Method, device and equipment for improving warehousing efficiency of courier station and storage medium
By constructing a logistics information data set and automatically supplementing the missing node information, the problem of low efficiency of terminal station entry is solved, and data integrity and efficiency are improved.
Patent Information
- Application Number
- CN202411327182.3
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-23
- Publication Date
- 2025-01-10
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
When the end station enters the package into the warehouse, the scan process is omitted due to equipment problems at the end outlet or the salesperson's missed scanning, resulting in a reduction in the storage efficiency, and some outlets omit the "get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-get-to-
By obtaining the logistics information of express company logistics information, building a logistics information data set, obtaining the package number of the station and extracting scan information, determining whether the node information needs to be transferred, using Redis structure to organize and save data, and using machine learning to complete and denoise data , automatically supplement the missing node information.
It improves the storage efficiency of the terminal station, ensures the integrity of the logistics link, reduces manual re-entry time, and improves data reliability.
Smart Images
Figure CN119294965A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of logistics technology, and in particular to a method, device, equipment and storage medium for improving the warehousing efficiency of a post station. Background Art
[0002] With the rapid growth of the express delivery industry, practitioners are under increasing pressure and facing more and more problems in their daily work. For example, when existing parcels enter the terminal delivery process, the scanning process of "arrival" and "delivery" of the parcels may be missed due to equipment problems at the terminal outlets or omissions by the salesperson. In addition, some outlets omit the "arrival" and "delivery" operations in order to improve the timeliness of their own nodes.
[0003] At present, the superior outlets mainly transfer these scanning links to the downstream terminal stations through delivery fee bundling. The emergence of the above-mentioned missed scanning problems causes the terminal stations to spend extra time to check for omissions and fill in the gaps when the packages are put into storage, which greatly reduces the warehousing efficiency of the terminal stations. Summary of the invention
[0004] In view of the above-mentioned deficiencies in the prior art, the object of the present invention is to provide a method, device, equipment and storage medium for improving the efficiency of post station warehousing, aiming to improve the efficiency of post station warehousing.
[0005] In order to achieve the above object, the present invention adopts the following technical solutions:
[0006] The first aspect of the present invention provides a method for improving the efficiency of post station storage, comprising the following steps:
[0007] Obtain the logistics information of the express company, and construct a logistics information data set based on the logistics information of the express company; obtain the package number of the post station, and extract the scanning information from the logistics information data set based on the package number; obtain the delivery information of the superior network point corresponding to the post station, and determine whether the node information in the scanning information needs to be retransmitted based on the delivery information of the superior network point; when retransmission is required, retransmit the package data related to the node information.
[0008] Optionally, in a first implementation method of the first aspect of the present invention, the step of obtaining the express company's logistics information and constructing a logistics information data set based on the express company's logistics information specifically includes: obtaining the express company's logistics information according to a preset periodic task, extracting logistics data from the express company's logistics information, the logistics data including the package number, scanning point code, scanning clerk code, scanning type and scanning time; preprocessing the logistics data to obtain preprocessed logistics data; and using Redis's set structure to organize and save the preprocessed logistics data to construct the logistics information data set.
[0009] Optionally, in a second implementation manner of the first aspect of the present invention, the step of preprocessing the logistics data to obtain preprocessed logistics data specifically includes: removing data in the logistics data that is not related to package arrival and package delivery according to a preset removal rule to obtain first preprocessed data; judging whether there is missing data in the first preprocessed data according to a preset data template; if so, completing the first preprocessed data using a machine learning-based method to obtain second preprocessed data; and transforming and denoising the second preprocessed data to obtain preprocessed logistics data.
[0010] Optionally, in a third implementation method of the first aspect of the present invention, the step of removing data irrelevant to package arrival and package delivery in the logistics data according to a preset removal rule to obtain the first preprocessed data specifically includes: establishing a data list related to package arrival and package delivery, and using a filtering function to remove data irrelevant to the data list in the logistics data to obtain filtered data; obtaining the delivery address information of each package in the filtered data, and obtaining the delivery geographical location coordinates corresponding to the delivery address; obtaining the service range of the post station, and comparing multiple delivery address location coordinates with the service range of the post station respectively to remove the package data in the filtered data that exceeds the service range of the post station to obtain the first preprocessed data.
[0011] Optionally, in a fourth implementation method of the first aspect of the present invention, the step of organizing and saving the pre-processed logistics data using the set structure of Redis to construct the logistics information data set specifically includes: obtaining the package number in the pre-processed logistics data, using the package number as the key and other fields in the pre-processed logistics data as the value, and associating the value with the key through the SET structure; saving the value and the key in Redis to construct the logistics information data set; setting a validity period for each pre-processed logistics data, and expiring and eliminating the logistics information data set according to the set validity period.
