Recommendation method and device for warehouse packaging materials, equipment, storage medium and program product

Abstract

The invention discloses a recommendation method of a warehouse packaging material, a recommendation device of the warehouse packaging material, recommendation equipment of the warehouse packaging material, a storage medium and a computer program product, and relates to the technical field of logistics storage. Packaging material information of existing packaging materials of a warehouse and evaluation indexes of the packaging material information are obtained; according to the evaluation indexes, the existing packaging materials of each warehouse are scored, and the score of the assembling and disassembling difficulty degree of the existing packaging materials of each warehouse is obtained; and selecting a target packaging material according to the real-time cargo information of the current order and the assembling and disassembling difficulty degree score of the existing packaging material of each warehouse, so as to package the cargos of the current order by using the target packaging material. Compared with an existing recommendation and selection method of the current warehouse packaging material, the influence of the assembling and disassembling difficulty degree of the packaging material is further comprehensively considered, so that the recommendation accuracy of the warehouse packaging material is improved.

Description

Technical Field

[0001] The present application relates to the technical field of logistics warehousing, and in particular to a method for recommending warehouse packaging materials, a device for recommending warehouse packaging materials, equipment for recommending warehouse packaging materials, a storage medium, and a computer program product. Background Art

[0002] In the field of logistics warehousing, the selection of packaging materials is crucial for the safe transportation of goods and warehousing efficiency. Traditional selection of packaging materials usually relies on manual experience and lacks a systematic evaluation and recommendation mechanism, resulting in inaccurate selection of packaging materials, which in turn affects packaging efficiency, cost control, and customer satisfaction. In addition, with the increasing environmental protection requirements and rising logistics costs, how to quickly and accurately recommend suitable packaging materials according to the real-time needs of orders has become an urgent problem to be solved. Existing technical solutions usually only consider a single factor (such as cost or protection requirements), while ignoring the comprehensive evaluation of the ease of assembly and disassembly of packaging materials. Therefore, there is an urgent need for a method for recommending warehouse packaging materials that can comprehensively consider the ease of assembly and disassembly of packaging materials and improve the accuracy of recommending warehouse packaging materials.

[0003] The above content is only used to assist in understanding the technical solution of the present application and does not represent an admission that the above content is prior art. Summary of the Invention

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

[0005] To achieve the above purpose, the present application proposes a method for recommending warehouse packaging materials, and the method for recommending warehouse packaging materials includes:

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

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

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

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

[0010] Score each existing packaging material in the warehouse according to the tools required for installation and disassembly, the complexity of the installation and disassembly operation steps, the time required for installation and disassembly, and / or the labor requirements for installation and disassembly, to obtain the first score of each existing packaging material in the warehouse;

[0011] Score each existing packaging material in the warehouse according to the reusability of the packaging material, to obtain the second score of each existing packaging material in the warehouse;

[0012] Take the sum of the first score and the second score of each existing packaging material in the warehouse as the score for the ease of installation and disassembly of each existing packaging material in the warehouse.

[0013] In one embodiment, the step of selecting a target packaging material according to the real-time goods information of the current order and the score for the ease of installation and disassembly of each existing packaging material in the warehouse includes:

[0014] Determine multiple pending packaging materials from the existing packaging materials in the warehouse according to the real-time goods information of the current order, where the real-time goods information of the current order includes the goods protection requirements, material cost, transportation cost, environmental protection requirements, and / or the priority of the ease of installation and disassembly specified in the order;

[0015] Among the pending packaging materials, determine the target packaging material that is the easiest to install and disassemble based on the score for the ease of installation and disassembly.

[0016] In one embodiment, the step of scoring each existing packaging material in the warehouse according to the evaluation index to obtain the score for the ease of installation and disassembly of each existing packaging material in the warehouse includes:

[0017] Score each existing packaging material in the warehouse according to the evaluation index to obtain the packing score, unpacking score, and reusability score of each existing packaging material in the warehouse;

[0018] Take the packing score, the unpacking score, and the reusability score as the score for the ease of installation and disassembly of the existing packaging materials in the warehouse.

[0019] In one embodiment, the step of selecting a target packaging material according to the real-time goods information of the current order and the score for the ease of installation and disassembly of each existing packaging material in the warehouse includes:

[0020] Determine the type of business scenario according to the real-time goods information of the current order, and determine the priority weights for packing, unpacking, and reuse in the type of business scenario;

[0021] Calculate the comprehensive score of the existing packaging materials in the warehouse according to the packing score, unpacking score, reusability score, and their respective corresponding priority weights in the type of business scenario;

[0022] Among the existing packaging materials in the warehouse, determine the target packaging material that is most easily assembled and disassembled based on the comprehensive score.

