Recommended method, device, equipment, storage medium and program product for warehouse packaging material

Abstract

The warehouse packaging material recommendation method, the warehouse packaging material recommendation device, the warehouse packaging material recommendation equipment, the storage medium and the computer program product disclosed by the application relate to the technical field of logistics storage. Packaging material information of warehouse existing packaging materials and evaluation indexes of the packaging material information are obtained; each warehouse existing packaging material is scored according to the evaluation indexes, and a degree of difficulty score of assembly and disassembly of each warehouse existing packaging material is obtained; according to real-time cargo information of a current order and the degree of difficulty score of assembly and disassembly of each warehouse existing packaging material, a target packaging material is selected to pack the cargo of the current order by using the target packaging material. Compared with the existing recommendation and selection method of the current warehouse packaging material, the influence of the degree of difficulty of assembly and disassembly of the packaging material is further considered comprehensively, so as to improve the recommendation accuracy of the warehouse packaging material.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of logistics warehousing, and in particular to a warehouse packaging material recommendation method, a warehouse packaging material recommendation device, a warehouse packaging material recommendation equipment, a storage medium and a computer program product. BACKGROUND

[0002] In the field of logistics warehousing, the selection of packaging materials is crucial for the safe transportation and warehousing efficiency of goods. Traditional packaging material selection usually relies on manual experience, lacking a systematic evaluation and recommendation mechanism, resulting in that the selection of packaging materials may not be accurate enough, thereby affecting packaging efficiency, cost control and customer satisfaction. In addition, with the increasing environmental protection requirements and the increasing logistics costs, how to quickly and accurately recommend suitable packaging materials according to the real-time demand of orders has become a problem to be solved. Existing technical solutions usually only consider a single factor (such as cost or protection demand), while ignoring the comprehensive evaluation of the ease of assembly and disassembly of the packaging materials. Therefore, there is an urgent need for a warehouse packaging material recommendation method that can comprehensively consider the ease of assembly and disassembly of the packaging materials and improve the accuracy of warehouse packaging material recommendation.

[0003] The above content is only used to assist in understanding the technical solutions of the present application and does not represent the acknowledgement of the above content as prior art. SUMMARY

[0004] The main purpose of the present application is to provide a warehouse packaging material recommendation method, a warehouse packaging material recommendation device, a warehouse packaging material recommendation equipment, a storage medium and a computer program product, which aims to solve the technical problem that the current warehouse packaging material recommendation method does not consider the ease of assembly and disassembly of the packaging materials and has low recommendation accuracy.

[0005] To achieve the above-mentioned purpose, the present application provides a warehouse packaging material recommendation method, which comprises:

[0006] obtaining packaging material information of existing warehouse packaging materials and evaluation indexes of the packaging material information;

[0007] scoring each existing warehouse packaging material according to the evaluation indexes to obtain the ease of assembly and disassembly score of each existing warehouse packaging material;

[0008] selecting a target packaging material according to the real-time goods information of the current order and the ease of assembly and disassembly score of each existing warehouse packaging material, so as to use the target packaging material to pack the goods of the current order.

[0009] In an embodiment, the step of scoring each existing warehouse packaging material according to the evaluation indexes to obtain the ease of assembly and disassembly score of each existing warehouse packaging material comprises:

[0010] According to the tools required for assembly and disassembly, the complexity of assembly and disassembly operation steps, the time required for assembly and disassembly, and / or the manpower required for assembly and disassembly, each warehouse existing packaging material is scored to obtain a first score of each warehouse existing packaging material;

[0011] According to the reusability of the packaging material, each warehouse existing packaging material is scored to obtain a second score of each warehouse existing packaging material;

[0012] The sum of the first score and the second score of each warehouse existing packaging material is taken as the assembly and disassembly difficulty score of each warehouse existing packaging material.

[0013] In an embodiment, the step of selecting the target packaging material according to the real-time goods information of the current order and the assembly and disassembly difficulty score of each warehouse existing packaging material comprises:

[0014] According to the real-time goods information of the current order, a plurality of pending packaging materials are determined from the warehouse existing packaging materials, wherein the real-time goods information of the current order includes goods protection requirements, material costs, transportation costs, environmental protection requirements, and / or assembly and disassembly difficulty priority specified in the order;

[0015] Among the pending packaging materials, the target packaging material that is easiest to assemble and disassemble is determined based on the assembly and disassembly difficulty score.

[0016] In an embodiment, the step of scoring each warehouse existing packaging material according to the evaluation index to obtain the assembly and disassembly difficulty score of each warehouse existing packaging material comprises:

[0017] Each warehouse existing packaging material is scored according to the evaluation index to obtain an assembly score, a disassembly score, and a reusability score of each warehouse existing packaging material;

[0018] The assembly score, the disassembly score, and the reusability score are taken as the assembly and disassembly difficulty score of the warehouse existing packaging material.