[0012] Optionally, in a fifth implementation of the first aspect of the present invention, the step of obtaining the superior outlet delivery information corresponding to the post station, and judging whether the node information in the scan information needs to be retransmitted based on the superior outlet delivery information, specifically includes: obtaining the superior outlet delivery information corresponding to the post station, the superior outlet delivery information including the superior outlet code and the superior outlet delivery clerk code; binding the post station, the superior outlet code and the superior outlet delivery clerk code; judging whether the node information in the scan information needs to be retransmitted based on the post station, the superior outlet code and the superior outlet delivery clerk code.
[0013] Optionally, in a sixth implementation manner of the first aspect of the present invention, when supplementary transmission is required, the package data related to the node information is supplemented, specifically including: if the scanned information lacks the arrival information and the delivery information corresponding to the upper-level branch network code and the upper-level branch delivery clerk code, the arrival information is supplemented first and the delivery information is supplemented in sequence; if the scanned information contains the delivery information and only the arrival information is missing, no supplementary transmission is performed; if the scanned information contains the arrival information and only the delivery information is missing, the delivery information is supplemented; if the scanned information includes the received information, the abnormal received information or the returned information, no supplementary transmission is performed.
[0014] The second aspect of the present invention provides a device for improving the warehousing efficiency of a post station, comprising: an acquisition module, used to acquire the logistics information of an express company, and to construct a logistics information data set based on the logistics information of the express company; an extraction module, used to acquire the package number of the post station, and to extract scanning information from the logistics information data set based on the package number; a judgment module, used to acquire the delivery information of the superior network point corresponding to the post station, and to judge whether the node information in the scanning information needs to be retransmitted based on the delivery information of the superior network point; a retransmission module, used to retransmit the package data related to the node information when retransmission is required.
[0015] Optionally, in a first implementation method of the second aspect of the present invention, the acquisition module includes: an extraction sub-module, used to obtain the express company's logistics information according to a preset periodic task, and extract logistics data from the express company's logistics information, the logistics data including the package number, scanning outlet code, scanning clerk code, scanning type and scanning time; a preprocessing sub-module, used to preprocess the logistics data to obtain preprocessed logistics data; a storage sub-module, used to organize and save the preprocessed logistics data using the set structure of Redis to construct the logistics information data set.
[0016] Optionally, in a second implementation of the second aspect of the present invention, the preprocessing submodule includes: a correction unit, used to remove data in the logistics data that is not related to package arrival and package delivery according to a preset removal rule, to obtain first preprocessed data; a judgment unit, used to judge whether there is missing data in the first preprocessed data according to a preset data template; a completion unit, used to complete the first preprocessed data using a machine learning-based method if there is missing data, to obtain second preprocessed data; and a promotion unit, used to transform and denoise the second preprocessed data to obtain preprocessed logistics data.
[0017] Optionally, in a third implementation method of the second aspect of the present invention, the correction unit includes: a filtering subunit, used to establish a data list related to package arrival and package delivery, and use a filtering function to remove data in the logistics data that is not related to the data list to obtain filtered data; an acquisition subunit, used to obtain the delivery address information of each package in the filtered data, and obtain the delivery geographical location coordinates corresponding to the delivery address; a removal subunit, used to obtain the service range of the post station, and compare multiple delivery address location coordinates with the service range of the post station respectively to remove the package data in the filtered data that exceeds the service range of the post station to obtain the first preprocessed data.
[0018] Optionally, in a fourth implementation method of the second aspect of the present invention, the storage submodule includes: an association unit, used to obtain the package number in the preprocessed logistics data, using the package number as the key and other fields in the preprocessed logistics data as the value, and associating the value with the key through a SET structure; a construction unit, used to save the value and the key in Redis to construct the logistics information data set; and an elimination unit, used to set a validity period for each preprocessed logistics data, and perform expired elimination processing on the logistics information data set according to the set validity period.
[0019] Optionally, in a fifth implementation of the second aspect of the present invention, the judgment module includes: an acquisition sub-module, used to acquire the superior outlet delivery information corresponding to the post station, the superior outlet delivery information including the superior outlet code and the superior outlet delivery clerk code; a binding sub-module, used to bind the post station, the superior outlet code and the superior outlet delivery clerk code; a judgment sub-module, used to judge whether the node information in the scanned information needs to be retransmitted based on the post station, the superior outlet code and the superior outlet delivery clerk code.
[0020] The third aspect of the present invention provides a device for improving the efficiency of post station warehousing, comprising a memory and at least one processor, wherein the memory stores computer-readable instructions; the at least one processor calls the computer-readable instructions in the memory to execute the various steps of the method for improving the efficiency of post station warehousing as described above.
[0021] A fourth aspect of the present invention provides a computer-readable storage medium having computer-readable instructions stored thereon. When the computer-readable instructions are executed by a processor, the various steps of the method for improving the warehousing efficiency of a post station as described above are implemented.