[0023] In one embodiment, the method further includes:

[0024] Obtain historical order packaging information, where 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 for packing, unpacking, and reuse under the historical business scenario types, historical target packaging materials, and historical packaging feedback information, where the packaging feedback information includes packaging breakage rates, packaging complaint data, and packaging operator ratings;

[0025] Dynamically adjust the magnitudes of the priority weights for packing, unpacking, and reuse according to the historical order packaging information.

[0026] In addition, to achieve the above object, the present application also proposes a recommendation device for warehouse packaging materials, and the recommendation device for warehouse packaging materials includes:

[0027] An acquisition module, configured to acquire packaging material information and evaluation indicators of existing packaging materials in the warehouse;

[0028] A scoring module, configured to score each existing packaging material in the warehouse according to the evaluation indicators to obtain the scores of the ease of assembly and disassembly of each existing packaging material in the warehouse;

[0029] A selection module, configured to select a target packaging material according to the real-time goods information of the current order and the scores of the ease of assembly and disassembly of each existing packaging material in the warehouse, so as to use the target packaging material to pack the goods of the current order.

[0030] In addition, to achieve the above object, the present application also proposes a recommendation device for warehouse packaging materials, and the device includes: a memory, a processor, and a computer program stored on the memory and executable on the processor, where the computer program is configured to implement the steps of the recommendation method for warehouse packaging materials as described above.

[0031] In addition, to achieve the above object, the present application also proposes a storage medium, the storage medium is a computer-readable storage medium, and a computer program is stored on the storage medium, and when the computer program is executed by a processor, the steps of the recommendation method for warehouse packaging materials as described above are implemented.

[0032] In addition, to achieve the above object, the present application also provides a computer program product, the computer program product includes a computer program, and when the computer program is executed by a processor, the steps of the recommendation method for warehouse packaging materials as described above are implemented.

[0033] One or more technical solutions proposed in this application have at least the following technical effects:

[0034] In this application, a recommendation method for warehouse packaging materials that comprehensively considers the ease of assembly and disassembly of packaging materials is proposed. In this method, first, the system obtains relevant information about the existing packaging materials in the warehouse, including the type, size, cost, etc. of the materials, and sets its evaluation indicators. Then, each packaging material is scored according to factors such as the tools required for assembly and disassembly, the complexity of the assembly and disassembly operation steps, the time required for assembly and disassembly, the manpower requirements for assembly and disassembly, and the reusability of the packaging materials, to obtain a score for the ease of assembly and disassembly. Finally, based on the real-time cargo information of the current order (such as cargo protection requirements, material costs, transportation costs, environmental protection requirements, etc.), multiple pending packaging materials are screened out from the existing packaging materials in the warehouse. Based on the score for the ease of assembly and disassembly, the most easily assembled and disassembled target packaging material is selected from the pending packaging materials for packing the goods of the current order. Thus, compared with the existing recommendation and selection methods for current warehouse packaging materials, the influence of the ease of assembly and disassembly of packaging materials is further comprehensively considered to improve the recommendation accuracy of warehouse packaging materials. Description of the Drawings

[0035] The drawings here are incorporated into the specification and form a part of this specification, showing embodiments consistent with this application, and are used together with the specification to explain the principles of this application.

[0036] To more clearly illustrate the technical solutions in the embodiments of this application or the prior art, the following will briefly introduce the drawings required for use in the description of the embodiments or the prior art. Obviously, for those of ordinary skill in the art, without creative efforts, other drawings can also be obtained based on these drawings.

[0037] Figure 1 It is a schematic flowchart provided for Embodiment 1 of the recommendation method for warehouse packaging materials of this application;

[0038] Figure 2 It is a schematic selection diagram provided for Embodiment 1 of the recommendation method for warehouse packaging materials of this application;

[0039] Figure 3 It is a schematic flowchart provided for Embodiment 2 of the recommendation method for warehouse packaging materials of this application;

[0040] Figure 4 It is a schematic module structure diagram of the recommendation device for warehouse packaging materials in the embodiments of this application;

[0041] Figure 5 It is a schematic device structure diagram of the hardware operating environment involved in the recommendation method for warehouse packaging materials in the embodiments of this application.