[0019] In an embodiment, the step of selecting the target packaging material according to the real-time goods information of the current order and the assembly and disassembly difficulty score of each warehouse existing packaging material comprises:

[0020] According to the real-time goods information of the current order, the type of business scenario is determined, and the priority weight of assembly, disassembly, and reuse under the type of business scenario is determined;

[0021] According to the assembly score, the disassembly score, and the reusability score and the respective priority weights under the type of business scenario, a comprehensive score of the warehouse existing packaging material is calculated;

[0022] Among the existing packaging materials in the warehouse, determine a target packaging material that is easiest to pack and unpack based on the comprehensive score.

[0023] In an embodiment, the method further comprises:

[0024] obtaining historical order packaging information, wherein the historical order packaging information includes historical cargo information of historical orders, historical business scenario types corresponding to the historical cargo information, historical priority weights of packing, unpacking, and reuse under the historical business scenario types, historical target packaging materials, and historical packaging feedback information, wherein the packaging feedback information includes packaging damage rates, packaging complaint data, and packaging operator scores;

[0025] According to the historical order packaging information, dynamically adjusting the priority weight sizes of packing, unpacking, and reuse.

[0026] In addition, to achieve the above-mentioned purpose, the present application also provides a warehouse packaging material recommendation device, which comprises:

[0027] The obtaining module is configured to obtain packaging material information and evaluation indexes of existing packaging materials in the warehouse.

[0028] The scoring module is configured to score each existing packaging material in the warehouse according to the evaluation indexes to obtain a packing and unpacking difficulty score of each existing packaging material in the warehouse.

[0029] The selecting module is configured to select a target packaging material according to real-time cargo information of a current order and the packing and unpacking difficulty score of each existing packaging material in the warehouse, so as to use the target packaging material to pack the cargo of the current order.

[0030] In addition, to achieve the above-mentioned purpose, the present application also provides a warehouse packaging material recommendation device, which comprises a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the computer program is configured to implement the steps of the warehouse packaging material recommendation method as described above.

[0031] In addition, to achieve the above-mentioned purpose, the present application also provides a storage medium, which is a computer-readable storage medium, and the storage medium stores a computer program, wherein the computer program is executed by a processor to implement the steps of the warehouse packaging material recommendation method as described above.

[0032] In addition, to achieve the above-mentioned purpose, the present application also provides a computer program product, which comprises a computer program, wherein the computer program is executed by a processor to implement the steps of the warehouse packaging material recommendation method as described above.

[0033] The one or more technical solutions proposed in the present application have at least the following technical effects:

[0034] In the present application, a warehouse packaging material recommendation method considering the ease of assembly and disassembly of packaging materials is proposed. In this method, first, the system obtains the relevant information of the existing packaging materials in the warehouse, including the type, size, cost, etc. of the materials, and sets the evaluation index. Then, according to the required tools for assembly and disassembly, the complexity of assembly and disassembly operation steps, the required time and manpower for assembly and disassembly, and the reusability of packaging materials, etc. factors, each kind of packaging material is scored to get the assembly and disassembly difficulty score. Finally, according to the real-time goods information of the current order (such as goods protection requirements, material cost, transportation cost, environmental protection requirements, etc.), a plurality of pending packaging materials are selected from the existing packaging materials in the warehouse. Based on the assembly and disassembly difficulty score, the most easily assembled and disassembled target packaging material is selected from the pending packaging materials for the goods packaging of the current order. Thus, compared with the existing recommendation and selection method of the current warehouse packaging materials, the influence of the ease of assembly and disassembly of the packaging materials is further considered to improve the recommendation accuracy of the warehouse packaging materials. BRIEF DESCRIPTION OF DRAWINGS

[0035] The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and serve to explain the principles of the present application together with the specification.

[0036] In order to more clearly illustrate the technical solutions in the embodiments of the present application or the prior art, the accompanying drawings needed to be used in the embodiments or prior art description will be briefly introduced. Obviously, for those skilled in the art, other drawings can also be obtained based on these drawings without creative labor.

[0037] Figure 1 The flowchart provided for the warehouse packaging material recommendation method embodiment one of the present application;

[0038] Figure 2 The selection diagram provided for the warehouse packaging material recommendation method embodiment one of the present application;

[0039] Figure 3 The flowchart provided for the warehouse packaging material recommendation method embodiment two of the present application;

[0040] Figure 4 The module structure diagram of the warehouse packaging material recommendation device of the present application embodiment;

[0041] Figure 5 The device structure diagram of the hardware running environment involved in the warehouse packaging material recommendation method in the present application embodiment.

[0042] The object, functional features and advantages of the present application will be further illustrated in conjunction with the embodiments, with reference to the accompanying drawings. DETAILED DESCRIPTION

[0043] It should be understood that the specific embodiments described herein are merely intended to explain the technical solutions of the present application, and are not intended to limit the present application.

[0044] In order to better understand the technical solutions of the present application, the following will be described in detail in conjunction with the accompanying drawings and specific embodiments.

[0045] It should be noted that the execution subject of the present embodiment can be a computing service device with data processing, network communication and program running functions, such as a tablet computer, a personal computer, a mobile phone, etc., or an electronic device capable of realizing the above functions, a warehouse packaging material recommendation device, etc. The present embodiment and the following embodiments will be described below taking the warehouse packaging material recommendation device as an example.