[0022] Beneficial effects: The present invention provides a method for improving the efficiency of post station warehousing, which first obtains the logistics information of the express company and constructs a logistics information data set based on the logistics information of the express company; then obtains the parcel number of the post station and extracts the scanning information from the logistics information data set based on the parcel number; then obtains the delivery information of the superior network point corresponding to the post station, and determines whether the node information in the scanning information needs to be re-transmitted based on the delivery information of the superior network point; finally, when it is determined that re-transmission is needed, the parcel data related to the node information is re-transmitted. Through the method of the present invention, when the terminal post station enters the warehouse, the system can automatically supplement and upload the node information that was missed, thereby improving the warehousing efficiency of the terminal post station and ensuring the integrity of each logistics link. BRIEF DESCRIPTION OF THE DRAWINGS
[0023] Figure 1 A first flow chart of a method for improving the efficiency of post station storage provided by an embodiment of the present invention;
[0024] Figure 2 A second flow chart of the method for improving the efficiency of post station storage provided by an embodiment of the present invention;
[0025] Figure 3 A third flow chart of the method for improving the efficiency of post station storage provided by an embodiment of the present invention;
[0026] Figure 4 A fourth flow chart of a method for improving the efficiency of post station storage provided by an embodiment of the present invention;
[0027] Figure 5 A fifth flow chart of the method for improving the efficiency of post station storage provided by an embodiment of the present invention;
[0028] Figure 6 A sixth flow chart of the method for improving the efficiency of post station storage provided by an embodiment of the present invention;
[0029] Figure 7 A seventh flow chart of a method for improving the efficiency of post station storage provided by an embodiment of the present invention;
[0030] Figure 8 A schematic diagram of a structure of a device for improving the efficiency of post station storage provided by an embodiment of the present invention;
[0031] Fig. 9 Another structural schematic diagram of a device for improving the efficiency of post station storage provided by an embodiment of the present invention;
[0032] Fig.10 A schematic diagram of the structure of a device for improving the warehousing efficiency of a post station provided in an embodiment of the present invention. DETAILED DESCRIPTION
[0033] The embodiments of the present invention provide a method, device, equipment and storage medium for improving the warehousing efficiency of a post station. The present invention first obtains the logistics information of the express company, and constructs a logistics information data set with information that is authentic and accurate; then obtains the package number of the post station, and extracts scanning information from the logistics information data set according to the package number, thereby obtaining information related to the post station package; after obtaining the delivery information of the superior network point corresponding to the post station, the scanning information is judged in combination with the delivery information of the superior network point, and the node information that is missed by the scanning information can be effectively judged, so that the missed node information can be automatically supplemented, thereby improving the warehousing efficiency of the post station's packages.
[0034] The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments described herein can be implemented in an order other than that illustrated or described herein. In addition, the terms "including" or "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.
[0035] For ease of understanding, the specific process of the embodiment of the present invention is described below. Figure 1 The first embodiment of the method for improving the efficiency of post station storage in the embodiment of the present invention includes:
[0036] S101. Obtain logistics information of the courier company, and construct a logistics information data set based on the logistics information of the courier company;
[0037] The logistics information of express delivery companies comes from actual logistics operations. The data obtained through these channels are relatively direct, with strong data integrity and authenticity. After being processed by business processing personnel, they have complete characteristics and are an important data source for typical event mining. In this embodiment, logistics information can be obtained through the logistics tracking system, API document or interface of the cooperating express company. This logistics information includes: express order number, current status (such as collected, in transit, in delivery, signed for, etc.), location (city or specific site), estimated delivery time, business processing personnel at the node, node time, etc.
[0038] S102. Obtain the parcel number of the post station, and extract the scanning information from the logistics information data set according to the parcel number;
[0039] The parcel tracking number of the post station is accurate information in the logistics link, reflecting that the package has arrived at the post station. By obtaining the parcel tracking number of the post station, the scanning information related to the parcel of the post station can be extracted from the logistics information dataset.
[0040] In specific operations, when the post station enters the warehouse, the system scans the waybill information, and then extracts the parcel number based on the barcode recognition result of the waybill. At this time, the post station number is bound to the parcel number. When obtaining the parcel number of the post station, the corresponding data can be obtained through the post station number, warehouse entry time, etc. Specifically, the scan information refers to the information scanned at each operation node, such as scanning information during collection, transportation scanning information, arrival scanning information, and delivery scanning information.