[0042] The realization of the purpose, functional features and advantages of this application will be further described in conjunction with embodiments with reference to the accompanying drawings. Detailed implementation manners

[0043] It should be understood that the specific embodiments described herein are only used to explain the technical solutions of this application and are not used to limit this application.

[0044] For a better understanding of the technical solutions of this application, the following will be described in detail in conjunction with the drawings of the specification and specific implementation manners.

[0045] It should be noted that the execution subject of this 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 implementing the above functions, a recommendation device for warehouse packaging materials, etc. The following takes the recommendation device for warehouse packaging materials as an example to illustrate this embodiment and the following embodiments.

[0046] Based on this, the embodiment of this application provides a method for recommending warehouse packaging materials, referring to Figure 1 , Figure 1 is a schematic flowchart of the first embodiment of the method for recommending warehouse packaging materials of this application.

[0047] In this embodiment, the method for recommending warehouse packaging materials includes steps S10 to S30:

[0048] Step S10, obtain the packaging material information of the existing packaging materials in the warehouse and the 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, winding films, bubble bags, pearl cotton, tapes, strapping tapes, etc. The packaging material information of the existing packaging materials in the warehouse includes the attributes of the packaging materials such as size (length, width, height), weight, shape complexity (sphere / irregular part), 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 they can be scored according to the evaluation indexes.

[0050] Step S20, score each of the existing packaging materials in the warehouse according to the evaluation indexes to obtain the score of the ease of assembly and disassembly of each of the existing packaging materials in the warehouse;

[0051] The evaluation index for scoring each existing packaging material in the warehouse is the index used to score the ease of assembly and disassembly of the packaging material, so as to characterize and label the ease of assembly and disassembly of each packaging material. Specifically, it may include the tools required for assembly and disassembly, the complexity of the assembly and disassembly operation steps, the time required for assembly and disassembly, and / or the labor requirements for assembly and disassembly, as well as the reusability, etc. Further, if the more tools required for assembly and disassembly, the more complex the assembly and disassembly operation steps, the longer the time required for assembly and disassembly, and / or the greater the labor requirements for assembly and disassembly, and the lower the reusability, the more difficult it is to assemble and disassemble the packaging material.

[0052] Step S30: Select a target packaging material according to the real-time goods information of the current order and the scores of the ease of assembly and disassembly of each existing packaging material in the warehouse, so as to use the target packaging material to pack the goods of the current order.

[0053] Score each existing packaging material in the warehouse according to the evaluation index to obtain the scores of the ease of assembly and disassembly. And in combination with the real-time goods information of the current order (such as goods protection requirements, material costs, transportation costs, environmental protection requirements, etc.), screen out multiple pending packaging materials from the existing packaging materials in the warehouse. Further, based on the scores of the ease of assembly and disassembly, select the most easily assembled and disassembled target packaging material from the pending packaging materials to pack the goods of the current order.

[0054] Refer to Figure 2 After determining the existing packaging materials 1-N in the warehouse, score them through the evaluation index to obtain the scores of the ease of assembly and disassembly 1-N of each existing packaging material in the warehouse. Then, combine the real-time goods information of the current order with the scores of the ease of assembly and disassembly of each existing packaging material in the warehouse to determine the target packaging material.

[0055] Thus, compared with the existing recommendation and selection methods of the current warehouse packaging materials, the influence of the ease of assembly and disassembly of the packaging materials is further comprehensively considered to improve the recommendation accuracy of the warehouse packaging materials.

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

[0057] Score each existing packaging material in the warehouse according to the tools required for assembly and disassembly, the complexity of the assembly and disassembly operation steps, the time required for assembly and disassembly, and / or the labor requirements for assembly and disassembly to obtain the first score of each existing packaging material in the warehouse;

[0058] Score each existing packaging material in the warehouse according to the reusability of the packaging material to obtain the second score of each existing packaging material in the warehouse;

[0059] Take the sum of the first score and the second score of each existing packaging material in the warehouse as the score of the ease of assembly and disassembly of each existing packaging material in the warehouse.

[0060] In this embodiment, a method is provided for scoring each existing packaging material in the warehouse according to evaluation indicators to obtain the scores of the ease of assembly and disassembly of each existing packaging material in the warehouse.