[0046] Based on this, the present embodiment provides a warehouse packaging material recommendation method, which will be described in detail with reference to Figure 1 , Figure 1 The present embodiment provides a warehouse packaging material recommendation method, which will be described in detail with reference to

[0047] In the present embodiment, the warehouse packaging material recommendation method comprises steps S10-S30:

[0048] Step S10, obtaining packaging material information of existing packaging materials in the warehouse and evaluation indexes of the packaging material information;

[0049] The existing packaging materials in the warehouse can include ordinary cartons, tape-free folding boxes, foam boxes, wooden boxes, woven bags, plastic bags, bubble films, wrapping films, bubble bags, pearl cotton, tapes, strapping tapes, etc. The packaging material information of the existing packaging materials in the warehouse includes attributes of the packaging materials such as size (length, width and height), weight, shape complexity (spheres / irregular shapes) and chemical composition, etc. The evaluation indexes corresponding to the packaging material information can be determined according to the packaging material information of the existing packaging materials in the warehouse, and the evaluation indexes are scored according to the evaluation indexes.

[0050] Step S20, scoring each existing packaging material in the warehouse according to the evaluation indexes to obtain the degree of difficulty of assembling and disassembling each existing packaging material in the warehouse;

[0051] The evaluation index for scoring each warehouse existing packaging material is an index for scoring the ease or difficulty of assembling and disassembling the packaging material, to represent and mark the ease or difficulty of assembling and disassembling each packaging material, which can specifically include the required tools, operation step complexity, required time, and / or manpower requirement for assembling and disassembling, and reusability, etc. Further, the more tools required, the more complex the operation steps, the longer the required time, and / or the greater the manpower requirement, and the lower the reusability, the more difficult it is to assemble and disassemble the packaging material.

[0052] In step S30, the target packaging material is selected according to the real-time goods information of the current order and the ease or difficulty score of assembling and disassembling each warehouse existing packaging material, so as to use the target packaging material to pack the goods of the current order.

[0053] According to the evaluation index, each warehouse existing packaging material is scored to obtain the ease or difficulty score of assembling and disassembling. Combined with the real-time goods information (such as goods protection requirement, material cost, transportation cost, environmental protection requirement, etc.) of the current order, a plurality of pending packaging materials are selected from the warehouse existing packaging materials. Further, based on the ease or difficulty score of assembling and disassembling, the target packaging material with the easiest assembling and disassembling is selected from the pending packaging materials for packing the goods of the current order.

[0054] Reference Figure 2 After determining the existing packaging materials 1-N in the warehouse, the evaluation index is used to score them to obtain the ease or difficulty scores 1-N of assembling and disassembling each warehouse existing packaging material, and then the target packaging material is determined by combining the real-time goods information of the current order with the ease or difficulty scores of assembling and disassembling each warehouse existing packaging material.

[0055] Therefore, compared with the existing recommendation and selection method of the current warehouse packaging material, the influence of the ease or difficulty of assembling and disassembling the packaging material is further considered to improve the recommendation accuracy of the warehouse packaging material.

[0056] In a feasible implementation, step S20 includes:

[0057] According to the required tools, operation step complexity, required time, and / or manpower requirement for assembling and disassembling, each warehouse existing packaging material is scored to obtain a first score of each warehouse existing packaging material;

[0058] According to the reusability of the packaging material, each warehouse existing packaging material is scored to obtain a second score of each warehouse existing packaging material;

[0059] The sum of the first score and the second score of each warehouse existing packaging material is taken as the ease or difficulty score of assembling and disassembling each warehouse existing packaging material.

[0060] In the embodiment, a method for scoring each warehouse existing packaging material according to an evaluation index to obtain the degree of difficulty score of each warehouse existing packaging material is provided.

[0061] The tools required for packing and unpacking include tapes, scissors, packing machines, etc. for packing, and scissors, knives, etc. for unpacking. The packing and unpacking operation steps include folding, sealing, winding, etc. for packing, and untangling ropes, tearing tapes, etc. for unpacking. The manpower required for packing and unpacking includes single-person operation and multi-person cooperation. The reusability of the packaging material includes the degree of damage to the packaging material (e.g., reusable or disposable).

[0062] In an embodiment, the scoring rules for reference are as follows: 1. In the tool dependency dimension, if no tools are required and the package can be unpacked by hand, a first score such as 1 is assigned. If special tools such as knives are required, a second score such as 5 is assigned. 2. In the operation step dimension, if simple folding / sealing such as single-step tearing is required, a first score is assigned. If multi-layer reinforcement or layer-by-layer disassembly is required, a second score is assigned. 3. In the time-consuming dimension, if the time-consuming (according to the average operation time) is within 1 minute, a first score is assigned. If the time-consuming is greater than 5 minutes, a second score is assigned. 4. In the manpower requirement dimension, if a single person can easily complete the task, a first score is assigned. If multiple people are required to cooperate and auxiliary tools are required, a second score is assigned. 5. In the reusability dimension, if there is no requirement (no involvement in packing), the packaging material can be reused without damage, a first score is assigned. If complete destruction is required, a second score is assigned.