[0041] S103. Obtain the delivery information of the superior outlet corresponding to the post station, and determine whether the node information in the scan information needs to be retransmitted according to the delivery information of the superior outlet;
[0042] The delivery information of the superior outlets is valid information from the express company. The information is highly complete and includes information from each node. By judging whether the package information arriving at the post station is consistent with the information of the superior outlets, it is possible to accurately find out whether the scanning information is missing. For example, the scanning information lacks the scanning information of the arrival node, while the superior outlet information already has the corresponding business processing personnel information, arrival time information, the post station where the arrival is located, the package status and other data. The actual status of the package can be judged based on the package status and other data. Specifically, when the superior outlet information records that the package is in the arrival status, and records the post station where the arrival is located, the business processing personnel information and the arrival time, but the arrival scanning information is missing in the scanning information, it is judged that the arrival scanning information is missing.
[0043] S104. When supplementary transmission is required, supplementary transmission is performed on the package data related to the node information. The superior network point information has specifically recorded the information of the business processing personnel corresponding to the package, the arrival time information, the post station where the package is located, the package status and other data. When the node information in the scanning information is missing, it can be supplemented according to the data in the superior network point information. For example, the package lacks the arrival scanning information, and the arrival scanning information includes the arrival time, the name, number, and contact number of the person handling the package. And according to the data recorded in the superior network point information, the arrival scanning information can be supplemented. By using the accurate and effective data from the superior network point information to automatically complete the incoming package information of the terminal post, there is no need to manually supplement one by one, which can improve the efficiency of warehousing and ensure the reliability of the data.
[0044] The present invention discloses a method for improving the warehousing efficiency of a post station. The method for improving the warehousing efficiency of the post station automatically obtains scanning information in the logistics information of the express company, judges whether the scanning information of the package omits the scanned node information, and when it is judged that it is omitted, the node information is supplemented by combining the delivery information of the superior network point, so that the automatic supplement of the warehousing information of the post station can be realized, thereby greatly improving the warehousing efficiency of the post station.
[0045] See also Figure 2 , the second embodiment of the method for improving the efficiency of post station storage in the embodiment of the present invention includes:
[0046] S201. Obtaining the logistics information of the courier company according to the preset regular tasks, extracting the logistics data from the logistics information of the courier company, the logistics data including the parcel number, the scanning point code, the scanning clerk code, the scanning type and the scanning time;
[0047] Specifically, the preset periodic task may be to obtain the logistics information of the express company every day, or to obtain the logistics information of the express company multiple times a day, to ensure that the data can be updated in a timely manner.
[0048] S202. Preprocessing the logistics data to obtain preprocessed logistics data;
[0049] Specifically, the preprocessing steps may include data cleaning (such as removing invalid data), data conversion (such as time format conversion), data completion, data merging or segmentation (such as combining or splitting scanning outlets and salesperson information into more specific fields), data noise reduction, etc., to ensure the consistency of data quality and structure.
[0050] S203. Use the set structure of Redis to organize and save the pre-processed logistics data to construct the logistics information data set.
[0051] Redis's set structure is suitable for storing unique, unordered data sets, and can be used to store information such as order numbers and outlet codes in logistics data to ensure efficient access and management of data. The execution of these steps will help build an effective logistics information data set, which can be further used for analysis, query and other related purposes, improving the efficiency and accuracy of data management and utilization.
[0052] See also Figure 3 The third embodiment of the method for improving the efficiency of post station storage in the embodiment of the present invention includes:
[0053] S301. Remove data irrelevant to package arrival and package delivery in the logistics data according to a preset removal rule to obtain first pre-processed data;
[0054] Specifically, logistics data includes a large amount of data, such as parcel sending information, parcel collection information, information generated during transportation, transportation driver information, truck license plate, etc. The above information is all irrelevant to parcel arrival and parcel delivery. If the above data is not removed, it will affect the system's data processing efficiency and increase unnecessary storage space.
[0055] For example, the removal rule may be to retain information with certain characters or fields, such as retaining characters or field information related to package arrival and package delivery, such as "arrival time", "delivery time", "package number", "station name", "station number", "delivery person number", "delivery person name", etc. In the removal rule, the characters or field information to be retained or removed can be selected according to the characters or field information in the logistics information data set and preset in advance.
[0056] S302. Determine whether there is missing data in the first preprocessed data according to a preset data template;
[0057] Specifically, in order to determine whether there is missing data in the first preprocessed data, a standard data template can be set in advance. The first preprocessed data must have all the data in the standard data template, otherwise it is deemed that there is missing data; by presetting the data template, the judgment efficiency can be improved and the accuracy of the judgment can be ensured.
[0058] S303. If so, use a machine learning-based method to complete the first preprocessed data to obtain second preprocessed data;
[0059] Using machine learning-based methods to complete data can more accurately select target data from multiple disordered characters or fields. For example, when a post station enters the warehouse, the "deliveryman" information needs to be supplemented with the scanned information. Although there is relevant information in the delivery information of the superior outlets, it may be recorded in the form of "delivery clerk". The two expressions are inconsistent. By using machine learning-based methods to complete data, relevant information data can be accurately identified and selected for use in completion.