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

[0062] In one embodiment, the scoring rules for reference are as follows: 1. In the dimension of tool dependence, if no tools are required and it can be disassembled by hand, the score is the first score, such as 1 point; if special tools such as knives are required, the score is the second score, such as 5 points. 2. In the dimension of operation steps, if it is simple folding / encapsulation, such as single-step tearing, the score is the first score; if multi-layer reinforcement or layer-by-layer disassembly is required, the score is the second score. 3. In the dimension of time consumption, if the time consumption (calculated according to the average operation time) is within 1 minute, the score is the first score; if the time consumption is greater than 5 minutes, the score is the second score. 4. In the dimension of manpower requirements, if it can be easily completed by a single person, the score is the first score; if multi-person collaboration and auxiliary tools are required, the score is the second score. 5. In the dimension of reusability, if there is no requirement (not involved in packing), that is, it can be reused without damage, the score is the first score; if complete destruction is required, the score is the second score.

[0063] The scores in dimensions such as the tools required for assembly and disassembly, the complexity of the assembly and disassembly operation steps, the time required for assembly and disassembly, and / or the manpower requirements for assembly and disassembly are used as the first scores of the existing packaging materials in the warehouse; the scores in the dimension of the reusability of the packaging material are used as the second scores of the existing packaging materials in the warehouse; and then the score of the ease of assembly and disassembly of the existing packaging materials in the warehouse is determined as the sum of the first score and the second score of the existing packaging materials in the warehouse.

[0064] As above, through the predefined accurate and detailed scoring rules, the accurate scores of the ease of assembly and disassembly of the existing packaging materials in the warehouse are obtained, providing a basis for subsequent material recommendation.

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

[0066] According to the real-time cargo information of the current order, multiple pending packaging materials are determined among the existing packaging materials in the warehouse, where the real-time cargo information of the current order includes cargo protection requirements, material costs, transportation costs, environmental protection requirements, and / or the priority of the ease of assembly and disassembly specified in the order;

[0067] Among the pending packaging materials, the target packaging material that is easiest to assemble and disassemble is determined based on the scores of the ease of assembly and disassembly.

[0068] In this embodiment, a method for selecting a target packaging material is provided according to the real-time goods information of the current order and the scores of the ease of packing and unpacking of each packaging material already available in the warehouse.

[0069] In the process of determining multiple candidate packaging materials from the packaging materials already available in the warehouse according to the real-time goods information of the current order, according to the goods information and requirements, factors such as the need for goods protection (e.g., shockproof, moisture-proof, pressure-proof), transportation and budget costs (e.g., weight and volume of the packaging material), environmental protection requirements (e.g., recyclable, degradable), and user preferences (e.g., priority of ease of packing and unpacking, transportation mode) can be considered to determine multiple candidate packaging materials. Among them, the method for determining multiple candidate packaging materials from the packaging materials already available in the warehouse according to the real-time goods information of the current order that is currently available is not limited in this embodiment.

[0070] After determining multiple candidate packaging materials, the target packaging material that is the easiest to pack and unpack is further determined from the multiple candidate packaging materials based on the scores of the ease of packing and unpacking. Referring to the example in the above scoring rules where the first score is 1 point and the second score is 5 points, the candidate packaging material with the lowest score of the ease of packing and unpacking is selected as the target packaging material.

[0071] In addition to the relevant factors considered in the conventional method for recommending packaging materials, the influencing factor of the ease of packing and unpacking is further comprehensively considered, so as to select a packaging material that further matches the packaging requirements, and improve the accuracy of the packaging material recommendation and the adaptability to the packaging requirements.

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

[0073] Step S201: Score each packaging material already available in the warehouse according to the evaluation index to obtain the packing score, unpacking score, and reusability score of each packaging material already available in the warehouse;

[0074] Step S202: Use the packing score, unpacking score, and reusability score as the scores of the ease of packing and unpacking of the packaging materials already available in the warehouse.

[0075] In this embodiment, the scoring rules for scoring the existing packaging materials in the warehouse further include the packing score during packing, the unpacking score during unpacking, and the reusability score during packing and / or unpacking. Further, the packing score, the unpacking score, and the reusability score are used as the packing and unpacking difficulty scores of the existing packaging materials in the warehouse. That is to say, the finally obtained packing and unpacking difficulty scores include: 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 requirements for packing and unpacking during packing; 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 requirements for packing and unpacking during unpacking; and the reusability score.

[0076] In this way, the specific scenarios for scoring are further refined to obtain more accurate packing and unpacking difficulty scores.