[0063] The scores in the dimensions of tools required for packing and unpacking, packing and unpacking operation step complexity, packing and unpacking time required, and / or manpower required are taken as the first score of the warehouse existing packaging material. The score in the dimension of reusability of the packaging material is taken as the second score of the warehouse existing packaging material. Further, the degree of difficulty score of the warehouse existing packaging material is determined as the sum of the first score and the second score of the warehouse existing packaging material.

[0064] Through the pre-defined accurate and detailed scoring rules, the accurate degree of difficulty score of the warehouse existing packaging material is obtained, which provides a basis for subsequent material recommendation.

[0065] In a feasible implementation, step S30 includes:

[0066] Based on the real-time cargo information of the current order, a plurality of pending packaging materials are determined from the warehouse existing packaging materials, wherein the real-time cargo information of the current order includes cargo protection requirements, material costs, transportation costs, environmental protection requirements, and / or the degree of difficulty priority specified in the order.

[0067] Among the pending packaging materials, the target packaging material with the easiest packing and unpacking is determined based on the degree of difficulty score.

[0068] In the embodiment, a method for selecting a target packaging material according to real-time goods information of a current order and a disassembly and assembly difficulty score of each existing packaging material in the warehouse is provided.

[0069] In the process of determining a plurality of pending packaging materials from the existing packaging materials in the warehouse according to the real-time goods information of the current order, the goods protection requirements (for example, shockproof, moistureproof, and pressureproof), transportation and budget costs (for example, packaging material weight and volume), environmental protection requirements (for example, recyclable and degradable), user preferences (for example, disassembly and assembly difficulty priority and transportation mode) and the like can be considered to determine the plurality of pending packaging materials according to the goods information and requirements. The method for determining the plurality of pending packaging materials from the existing packaging materials in the warehouse according to the real-time goods information of the current order can be used, which is not limited in the embodiment.

[0070] After the plurality of pending packaging materials are determined, the target packaging material with the easiest disassembly and assembly is determined from the plurality of pending packaging materials based on the disassembly and assembly difficulty score. Referring to the first score of 1 point and the second score of 5 points in the above-mentioned scoring rules, the pending packaging material with the lowest disassembly and assembly difficulty score is selected as the target packaging material.

[0071] In addition to the related factors considered in the conventional packaging material selection and recommendation method, the influence factors of disassembly and assembly difficulty are further considered to select the packaging material that further matches the packaging requirements, thereby improving the accuracy and adaptability of the packaging material recommendation.

[0072] Based on the first embodiment of the present application, in the second embodiment of the present application, the same or similar contents as the above-mentioned first embodiment can be referred to the above description, and will not be described hereinafter. On this basis, please refer to Figure 3 , step S20 further includes steps S201-S202:

[0073] Step S201: scoring each existing packaging material in the warehouse according to the evaluation index to obtain a packing score, an unpacking score and a reusability score of each existing packaging material in the warehouse;

[0074] Step S202: taking the packing score, the unpacking score and the reusability score as the disassembly and assembly difficulty score of the existing packaging material in the warehouse.

[0075] In the embodiment, the scoring rules referred to when scoring the warehouse existing packaging material further include a packing score, an unpacking score, and a reusability score when packing and / or unpacking, and the packing score, the unpacking score, and the reusability score are further taken as the packing and unpacking difficulty score of the warehouse existing packaging material, that is, the final packing and unpacking difficulty score includes the scores of the tools required for packing and unpacking, the complexity of the packing and unpacking operation steps, the time required for packing and unpacking, and / or the manpower required for packing and unpacking, the scores of the tools required for unpacking, the complexity of the unpacking operation steps, the time required for unpacking, and / or the manpower required for unpacking, and the reusability score.

[0076] In this way, the specific scenarios of scoring are further subdivided, and a more accurate packing and unpacking difficulty score is obtained.

[0077] In a feasible implementation, the step S30 further includes steps S301-S303:

[0078] Step S301: determining the business scenario type according to the real-time goods information of the current order, and determining the priority weight of packing, unpacking, and reusability under the business scenario type;

[0079] Step S302: calculating the comprehensive score of the warehouse existing packaging material according to the packing score, the unpacking score, and the reusability score and the respective priority weights under the business scenario type;

[0080] Step S303: determining the target packaging material that is easiest to pack and unpack in the warehouse existing packaging material based on the comprehensive score.