[0060] S304. Transform and denoise the second preprocessed data to obtain preprocessed logistics data.
[0061] Convert words to their stem form or original form to reduce vocabulary diversity. This helps reduce data complexity and improve the generalization ability of the model. After conversion, it is easy to perform denoising. In logistics data, noise data may be generated due to data transmission errors, human errors, or equipment failures. De-noising can reduce the adverse effects of noise data on subsequent data use.
[0062] See also Figure 4 The fourth embodiment of the method for improving the efficiency of post station storage in the embodiment of the present invention includes:
[0063] S401. Establish a data list related to parcel arrival and parcel delivery, and use a filtering function to remove data in the logistics data that is not related to the data list to obtain filtered data;
[0064] Specifically, the list of data related to parcel delivery and parcel dispatch usually includes: parcel waybill number, scanning outlet code, scanning clerk code, scanning type, scanning time, etc. Data not related to parcel delivery and parcel dispatch, such as pickup clerk code and intermediate transport vehicle information, will be filtered out.
[0065] S402. Obtain the delivery address information of each package in the filtered data, and obtain the delivery geographical location coordinates corresponding to the delivery address;
[0066] Based on the delivery address information of the package, the corresponding delivery geographical location coordinates, that is, the specific longitude and latitude, can be obtained. By converting it into longitude and latitude data, it can be facilitated for subsequent comparison with the service scope of the post station.
[0067] S403. Obtain the service range of the post station, compare the coordinates of multiple delivery addresses and the service range of the post station respectively, so as to remove the package data exceeding the service range of the post station in the filtered data, and obtain the first pre-processed data.
[0068] If the service range of a post station is determined by a service radius, then the service range of the post station can be calculated based on the longitude and latitude of the post station's geographical location and the service radius of the post station. If the service range of a post station is determined by a local administrative area, it can be calculated based on the corresponding longitude and latitude range of the local administrative area. By comparing the longitude and latitude range of the post station's service with the coordinates of the geographical location of the recipient, the package data that exceeds the post station's service range can be accurately identified. For packages that are not within the service range, it is usually caused by human errors during delivery by the courier company. The express company needs to retrieve the package and send it back to the designated post station. Therefore, the post station does not need to automatically process the package for warehousing.
[0069] See also Figure 5 The fifth embodiment of the method for improving the efficiency of post station storage in the embodiment of the present invention includes:
[0070] S501. Obtain the parcel number in the pre-processed logistics data, use the parcel number as the key, use other fields in the pre-processed logistics data as the value, and associate the value with the key through a SET structure;
[0071] Each time a package is scanned, the scan data generates a value. The SET structure can associate and organize values with the same key. When you need to find and call related scan information by the package number later, you can find and call all values under the key of the package number.
[0072] S502. Save the value and key in Redis to construct the logistics information data set;
[0073] S503. Set a validity period for each pre-processed logistics data set, and perform expired elimination processing on the logistics information data set according to the set validity period.
[0074] The validity period of logistics data can be set to 3 to 4 months. Express parcels are basically delivered within 2 months. After the parcel is delivered and received, the process ends. By eliminating expired data, storage space can be freed up and the system's operating efficiency can be prevented from being affected by excessive data volume.
[0075] See also Figure 6 The sixth embodiment of the method for improving the efficiency of post station storage in the embodiment of the present invention includes:
[0076] S601. Get the delivery information of the superior outlet corresponding to the post station, the superior outlet delivery information includes the superior outlet code and the superior outlet delivery clerk code;
[0077] The delivery information of the superior outlets is the real and valid data from the cooperating express delivery companies, which specifically includes the information of the outlets delivering the packages to each terminal station, such as the code of the superior outlet delivery clerk responsible for the delivery and the superior outlet code corresponding to each terminal station.
[0078] S602. Bind the post station, the superior branch code and the superior branch dispatch salesperson code;
[0079] S603. Determine whether the node information in the scanned information needs to be retransmitted based on the post station, the upper-level network point code and the upper-level network point delivery clerk code.
[0080] Under normal circumstances, when the post station scans the parcel upon entry, the scanned information of the parcel arrival or delivery will appear, which will include the parcel waybill number, scanning outlet code, scanning clerk code, scanning type, scanning time, etc. If the scanned information lacks the corresponding necessary information, it is judged that it needs to be re-transmitted.
[0081] See also Figure 7 The seventh embodiment of the method for improving the efficiency of post station storage in the embodiment of the present invention includes:
[0082] S701. If the scanned information lacks the arrival information and delivery information corresponding to the superior branch code and the superior branch delivery clerk code, the arrival information is transmitted first and then the delivery information is transmitted in order;
[0083] S702. If the scanned information contains the delivery information and only the arrival information is missing, no supplementary transmission is performed;
[0084] If the scanned information already contains delivery information and only the arrival information is missing, there is no need to re-transmit it. The parcel with delivery information already meets the requirements for warehousing.