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

[0078] Step S301: Determine the business scenario type according to the real-time goods information of the current order, and determine the priority weights for packing, unpacking, and reusing in the business scenario type;

[0079] Step S302: Calculate the comprehensive score of the existing packaging materials in the warehouse according to the packing score, the unpacking score, the reusability score, and their respective corresponding priority weights in the business scenario type;

[0080] Step S303: Based on the comprehensive score, determine the target packaging material that is the easiest to pack and unpack among the existing packaging materials in the warehouse.

[0081] The business scenario type of the current order refers to the business scenario type for packing and unpacking order goods, including e-commerce returns, factory bulk shipments, precision instrument transportation, and cold chain recycling packaging, etc. Under different business scenario types, the emphasis and urgency on packing, unpacking, and reuse are different, and the corresponding priority weights are different. For example, in the business scenario of e-commerce returns, unpacking > reusability > packing; in the business scenario of factory bulk shipments, packing > reusability > unpacking; in the business scenario of precision instrument transportation, packing > unpacking > reusability; in cold chain recycling packaging, reusability > unpacking > packing. Further, weight distribution is carried out according to their respective priorities. For example, in the business scenario of e-commerce returns, weight values of 45%, 30%, and 25% are given to unpacking, reusability, and packing respectively; in the business scenario of factory bulk shipments, weight values of 50%, 30%, and 20% are given to packing, reusability, and unpacking respectively. Thus, according to the packing score, unpacking score, reusability score, and their respective corresponding priority weights under 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 returns, the comprehensive score of the existing packaging materials in a certain warehouse = 45% * unpacking score + 30% * reusability score + 25% * packing score; in the business scenario of factory bulk shipments, the comprehensive score of the existing packaging materials in a certain warehouse = 50% * packing score + 30% * reusability score + 20% * unpacking score.

[0082] After calculating the comprehensive score of each packaging material in the existing packaging materials in the warehouse, based on the first score being 1 point and the second score being 5 points as exemplified in the above scoring rules, the pending packaging material with the lowest comprehensive score is selected as the target packaging material that is most easily packed and unpacked.

[0083] In this embodiment, in addition to considering the influencing factors of the ease of packing and unpacking, the specific order business scenario is further considered, and the packaging materials that are easy to pack and unpack under the order business scenario are selected, further improving the accuracy of packaging material recommendation.

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

[0085] Obtain historical order packaging information, where the historical order packaging information includes historical goods information of historical orders, the corresponding historical business scenario type of the historical goods information, the historical priority weights of packing, unpacking, and reuse under the historical business scenario type, historical target packaging materials, and historical packaging feedback information, where the packaging feedback information includes packaging breakage rate, packaging complaint data, and packaging operator scores;

[0086] Dynamically adjust the magnitude of the priority weights of packing, unpacking, and reuse according to the historical order packaging information.

[0087] Considering that there may be inaccuracies in the priority weights of packing, unpacking, and reuse in different business scenario types, in this embodiment, the priority weights of packing, unpacking, and reuse are further dynamically adjusted according to historical order packaging information to improve the accuracy of selecting packaging materials based on priority weights.

[0088] Among them, the historical order packaging information includes two types of information. One type is the information directly used during historical packing, such as the historical goods information of the historical order, the historical business scenario type corresponding to the historical goods information, the historical priority weights of packing, unpacking, and reuse in the historical business scenario type, and the historical target packaging materials. The other type is the information feedback after historical packing, such as the historical packaging feedback information including the packaging breakage rate, packaging complaint data, and packaging operator scores. Based on these two types of information, a priority weight adjustment model can be obtained based on expert experience or training to dynamically adjust the priority weights of packing, unpacking, and reuse.

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

[0090] This application also provides a recommended device for warehouse packaging materials. Please refer to Figure 4 , the recommended device for warehouse packaging materials includes:

[0091] An acquisition module 10, configured to acquire packaging material information and evaluation indicators of existing packaging materials in the warehouse;

[0092] A scoring module 20, configured to score each existing packaging material in the warehouse according to the evaluation indicators to obtain the score of the ease of packing and unpacking of each existing packaging material in the warehouse;

[0093] A selection module 30, configured to select a target packaging material according to the real-time goods information of the current order and the score of the ease of packing and unpacking of each existing packaging material in the warehouse, so as to pack the goods of the current order with the target packaging material.