[0081] The business scenario type of the current order refers to a business scenario type of packing and unpacking the goods of the order, including e-commerce return, factory bulk shipment, precision instrument transportation, and cold chain circulation packaging, etc. In different business scenario types, the importance and urgency of packing, unpacking, and reuse are different, and the corresponding priority weights are different. For example, in the business scenario of e-commerce return, unpacking > reuse > packing, in the business scenario of factory bulk shipment, packing > reuse > unpacking, in the business scenario of precision instrument transportation, packing > unpacking > reuse, and in the business scenario of cold chain circulation packaging, reuse > unpacking > packing. Further, according to the respective priority, weight distribution is performed. For example, in the business scenario of e-commerce return, 45%, 30%, and 25% weight values are respectively given to unpacking, reuse, and packing, in the business scenario of factory bulk shipment, 50%, 30%, and 20% weight values are respectively given to packing, reuse, and unpacking, and so on. According to the packing score, the unpacking score, the reuse score, and the respective priority weight in the business scenario type, the comprehensive score of the existing packaging materials in the warehouse is calculated. For example, in the business scenario of e-commerce return, the comprehensive score of the existing packaging materials in a warehouse = 45% * unpacking score + 30% * reuse score + 25% * packing score, and in the business scenario of factory bulk shipment, the comprehensive score of the existing packaging materials in a warehouse = 50% * packing score + 30% * reuse score + 20% * unpacking score.

[0082] After the comprehensive score of each packaging material in the existing packaging materials in the warehouse is calculated, based on the first score of 1 point and the second score of 5 points in the above scoring rules, the packaging material with the lowest comprehensive score is selected as the target packaging material that is easiest to pack and unpack.

[0083] In the embodiment, in addition to considering the influencing factors of packing and unpacking difficulty, the specific order business scenario is further considered, and the packaging material that is suitable for the packing and unpacking difficulty in the order business scenario is selected, so that the accuracy of packaging material recommendation is further improved.

[0084] In a feasible implementation manner, the method further includes:

[0085] The historical order packaging information is obtained, wherein the historical order packaging information includes historical goods information of a historical order, a historical business scenario type corresponding to the historical goods information, historical priority weights of packing, unpacking, and reuse in the historical business scenario type, a historical target packaging material, and historical packaging feedback information, wherein the packaging feedback information includes a packaging damage rate, packaging complaint data, and a packaging operator score.

[0086] According to the historical order packaging information, the priority weights of packing, unpacking, and reuse are dynamically adjusted.

[0087] Considering that the priority weights of packing, unpacking and reusing under different business scenario types may not be accurate, in the embodiment, the priority weights of packing, unpacking and reusing are dynamically adjusted according to historical order packaging information, so as to improve the accuracy of selecting packaging materials based on priority weights.

[0088] The historical order packaging information includes two types of information. One type is information that needs to be directly used during historical packing, such as historical order historical goods information, historical business scenario type corresponding to the historical goods information, historical priority weights of packing, unpacking and reusing under the historical business scenario type, and historical target packaging material. The other type is feedback information after historical packing, such as historical packaging feedback information including packaging damage rate, packaging complaint data and packaging operator score. In this way, the priority weight adjustment model can be obtained based on expert experience or training according to the two types of information, so as to dynamically adjust the priority weights of packing, unpacking and reusing.

[0089] It should be noted that the above examples are only used for understanding the present application and do not constitute a limitation on the recommended method of warehouse packaging materials. More forms of simple transformation based on this technical concept are within the protection scope of the present application.

[0090] The present application also provides a warehouse packaging material recommendation device, please refer to Figure 4 The warehouse packaging material recommendation device comprises:

[0091] The acquisition module 10 is configured to acquire packaging material information and evaluation indexes of existing warehouse packaging materials.

[0092] The scoring module 20 is configured to score each existing warehouse packaging material according to the evaluation indexes, and obtain a packing and unpacking difficulty score of each existing warehouse packaging material.

[0093] The selection module 30 is configured to select a target packaging material according to real-time goods information of a current order and the packing and unpacking difficulty score of each existing warehouse packaging material, so as to pack the goods of the current order by using the target packaging material.

[0094] In an embodiment, the scoring module 20 is further configured to:

[0095] score each existing warehouse packaging material according to tools required for packing and unpacking, complexity of packing and unpacking operation steps, time required for packing and unpacking, and / or manpower demand for packing and unpacking, and obtain a first score of each existing warehouse packaging material.

[0096] score each existing warehouse packaging material according to reusability of the packaging material, and obtain a second score of each existing warehouse packaging material.

[0097] The sum of the first score and the second score of each warehouse existing packaging material is taken as the score of the ease of packing and unpacking of each warehouse existing packaging material.

[0098] In an embodiment, the selecting module 30 is further configured to:

[0099] According to the real-time goods information of the current order, a plurality of pending packaging materials are determined from the warehouse existing packaging materials, wherein the real-time goods information of the current order includes goods protection requirements, material costs, transportation costs, environmental protection requirements and / or packing and unpacking difficulty priority specified in the order;

[0100] Among the pending packaging materials, the target packaging material with the easiest packing and unpacking is determined based on the packing and unpacking difficulty score.

[0101] In an embodiment, the scoring module 20 is further configured to:

[0102] Each warehouse existing packaging material is scored according to the evaluation index to obtain a packing score, an unpacking score and a reusability score of each warehouse existing packaging material;

[0103] The packing score, the unpacking score and the reusability score are taken as the packing and unpacking difficulty score of the warehouse existing packaging material.