[0085] S703. If the scanned information contains the arrival information and only the delivery information is missing, the delivery information is transmitted;
[0086] S704. If the scanned information includes received information, abnormal received information or returned information, no retransmission is performed.
[0087] For parcels whose scanned information includes signed-for information, abnormal signed-for information or returned information, they are considered abnormal parcels and are not eligible for storage at the post station. They need to be processed and retrieved by the superior outlets.
[0088] In this embodiment, the parcels that are detected to have missed scanning and need to be supplemented with "arrival" or "delivery" are put into the supplementary transmission message queue and supplemented according to the operation order node. During the supplementary transmission, data is supplemented according to the bound superior network point information. The supplementary transmission data fields include: parcel waybill number, scanning network point code, scanning clerk code, scanning type, scanning time, etc. Specifically, if the scanning clerk number needs to be supplemented, the superior network point delivery clerk code in the superior network point information is selected for supplementary transmission. If the scanning network point code needs to be supplemented, the terminal station code recorded in the superior network point information is selected for supplementary transmission.
[0089] The above describes the method for improving the efficiency of post station storage in the embodiment of the present invention. The following describes the device for improving the efficiency of post station storage in the embodiment of the present invention. Figure 8 In one embodiment of the present invention, a device for improving the efficiency of post station storage includes:
[0090] An acquisition module 10 is used to acquire logistics information of the express company and construct a logistics information data set according to the logistics information of the express company;
[0091] An extraction module 20, used to obtain the parcel number of the post station, and extract the scanning information from the logistics information data set according to the parcel number;
[0092] The judgment module 30 is used to obtain the upper-level network point delivery information corresponding to the post station, and judge whether the node information in the scan information needs to be retransmitted according to the upper-level network point delivery information;
[0093] The supplementary transmission module 40 is used to supplement the transmission of the package data related to the node information when supplementary transmission is needed.
[0094] See also Fig. 9 In one embodiment of the present invention, a device for improving the efficiency of post station storage includes:
[0095] An acquisition module 10 is used to acquire logistics information of the express company and construct a logistics information data set according to the logistics information of the express company;
[0096] An extraction module 20, used to obtain the parcel number of the post station, and extract the scanning information from the logistics information data set according to the parcel number;
[0097] The judgment module 30 is used to obtain the upper-level network point delivery information corresponding to the post station, and judge whether the node information in the scan information needs to be retransmitted according to the upper-level network point delivery information;
[0098] A supplementary transmission module 40, used for supplementary transmission of the package data related to the node information when supplementary transmission is needed;
[0099] In this embodiment, the acquisition module 10 includes:
[0100] The extraction submodule 11 is used to obtain the logistics information of the express company according to the preset periodic task, and extract the logistics data from the logistics information of the express company, wherein the logistics data includes the parcel number, the scanning outlet code, the scanning clerk code, the scanning type and the scanning time;
[0101] A preprocessing submodule 12 is used to preprocess the logistics data to obtain preprocessed logistics data;
[0102] The storage submodule 13 is used to organize and save the pre-processed logistics data using the set structure of Redis to construct the logistics information data set;
[0103] In this embodiment, the preprocessing submodule 12 includes:
[0104] The correction unit 121 is used to remove data irrelevant to the arrival of the package and the delivery of the package in the logistics data according to a preset removal rule to obtain first pre-processed data;
[0105] A judging unit 122, configured to judge whether there is missing data in the first pre-processed data according to a preset data template;
[0106] A completion unit 123 is used to complete the first pre-processed data using a machine learning-based method to obtain second pre-processed data if there is missing data;
[0107] A boosting unit 124, configured to transform and denoise the second pre-processed data to obtain pre-processed logistics data;
[0108] In this embodiment, the correction unit 121 includes:
[0109] The filtering subunit 1211 is used to establish a data list related to the arrival of packages and the delivery of packages, and to remove data irrelevant to the data list from the logistics data by using a filtering function to obtain filtered data;
[0110] The acquisition subunit 1212 is used to acquire the delivery address information of each package in the filtering data, and acquire the delivery geographical location coordinates corresponding to the delivery address;
[0111] The removal subunit 1213 is used to obtain the service range of the post station, compare the location coordinates of multiple delivery addresses with the service range of the post station respectively, so as to remove the package data exceeding the service range of the post station in the filtered data, and obtain the first pre-processed data;
[0112] In this embodiment, the storage submodule 13 includes:
[0113] An associating unit 131 is used to obtain a parcel number in the preprocessed logistics data, use the parcel number as a key, use other fields in the preprocessed logistics data as a value, and associate the value with the key through a SET structure;
[0114] A construction unit 132, used to save the value and key in Redis to construct the logistics information data set;
[0115] The elimination unit 133 is used to set a validity period for each pre-processed logistics data set, and perform expired elimination processing on the logistics information data set according to the set validity period;
[0116] In this embodiment, the judging module 30 includes:
[0117] The acquisition submodule 31 is used to acquire the upper-level outlet delivery information corresponding to the post station, and the upper-level outlet delivery information includes the upper-level outlet code and the upper-level outlet delivery clerk code;
[0118] The binding submodule 32 is used to bind the post station, the upper-level outlet code and the upper-level outlet dispatching salesperson code;
[0119] The judgment submodule 33 is used to judge whether the node information in the scan information needs to be retransmitted according to the post station, the upper-level network point code and the upper-level network point delivery clerk code.