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

[0095] Score each existing packaging material in the warehouse according to the tools required for packing and unpacking, the complexity of packing and unpacking operation steps, the time required for packing and unpacking, and / or the labor requirements for packing and unpacking to obtain the first score of each existing packaging material in the warehouse;

[0096] Score each existing packaging material in the warehouse according to the reusability of the packaging material to obtain the second score of each existing packaging material in the warehouse;

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

[0098] In one embodiment, the selection module 30 is further configured to:

[0099] According to the real-time goods information of the current order, determine multiple pending packaging materials among the existing packaging materials in the warehouse, where the real-time goods information of the current order includes the goods protection requirements, material cost, transportation cost, environmental protection requirements, and / or the priority of the ease of packing and unpacking specified in the order;

[0100] Among the pending packaging materials, determine the target packaging material that is the easiest to pack and unpack based on the score for the ease of packing and unpacking.

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

[0102] Score each existing packaging material in the warehouse according to the evaluation index to obtain the packing score, unpacking score, and reusability score of each existing packaging material in the warehouse;

[0103] Use the packing score, unpacking score, and reusability score as the score for the ease of packing and unpacking of the existing packaging materials in the warehouse.

[0104] In one embodiment, the selection module 30 is further configured to:

[0105] According to the real-time goods information of the current order, determine the type of business scenario, and determine the priority weights for packing, unpacking, and reusing in the business scenario type;

[0106] Calculate the comprehensive score of the existing packaging materials in the warehouse according to the packing score, unpacking score, reusability score, and their respective corresponding priority weights in the business scenario type;

[0107] Among the existing packaging materials in the warehouse, determine the target packaging material that is the easiest to pack and unpack based on the comprehensive score.

[0108] In one embodiment, the recommended device for warehouse packaging materials further includes an optimization module for:

[0109] Obtain the historical order packaging information, where the historical order packaging information includes the historical goods information of the historical order, the historical business scenario type corresponding to the historical goods information, the historical priority weights for packing, unpacking, and reusing in the historical business scenario type, the historical target packaging material, and the historical packaging feedback information, where the packaging feedback information includes the packaging breakage rate, packaging complaint data, and packaging operator score;

[0110] Dynamically adjust the magnitudes of the priority weights for packing, unpacking, and reusing according to the historical order packaging information.

[0111] The recommended device for warehouse packaging materials provided by this application adopts the recommended method for warehouse packaging materials in the above-mentioned embodiment, and can solve the technical problem that the current recommended method for warehouse packaging materials does not consider the ease of assembly and disassembly of packaging materials and has low recommendation accuracy. Compared with the prior art, the beneficial effects of the recommended device for warehouse packaging materials provided by this application are the same as those of the recommended method for warehouse packaging materials provided by the above-mentioned embodiment, and other technical features in the recommended device for warehouse packaging materials are the same as the features disclosed in the method of the above-mentioned embodiment, and will not be elaborated here.

[0112] This application provides a recommended device for warehouse packaging materials. The recommended device for warehouse packaging materials includes: at least one processor; and a memory communicatively connected to 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 recommended method for warehouse packaging materials in the first embodiment above.

[0113] Next, refer to Figure 5 , which shows a schematic structural diagram of a recommended device for warehouse packaging materials suitable for implementing the embodiments of this application. The recommended device for warehouse packaging materials in the embodiments of this application may include, but is not limited to, mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, PDAs (Personal Digital Assistants), PADs (Portable Application Descriptions: tablet computers), PMPs (Portable Media Players), in-vehicle terminals (such as in-vehicle navigation terminals), etc., and fixed terminals such as digital TVs, desktop computers, etc. Figure 5 The recommended device for warehouse packaging materials shown is only an example and should not impose any limitations on the functions and usage scope of the embodiments of this application.

[0114] As Figure 5As shown, the recommended device for warehouse packaging materials may include a processing device 1001 (such as a central processing unit, a graphics processing unit, etc.), which can perform various appropriate actions and processes according to the program stored in the read-only memory 1002 or the program loaded from the storage device 1003 into the random access memory 1004. In the random access memory 1004, various programs and data required for the operation of the recommended device for warehouse packaging materials 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. The input / output interface 1006 is also connected to the bus. Generally, the following systems may be connected to the input / output interface 1006: an input device 1007 including, for example, a touch screen, a touchpad, a keyboard, a mouse, an image sensor, a microphone, an accelerometer, a gyroscope, etc.; an output device 1008 including, for example, a liquid crystal display (LCD: Liquid Crystal Display), a speaker, a vibrator, etc.; a 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 recommended device for warehouse packaging materials to communicate with other devices wirelessly or wiredly to exchange data. Although the figure shows a recommended device for warehouse packaging materials with various systems, it should be understood that it is not required to implement or have all the shown systems. More or fewer systems can be alternatively implemented or had.