[0104] In an embodiment, the selecting module 30 is further configured to:

[0105] According to the real-time goods information of the current order, the type of business scenario is determined, and the priority weight of packing, unpacking and reuse under the type of business scenario is determined;

[0106] According to the packing score, the unpacking score and the reusability score and the respective priority weight under the type of business scenario, a comprehensive score of the warehouse existing packaging material is calculated;

[0107] Among the warehouse existing packaging materials, the target packaging material with the easiest packing and unpacking is determined based on the comprehensive score.

[0108] In an embodiment, the warehouse packaging material recommendation device further comprises an optimization module configured to:

[0109] Historical order packaging information is obtained, wherein the historical order packaging information includes historical goods information of historical orders, historical business scenario types corresponding to the historical goods information, historical priority weights of packing, unpacking and reuse under the historical business scenario types, historical target packaging materials and historical packaging feedback information, wherein the packaging feedback information includes packaging damage rate, packaging complaint data and packaging operator score;

[0110] According to the historical order packaging information, the priority weights of packing, unpacking and reuse are dynamically adjusted.

[0111] The warehouse packaging material recommendation device provided by the present application adopts the warehouse packaging material recommendation method in the above embodiment, and can solve the technical problem that the current warehouse packaging material recommendation method does not consider the ease of assembly and disassembly of the packaging material, and the recommendation accuracy is low. Compared with the prior art, the warehouse packaging material recommendation device provided by the present application has the same beneficial effects as the warehouse packaging material recommendation method provided by the above embodiment, and other technical features in the warehouse packaging material recommendation device are the same as the features disclosed in the above embodiment method, which will not be repeated here.

[0112] The present application provides a warehouse packaging material recommendation device, which comprises at least one processor and a memory in communication connection with the at least one processor, wherein the memory stores instructions executable by the at least one processor, and the instructions are executed by the at least one processor to enable the at least one processor to execute the warehouse packaging material recommendation method in the above embodiment one.

[0113] Reference will be made to the following description of the embodiments of the present application, taken in conjunction with the accompanying drawings, which illustrate Figure 5 which shows a structural schematic diagram of a warehouse packaging material recommendation device suitable for implementing the embodiments of the present application. The warehouse packaging material recommendation device in the embodiments of the present application can include, but is not limited to, mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (Personal Digital Assistants), PADs (Portable Application Descriptions), PMPs (Portable Media Players), vehicle-mounted terminals (such as vehicle-mounted navigation terminals), and the like, and fixed terminals such as digital TVs, desktop computers, and the like. Figure 5 The warehouse packaging material recommendation device shown is only an example, and should not bring any limitation to the functions and use range of the embodiments of the present application.

[0114] As Figure 5As shown, the warehouse packaging material recommendation device can include a processing device 1001 (e.g., a central processing unit, a graphics processing unit, etc.) that can perform various appropriate actions and processes according to programs stored in a read-only memory 1002 or programs loaded from a storage device 1003 into a random access memory 1004. In the random access memory 1004, various programs and data required for the warehouse packaging material recommendation device operation are also stored. The processing device 1001, the read-only memory 1002, and the random access memory 1004 are connected to each other through a bus 1005. An input / output interface 1006 is also connected to the bus. Generally, the following systems can be connected to the input / output interface 1006: input devices 1007 including, for example, a touch screen, a touch pad, a keyboard, a mouse, an image sensor, a microphone, an accelerometer, a gyroscope, etc.; output devices 1008 including, for example, a liquid crystal display (LCD), a speaker, a vibrator, etc.; the storage device 1003 including, for example, a magnetic tape, a hard disk, etc.; and a communication device 1009. The communication device 1009 can allow the warehouse packaging material recommendation device to communicate with other devices wirelessly or by wire to exchange data. Although the warehouse packaging material recommendation device with various systems is shown in the figure, it should be understood that all the shown systems are not required to be implemented or possessed. More or fewer systems can be alternatively implemented or possessed.

[0115] In particular, according to the embodiments disclosed in the present application, the processes described above with reference to the flowcharts can be implemented as a computer software program. For example, the embodiments disclosed in the present application include a computer program product comprising a computer program carried on a computer readable medium, the computer program containing program codes for executing the methods shown in the flowcharts. In such embodiments, the computer program can be downloaded and installed from a network through the communication device, or installed from the storage device 1003, or installed from the read-only memory 1002. When the computer program is executed by the processing device 1001, the above-mentioned functions defined in the methods of the embodiments disclosed in the present application are performed.

[0116] The warehouse packaging material recommendation device provided by the present application adopts the warehouse packaging material recommendation method in the above-mentioned embodiments, and can solve the technical problem that the current warehouse packaging material recommendation method does not consider the ease of assembly and disassembly of the packaging material, and the recommendation accuracy is low. Compared with the prior art, the warehouse packaging material recommendation device provided by the present application has the same beneficial effects as the warehouse packaging material recommendation method provided by the above-mentioned embodiments, and other technical features in the warehouse packaging material recommendation device are the same as the features disclosed in the previous embodiment method, which will not be repeated here.

[0117] It should be understood that various aspects of the disclosure can be implemented in hardware, software, firmware, or a combination thereof. In the description of the above embodiments, specific features, structures, materials or characteristics can be combined in any appropriate manner in any one or more embodiments or examples.

