includes: When the vehicle competition score of the new user is higher than the initial vehicle competition threshold of the existing capacity pool, and the route competition score is higher than the initial vehicle route competition threshold of the existing capacity pool; Determine whether the new user meets the preset rules, obtain the new user's vehicle information and driver information, and bundle and store them in the existing transportation capacity pool.
6. A method for constructing a private transport capacity pool according to claim 1, characterized in that: During the capacity dispatch process, if the order and the target vehicle are completed, identify whether the driver of the target vehicle is a new user. If so, obtain the new user information and store it in the existing capacity pool.
7. A private transport capacity pool construction system, characterized in that: include: The acquisition module is used to identify new users during the capacity scheduling process and obtain the target vehicle information and historical transportation route information of the new users; The vehicle competition analysis module is used to obtain the initial number of vehicles with the same model as the target vehicle in the existing capacity pool and the corresponding response speed, and analyze the vehicle competition score of the new user; Route competition analysis module, used to obtain the transportation route data corresponding to the initial vehicle of the same model as the target vehicle in the existing transportation capacity pool, and analyze the route competition score of the new user in combination with the historical transportation route information; A capacity index analysis module, used to determine a capacity purchasing index of a new user according to the vehicle competition score and the route competition score; The capacity access module is used to store new user information into the existing capacity pool if the capacity procurement index meets the preset rules.
8. A device for constructing a private transport capacity pool, characterized in that: include: A memory and a processor, wherein the memory is used to store information including program instructions, and the processor is used to control the execution of the program instructions, wherein the program instructions, when loaded and executed by the processor, implement a method for constructing a private capacity pool as described in any one of claims 1 to 6.