[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 computer software programs. For example, the embodiments disclosed in the present application include a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program contains program codes for executing the methods shown in the flowcharts. In such an embodiment, the computer program can be downloaded and installed from the 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 executed.

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

[0117] It should be understood that each part disclosed in this application can be implemented by hardware, software, firmware, or a combination thereof. In the description of the above embodiments, specific features, structures, materials, or characteristics can be combined in a suitable manner in any one or more embodiments or examples.

[0118] As described above, the above is only the specific implementation manner of this application, but the protection scope of this application is not limited thereto. Any person skilled in the art within the technical scope disclosed in this application can easily think of changes or substitutions, which should all be covered within the protection scope of this application. Therefore, the protection scope of this application should be subject to the protection scope of the claims.

[0119] This application provides a computer-readable storage medium having computer-readable program instructions (i.e., computer programs) stored thereon, and the computer-readable program instructions are used to execute the recommended method for warehouse packaging materials in the above embodiments.

[0120] The computer-readable storage medium provided by this application can be, for example, a USB flash drive, but is not limited to electrical, magnetic, optical, electromagnetic, infrared, or semiconductor systems or devices, or any combination of the above. More specific examples of computer-readable storage media can include, but are not limited to: electrical connections with one or more wires, portable computer disks, hard disks, random access memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM) or flash memory, optical fibers, portable compact disk read-only memory (CD-ROM), optical storage devices, magnetic storage devices, or any suitable combination of the above. In this embodiment, the computer-readable storage medium can be any tangible medium that contains or stores a program, and this program can be used by or combined 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: wires, optical cables, RF (Radio Frequency), etc., or any suitable combination of the above.

[0121] The above computer-readable storage medium can be included in the recommended device for warehouse packaging materials; it can also exist alone without being assembled into the recommended device for warehouse packaging materials.

[0122] The above computer-readable storage medium carries one or more programs, which, when executed by a recommended device for warehouse packaging materials, cause the recommended device for warehouse packaging materials to: obtain packaging material information of existing packaging materials in the warehouse and evaluation indicators of the packaging material information; score each existing packaging material in the warehouse according to the evaluation indicators to obtain the scores of the ease of assembly and disassembly of each existing packaging material in the warehouse; and select a target packaging material according to the real-time cargo information of the current order and the scores of the ease of assembly and disassembly of each existing packaging material in the warehouse, so as to pack the cargo of the current order with the target packaging material.

[0123] Computer program code for performing the operations of the present application may be written in one or more programming languages or combinations thereof. The programming languages include object-oriented programming languages such as Java, Smalltalk, C++, and also include conventional procedural programming languages such as the "C" language or similar programming languages. The program code may be executed entirely on the user's computer, partially on the user's computer, executed as a stand-alone software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In the case of a remote computer, the remote computer may 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 may be connected to an external computer (for example, by connecting through an Internet service provider using the Internet).

[0124] The flowcharts and block diagrams in the accompanying drawings illustrate the possible architectures, functions, and operations of systems, methods, and computer program products according to various embodiments of the present application. In this regard, each block in the flowchart or block diagram may represent a module, a program segment, or a part of code that contains one or more executable instructions for implementing the specified logical function. It should also be noted that in some alternative implementations, the functions marked in the blocks may occur in a different order than marked in the accompanying drawings. For example, two consecutive blocks shown may actually be executed substantially in parallel, and they may sometimes be executed in the reverse order, depending on the functions involved. It should also be noted that each block in the block diagram and / or flowchart, and the combination of blocks in the block diagram and / or flowchart, may be implemented by a dedicated hardware-based system for performing the specified functions or operations, or may be implemented by a combination of dedicated hardware and computer instructions.

[0125] The modules involved in the embodiments of the present application can be implemented in software or in hardware. Among them, the name of the module does not constitute a limitation to the unit itself in some cases.

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

[0127] The present application also provides a computer program product, including a computer program, and when the computer program is executed by a processor, it realizes the steps of the recommended method for warehouse packaging materials as described above.

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

[0129] The above are only some embodiments of the present application, and thus do not limit the patent scope of the present application. Any equivalent structural transformation made by using the description of the present application and the content of the drawings under the technical concept of the present application, or any direct / indirect application in other related technical fields is included in the patent protection scope of the present application.