[0118] The above description is merely illustrative of the application and is not intended to limit the scope of the application. Any variations and modifications that can be made by any person skilled in the art within the spirit and scope of the application are intended to be encompassed by the application. The scope of the application is defined by the appended claims.

[0119] The application provides a computer readable storage medium having stored thereon computer readable program instructions (i.e., a computer program) for performing the warehouse packaging material recommendation method in the above embodiments.

[0120] The computer readable storage medium provided by the application may, for example, be a U disk, but is not limited to an electric, magnetic, optical, electromagnetic, infrared, or semiconductor system or device, or any combination thereof. More specific examples of the computer readable storage medium can include, but are not limited to, an electric connection having one or more conductive wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any appropriate combination thereof. In the present embodiment, the computer readable storage medium can be any tangible medium containing or storing a program that can be used by or in conjunction with an instruction execution system or device. The program code contained on the computer readable storage medium can be transmitted by any appropriate medium, including but not limited to an electric wire, an optical cable, an RF (Radio Frequency), etc., or any appropriate combination thereof.

[0121] The above computer readable storage medium can be included in the warehouse packaging material recommendation device; or can exist separately and not be assembled into the warehouse packaging material recommendation device.

[0122] The computer readable storage medium described above carries one or more programs, when the one or more programs are executed by the warehouse packaging material recommendation device, the warehouse packaging material recommendation device: obtains packaging material information of existing warehouse packaging materials and evaluation indexes of the packaging material information; scores each existing warehouse packaging material according to the evaluation indexes, to obtain a degree of difficulty score of assembly and disassembly of each existing warehouse packaging material; selects a target packaging material according to real-time cargo information of a current order and the degree of difficulty score of assembly and disassembly of each existing warehouse packaging material, to use the target packaging material to pack the cargo of the current order.

[0123] Computer program code for carrying out operations of the present application can be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C++ or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code can execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the latter scenario, the remote computer can be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or the connection can be made to an external computer (for example, through the Internet using an Internet Service Provider).

[0124] The flow diagrams and the block diagrams in the drawings are illustrations of possible architectures, functions, and operations for systems, methods, and computer program products according to various embodiments of the present application. In this regard, each block in the flow diagrams or block diagrams can represent a module, a segment, or a portion of code, which comprises one or more executable instructions for implementing the specified logical functions. It should also be noted that in some alternative implementations, the functions noted in the blocks can occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and / or flow diagrams, and combinations thereof, can be implemented by special purpose hardware-based systems that perform the specified functions or operations, or combinations of special purpose hardware and computer instructions.

[0125] The modules described in the embodiments of the present application can be implemented in the form of software or in the form of hardware. In some cases, the name of the module does not constitute a limitation on the module itself.

[0126] The readable storage medium provided by the present application is a computer readable storage medium, which stores computer readable program instructions (i.e., a computer program) for executing the above-mentioned warehouse packaging material recommendation method, and can solve the technical problem that the current warehouse packaging material recommendation method does not consider the ease of assembly and disassembly of the packaging material, and the recommendation accuracy is low. Compared with the prior art, the computer readable storage medium provided by the present application has the same beneficial effects as the warehouse packaging material recommendation method provided by the above-mentioned embodiments, and will not be described here.

[0127] The present application also provides a computer program product, comprising a computer program, which, when executed by a processor, implements the steps of the above-mentioned warehouse packaging material recommendation method.

[0128] The computer program product provided by the present application can solve the technical problem that the current warehouse packaging material recommendation method does not consider the ease of assembly and disassembly of the packaging material, and the recommendation accuracy is low. Compared with the prior art, the computer program product provided by the present application has the same beneficial effects as the warehouse packaging material recommendation method provided by the above-mentioned embodiments, and will not be described here.

[0129] The above-mentioned is only part of the embodiments of the present application, and does not limit the patent scope of the present application, and any equivalent structural transformation, direct / indirect application in other related technical fields made by using the content of the present application specification and drawings under the technical concept of the present application are included in the patent protection scope of the present application.