[0120] The device for improving the warehousing efficiency of the post station provided by the present invention obtains the logistics information of the express company according to a preset procedure, and constructs a logistics information data set according to the logistics information of the express company; after the package number of the post station is automatically obtained, the scanning information can be extracted from the logistics information data set according to the package number; in addition, the device for improving the warehousing efficiency of the post station will also automatically obtain the delivery information of the superior network point corresponding to the post station according to the preset procedure, and judge whether the node information in the scanning information needs to be re-transmitted according to the delivery information of the superior network point; when re-transmission is required, the package data related to the node information is re-transmitted, and the post station warehousing information can be automatically re-transmitted, without the need to manually check the package information one by one, and without the need to complete the package information of the missing information one by one and search for the relevant information, which greatly reduces the time for the package to enter the warehousing of the station and improves the warehousing efficiency of the terminal station.
[0121] The above is a detailed description of the device for improving the post station warehousing efficiency in the embodiment of the present invention from the perspective of modular functional entities. The following is a detailed description of the device for improving the post station warehousing efficiency in the embodiment of the present invention from the perspective of hardware processing.
[0122] Fig.10 A schematic diagram of the structure of a device for improving the efficiency of post station storage provided in an embodiment of the present invention, the device 900 for improving the efficiency of post station storage may have relatively large differences due to different configurations or performances, and may include one or more processors (central processing units, CPU) 910 (for example, one or more processors) and a memory 920, and one or more storage media 930 (for example, one or more mass storage devices) storing application programs 933 or data 932. Among them, the memory 920 and the storage medium 930 can be short-term storage or permanent storage. The program stored in the storage medium 930 may include one or more modules (not shown in the figure), and each module may include a series of instruction operations in the device 900 for improving the efficiency of post station storage. Furthermore, the processor 910 can be configured to communicate with the storage medium 930, and execute a series of instruction operations in the storage medium 930 on the device 900 for improving the efficiency of post station storage, so as to implement the steps of the method for improving the efficiency of post station storage provided in the above-mentioned method embodiments.
[0123] The device 900 for improving the efficiency of post storage can also include one or more power supplies 940, one or more wired or wireless network interfaces 950, one or more input and output interfaces 960, and / or one or more operating systems 931, such as Windows Serve, Mac OS X, Unix, Linux, FreeBSD, etc. It can be understood by those skilled in the art that Fig.10The structure of the equipment for improving the efficiency of post station storage shown does not constitute a limitation on the equipment based on improving the efficiency of post station storage, and may include more or fewer components than shown in the figure, or a combination of certain components, or a different arrangement of components.
[0124] The present invention also provides a computer-readable storage medium, which may be a non-volatile computer-readable storage medium or a volatile computer-readable storage medium. Instructions are stored in the computer-readable storage medium. When the instructions are executed on a computer, the computer executes the steps of a method for improving the efficiency of warehousing at a post station.
[0125] Those skilled in the art can clearly understand that, for the convenience and brevity of description, the specific working process of the equipment or device described above can refer to the corresponding process in the aforementioned method embodiment, and will not be repeated here.
[0126] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present invention is essentially or the part that contributes to the prior art or all or part of the technical solution can be embodied in the form of a software product. The computer software product is stored in a storage medium, including a number of instructions to enable a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM), random access memory (RAM), disk or optical disk and other media that can store program codes.
[0127] It is understandable that those skilled in the art can make equivalent substitutions or changes based on the technical solution and inventive concept of the present invention, and all these changes or substitutions should fall within the protection scope of the claims attached to the present invention.
Claims
1. A method for improving the efficiency of post station storage, characterized in that: The steps include: Obtaining logistics information of the express company, and constructing a logistics information data set according to the logistics information of the express company; Obtain the parcel number of the post station, and extract the scanning information from the logistics information data set according to the parcel number; Obtain the upper-level network point delivery information corresponding to the post station, and determine whether the node information in the scanned information needs to be retransmitted according to the upper-level network point delivery information; When supplementary transmission is required, the package data related to the node information is supplemented.