Claims

1. A method for recommending warehouse packaging materials, characterized in that: The recommended methods for warehouse packaging materials include: Acquire packaging material information of packaging materials already in the warehouse and evaluation indicators of the packaging material information; Scoring each type of packaging material available in the warehouse according to the evaluation index to obtain a score for the difficulty of assembly and disassembly of each type of packaging material available in the warehouse; According to the real-time cargo information of the current order and the assembly and disassembly difficulty score of each type of packaging material available in the warehouse, a target packaging material is selected to pack the cargo of the current order using the target packaging material.

2. The method for recommending warehouse packaging materials according to claim 1, characterized in that: The step of scoring each type of packaging material available in the warehouse according to the evaluation index to obtain a score of the difficulty of assembly and disassembly of each type of packaging material available in the warehouse comprises: 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 type of packaging material available in the warehouse is scored to obtain a first score for each type of packaging material available in the warehouse; According to the reusability of the packaging materials, each type of packaging material already in the warehouse is scored to obtain a second score for each type of packaging material already in the warehouse; The sum of the first score and the second score of each type of packaging material available in the warehouse is used as the difficulty score of assembly and disassembly of each type of packaging material available in the warehouse.

3. The method for recommending warehouse packaging materials according to claim 1, characterized in that: The step of selecting target packaging materials according to the real-time cargo information of the current order and the assembly and disassembly difficulty score of each packaging material available in the warehouse includes: Determine multiple pending packaging materials from existing packaging materials in the warehouse 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 assembly and disassembly difficulty priority specified in the order; Among the undetermined packaging materials, a target packaging material that is easiest to assemble and disassemble is determined based on the assembly and disassembly difficulty score.

4. The method for recommending warehouse packaging materials according to claim 1, characterized in that: The step of scoring each type of packaging material available in the warehouse according to the evaluation index to obtain a score of the difficulty of assembly and disassembly of each type of packaging material available in the warehouse comprises: Scoring each type of packaging material available in the warehouse according to the evaluation index to obtain a packing score, an unpacking score, and a reusability score for each type of packaging material available in the warehouse; The packing score, the unpacking score and the reusability score are used as the packing and unpacking difficulty scores of the packaging materials available in the warehouse.

5. The method for recommending warehouse packaging materials according to claim 4, characterized in that: The step of selecting target packaging materials according to the real-time cargo information of the current order and the assembly and disassembly difficulty score of each packaging material available in the warehouse includes: Determine the business scenario type based on the real-time cargo information of the current order, and determine the priority weights of packaging, unpacking, and reuse under the business scenario type; The comprehensive score of the packaging materials in the warehouse is calculated based on the packing score, unpacking score, and reusability score and the priority weights corresponding to each of the business scenario types; Among the packaging materials already in the warehouse, the target packaging material that is easiest to assemble and disassemble is determined based on the comprehensive score.

6. The method for recommending warehouse packaging materials according to claim 5, characterized in that: The method further comprises: Acquire historical order packaging information, 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 packaging, 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 scores; According to the historical order packaging information, the priority weights of packing, unpacking and reuse are dynamically adjusted.

7. A recommended device for warehouse packaging materials, characterized in that: The recommended equipment for the warehouse packaging materials includes: An acquisition module is used to obtain packaging material information and evaluation indicators of packaging materials already in the warehouse; A scoring module, used to score each type of packaging material in the warehouse according to the evaluation index, and obtain a score of the difficulty of assembly and disassembly of each type of packaging material in the warehouse; The selection module is used to select target packaging materials according to the real-time cargo information of the current order and the assembly and disassembly difficulty scores of each type of packaging materials available in the warehouse, so as to use the target packaging materials to pack the cargo of the current order.

8. A recommended equipment for warehouse packaging materials, characterized in that, The device 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 method for recommending warehouse packaging materials according to any one of claims 1 to 6.

9. A storage medium, characterized in that: The storage medium is a computer-readable storage medium, and a computer program is stored on the storage medium. When the computer program is executed by a processor, the steps of the method for recommending warehouse packaging materials according to any one of claims 1 to 6 are implemented.

10. A computer program product, characterized in that The computer program product comprises a computer program, and when the computer program is executed by a processor, the steps of the method for recommending warehouse packaging materials according to any one of claims 1 to 6 are implemented.

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