Claims

1. A method of recommending warehouse packaging material, characterized by, The recommended method of the warehouse packaging material includes: Obtaining packaging material information of warehouse existing packaging materials and evaluation indexes of the packaging material information; Scoring each warehouse existing packaging material according to the evaluation indexes to obtain a degree of difficulty score of assembling and disassembling of each warehouse existing packaging material; Selecting a target packaging material according to real-time cargo information of a current order and the degree of difficulty score of assembling and disassembling of each warehouse existing packaging material, so as to use the target packaging material to pack the cargo of the current order; The step of scoring each warehouse existing packaging material according to the evaluation indexes to obtain a degree of difficulty score of assembling and disassembling of each warehouse existing packaging material includes: Scoring each warehouse existing packaging material according to tools required for assembling and disassembling, complexity of assembling and disassembling operation steps, time required for assembling and disassembling, and / or manpower required for assembling and disassembling to obtain a first score of each warehouse existing packaging material; Scoring each warehouse existing packaging material according to reusability of the packaging material to obtain a second score of each warehouse existing packaging material; Summing the first score and the second score of each warehouse existing packaging material as the degree of difficulty score of assembling and disassembling of each warehouse existing packaging material; The step of selecting a target packaging material according to real-time cargo information of a current order and the degree of difficulty score of assembling and disassembling of each warehouse existing packaging material includes: Determining a plurality of pending packaging materials from the warehouse existing packaging materials according to real-time cargo information of the current order, wherein the real-time cargo information of the current order includes cargo protection requirements, material costs, transportation costs, environmental protection requirements, and / or an assembling and disassembling difficulty priority specified in the order; Determining a target packaging material that is easiest to assemble and disassemble from the pending packaging materials based on the degree of difficulty score; The step of scoring each warehouse existing packaging material according to the evaluation indexes to obtain a degree of difficulty score of assembling and disassembling of each warehouse existing packaging material includes: Scoring each warehouse existing packaging material according to the evaluation indexes to obtain an assembling score, a disassembling score, and a reusability score of each warehouse existing packaging material; Summing the assembling score, the disassembling score, and the reusability score as the degree of difficulty score of assembling and disassembling of each warehouse existing packaging material; The step of selecting a target packaging material according to real-time cargo information of a current order and the degree of difficulty score of assembling and disassembling of each warehouse existing packaging material includes: Determining a business scenario type according to real-time cargo information of the current order, and determining priority weights of assembling, disassembling, and reusing in the business scenario type; Calculating a comprehensive score of the warehouse existing packaging materials according to the assembling score, the disassembling score, and the reusability score and respective priority weights corresponding to the business scenario type; Determining a target packaging material that is easiest to assemble and disassemble from the warehouse existing packaging materials based on the comprehensive score.

2. The warehouse packaging material recommending method according to claim 1, characterized by, The method further includes: Obtain historical order packaging information, wherein the historical order packaging information includes historical goods information of historical orders, historical business scene types corresponding to the historical goods information, historical priority weights of packing, unpacking and reuse under the historical business scene types, historical target packaging materials and historical packaging feedback information, wherein the packaging feedback information includes packaging damage rate, packaging complaint data and packaging operator score; According to the historical order packaging information, dynamically adjust the priority weight size of packing, unpacking and reuse.

3. A warehouse packaging material recommendation device characterized by comprising: The warehouse packaging material recommendation device comprises: An acquisition module configured to acquire packaging material information and evaluation indexes of existing warehouse packaging materials; A scoring module configured to score each existing warehouse packaging material according to the evaluation indexes to obtain a packing and unpacking difficulty score of each existing warehouse packaging material; the step of scoring each existing warehouse packaging material according to the evaluation indexes to obtain the packing and unpacking difficulty score of each existing warehouse packaging material comprises: scoring each existing warehouse packaging material according to the required tools, the complexity of the packing and unpacking operation steps, the required time and / or the manpower demand to obtain a first score of each existing warehouse packaging material; scoring each existing warehouse packaging material according to the reusability of the packaging material to obtain a second score of each existing warehouse packaging material; and summing the first score and the second score of each existing warehouse packaging material as the packing and unpacking difficulty score of each existing warehouse packaging material; or, scoring each existing warehouse packaging material according to the evaluation indexes to obtain a packing score, an unpacking score and a reusability score of each existing warehouse packaging material; and taking the packing score, the unpacking score and the reusability score as the packing and unpacking difficulty score of the existing warehouse packaging material; A selection module configured to select a target packaging material according to real-time goods information of a current order and the packing and unpacking difficulty score of each existing warehouse packaging material to pack the goods of the current order with the target packaging material; the step of selecting the target packaging material according to the real-time goods information of the current order and the packing and unpacking difficulty score of each existing warehouse packaging material comprises: determining a plurality of pending packaging materials from the existing warehouse packaging materials according to the real-time goods information of the current order, wherein the real-time goods information of the current order includes goods protection requirements, material cost, transportation cost, environmental protection requirements and / or packing and unpacking difficulty priority specified in the order; determining the target packaging material that is easiest to pack and unpack from the pending packaging materials based on the packing and unpacking difficulty score; or, determining a business scene type according to the real-time goods information of the current order and determining priority weights of packing, unpacking and reuse under the business scene type; calculating a comprehensive score of the existing warehouse packaging materials according to the packing score, the unpacking score and the reusability score and the respective priority weights under the business scene type; and determining the target packaging material that is easiest to pack and unpack from the existing warehouse packaging materials based on the comprehensive score.

4. A warehouse packaging material recommendation device characterized by comprising: The device comprises a memory, a processor and a computer program stored on the memory and executable on the processor, the computer program being configured to implement the steps of the method of recommending warehouse packaging material according to any one of claims 1 to 3.

5. A storage medium, characterized by The storage medium is a computer readable storage medium, and the storage medium stores a computer program, and the computer program is executed by a processor to implement the steps of the method of recommending warehouse packaging material according to any one of claims 1 to 3.

6. A computer program product, characterised in that, The computer program product comprises a computer program, and the computer program is executed by a processor to implement the steps of the method of recommending warehouse packaging material according to any one of claims 1 to 3.

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