2. The method for improving the efficiency of post station storage according to claim 1 is characterized in that: The step of obtaining the logistics information of the express company and constructing a logistics information data set according to the logistics information of the express company specifically includes: Obtaining the logistics information of the express company according to a preset periodic task, and extracting the logistics data from the logistics information of the express company, wherein the logistics data includes the parcel number, the scanning outlet code, the scanning clerk code, the scanning type and the scanning time; Preprocessing the logistics data to obtain preprocessed logistics data; The pre-processed logistics data is organized and saved using the set structure of Redis to construct the logistics information data set.
3. The method for improving the efficiency of post station storage according to claim 2 is characterized in that: The step of preprocessing the logistics data to obtain preprocessed logistics data specifically includes: Removing data irrelevant to the arrival of the package and the delivery of the package from the logistics data according to a preset removal rule to obtain first preprocessed data; Determining whether there is missing data in the first preprocessed data according to a preset data template; If so, use a machine learning-based method to complete the first preprocessed data to obtain second preprocessed data; The second preprocessed data is transformed and denoised to obtain preprocessed logistics data.
4. The method for improving the efficiency of post station storage according to claim 3 is characterized in that: The step of removing data irrelevant to the arrival of the package and the delivery of the package in the logistics data according to a preset removal rule to obtain the first pre-processed data specifically includes: Establish a data list related to package arrival and package delivery, and use a filtering function to remove data irrelevant to the data list in the logistics data to obtain filtered data; Obtaining the delivery address information of each package in the filtered data, and obtaining the delivery geographical location coordinates corresponding to the delivery address; The service range of the post station is obtained, and the coordinates of multiple delivery addresses are compared with the service range of the post station respectively to remove the package data exceeding the service range of the post station in the filtered data, so as to obtain the first preprocessed data.
5. The method for improving the efficiency of post station storage according to claim 2 is characterized in that: The step of organizing and saving the pre-processed logistics data by using the set structure of Redis to construct the logistics information data set specifically includes: Obtain the parcel number in the preprocessed logistics data, use the parcel number as the key, use other fields in the preprocessed logistics data as the value, and associate the value with the key through a SET structure; The value and key are saved in Redis to construct the logistics information data set; An effective period is set for each pre-processed logistics data set, and the logistics information data set is expired and eliminated according to the set effective period.
6. The method for improving the efficiency of post station storage according to claim 1 is characterized in that: The step of obtaining the upper-level network point delivery information corresponding to the post station and judging whether the node information in the scan information needs to be retransmitted according to the upper-level network point delivery information specifically includes: Obtain the upper-level outlet delivery information corresponding to the post station, wherein the upper-level outlet delivery information includes the upper-level outlet code and the upper-level outlet delivery clerk code; Bind the post station, superior outlet code and superior outlet dispatch salesperson code; Whether the node information in the scanned information needs to be retransmitted is determined based on the post station, the superior network point code and the superior network point delivery clerk code.
7. The method for improving the efficiency of post station storage according to claim 6 is characterized in that: When supplementary transmission is required, supplementary transmission of the package data related to the node information specifically includes: If the scanned information lacks the arrival information and delivery information corresponding to the superior branch code and the superior branch delivery clerk code, the arrival information is transmitted first and then the delivery information is transmitted in order; If the scanned information contains delivery information and only the arrival information is missing, no supplementary transmission will be performed; If the scanned information contains the arrival information and only the delivery information is missing, the delivery information will be transmitted as well; If the scanned information includes received information, abnormal received information or returned information, no retransmission will be performed.
8. A device for improving the efficiency of post station storage, characterized in that: include: An acquisition module is used to acquire logistics information of the express company and construct a logistics information data set according to the logistics information of the express company; An extraction module, used to obtain the parcel number of the post station, and extract the scanning information from the logistics information data set according to the parcel number; A judgment module, used for obtaining the upper-level network point delivery information corresponding to the post station, and judging whether the node information in the scanned information needs to be retransmitted according to the upper-level network point delivery information; The supplementary transmission module is used to supplement the package data related to the node information when supplementary transmission is needed.
9. A device for improving the efficiency of post station storage, characterized in that: comprising a memory and at least one processor, wherein the memory has computer-readable instructions stored therein; The at least one processor calls the computer-readable instructions in the memory to execute the various steps of the method for improving the efficiency of post station warehousing as described in any one of claims 1-7.
10. A computer-readable storage medium having computer-readable instructions stored thereon, characterized in that: When the computer-readable instructions are executed by the processor, the various steps of the method for improving the warehousing efficiency of the post station as described in any one of claims 1-7 are implemented.