CN114897467A - Accessory replenishment method and device, readable storage medium and electronic equipment - Google Patents

Accessory replenishment method and device, readable storage medium and electronic equipment Download PDF

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CN114897467A
CN114897467A CN202210512397.7A CN202210512397A CN114897467A CN 114897467 A CN114897467 A CN 114897467A CN 202210512397 A CN202210512397 A CN 202210512397A CN 114897467 A CN114897467 A CN 114897467A
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information
replenishment
accessories
accessory
forecast
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徐开亮
王明怀
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Ufida Automotive Information Technology Shanghai Co ltd
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Ufida Automotive Information Technology Shanghai Co ltd
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    • G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • G06—COMPUTING; CALCULATING OR COUNTING
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    • G06Q30/06—Buying, selling or leasing transactions
    • G06Q30/0601—Electronic shopping [e-shopping]
    • G06Q30/0633—Lists, e.g. purchase orders, compilation or processing
    • G06Q30/0635—Processing of requisition or of purchase orders
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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    • Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30—Computing systems specially adapted for manufacturing

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Abstract

The invention provides a method and a device for replenishing accessories, a readable storage medium and electronic equipment, wherein the method for replenishing accessories comprises the following steps: acquiring goods allocation information, wherein the goods allocation information comprises accessory information, demand information and inventory information; generating replenishment forecast information according to the distribution information; the accessory orders are generated according to the replenishment forecast information, and the accessory orders can be sent to systems of the dealers and manufacturers, so that the manufacturers can replenish the dealers in the accessory orders in time, enterprises can reasonably manage the inventory in each dealer shop, the capital occupation of the inventory is reasonably reduced, and the utilization rate of capital is improved to create more profits.

Description

Accessory replenishment method and device, readable storage medium and electronic equipment
Technical Field
The invention relates to the technical field of computers, in particular to a method and a device for replenishing accessories, a readable storage medium and electronic equipment.
Background
In the prior art, the inventory of accessories in a plurality of stores is huge, the occupancy rate of funds is high, the mobile funds of enterprises are reduced, the turnover rate of the accessories is low, the risk that the accessories become rigid pieces is great, but the inventory of the accessories in some stores is insufficient, so that an intelligent accessory replenishment device and a configuration method scheme in the automobile industry are needed, the inventory can be reasonably managed, and the inventory can be replenished in time.
Disclosure of Invention
The present invention is directed to solving at least the problems of the prior art or the related art.
To this end, a first aspect of the invention provides a method of restocking an accessory.
A second aspect of the invention provides a replenishment device for accessories.
A third aspect of the invention provides a readable storage medium.
A fourth aspect of the invention provides an electronic device.
In view of the above, a first aspect of the present invention provides a method for restocking accessories, including: acquiring goods allocation information, wherein the goods allocation information comprises accessory information, demand information and inventory information; generating replenishment forecast information according to the distribution information; and generating a fitting order according to the replenishment forecast information.
According to the technical scheme, the goods distribution information is obtained, the goods replenishment prediction information is generated according to the obtained goods distribution information, wherein the goods distribution information comprises accessory information, demand information and inventory information, an accessory order is generated according to the goods replenishment prediction information, and goods replenishment of accessories is completed through the accessory order.
According to the technical scheme, a distributor records distribution information in stores every day, uploads the distribution information, and a system generates replenishment forecast information according to accessory information, accessory demand information and inventory information in the distribution information uploaded by the distributor, so that the demand quantity of accessories in the stores where the distributor is located is forecasted, accessory orders are generated according to the forecasted demand quantity of the accessories in the stores, inventory of the accessories in the stores is reasonably managed, and the risks that the inventory quantity of the accessories is insufficient and the inventory quantity is excessive are reduced.
In the technical scheme, the goods allocation information comprises accessory information, demand information and inventory information, wherein the accessory information comprises accessory numbers, accessory brands, accessory types and accessory categories of accessories; the demand information is the selling condition of the accessories, and comprises accessory numbers of the accessories, the flow types of the accessories and the flow quantity of the accessories, wherein the flow types of the accessories and the flow quantity of the accessories are the selling modes of the accessories and the selling quantity of the accessories; the stock information includes the part number of the part, the stock number of the part, the maximum stock in the store, and the minimum stock in the store.
In the technical scheme, when the replenishment forecast information generated according to the distribution information is forecast, the selling condition corresponding to the accessories, the existing inventory of the accessories and the maximum and minimum inventory of the shop where the accessories are located are analyzed, and the accuracy of the forecast of the accessory demand is improved by considering the conditions.
In any of the above technical solutions, the accessory order is generated according to the replenishment prediction information, and the accessory order can be sent to the systems of the dealers and the manufacturers, so that the manufacturers can replenish the dealers in the accessory order in time, the enterprises can reasonably manage the inventory in each dealers, the capital occupation of the inventory is reasonably reduced, and the utilization rate of the capital is improved to create more profits.
According to the method for replenishing the fittings provided by the invention, the following additional technical characteristics can be provided:
in any of the above technical solutions, the obtaining of the distribution information specifically includes: setting a first acquisition duration; acquiring goods distribution information according to the first acquisition duration; the first acquisition duration is the interval duration for acquiring the distribution information.
In the technical scheme, in order to obtain the distribution information more in a standardized manner, the first obtaining time is set, and the distribution information is obtained every other first obtaining time, wherein the value of the first obtaining time can be one day or one week, so that a dealer can upload the distribution information in one day or one week, the system can predict the demand of stock quantity accessories of the dealer according to the sales condition of the accessories in one day or one week and the existing inventory of the accessories, and the maximum inventory quantity and the minimum inventory quantity in a shop of the dealer are combined, thereby preventing inaccurate replenishment prediction information caused by too frequent acquisition of the distribution information or too long acquisition time of the accessory information, and enabling an operating enterprise to more uniformly manage the inventory.
In any of the above technical solutions, generating replenishment forecast information according to the distribution information specifically includes: establishing a replenishment forecasting model according to the accessory information, the demand information and the inventory information; and generating replenishment forecast information according to the replenishment forecast model.
In the technical scheme, a replenishment prediction model is established through accessory information, demand information and inventory information in the distribution information, and replenishment prediction information is generated in the replenishment prediction model, wherein in the replenishment prediction model, the accessory information of a predicted accessory is firstly determined, and the accessory information, the selling condition of the accessory within one day or one week and the demand of the existing inventory on the accessory are predicted, so that the accuracy of prediction of the demand of one of the accessories is improved.
In any of the above technical solutions, establishing a replenishment prediction model according to the distribution information specifically includes: determining the category information of the accessory according to the accessory information; determining sales volume information of the accessories according to the demand information; determining the existing inventory information of the parts according to the inventory information; and establishing a replenishment forecasting model according to the category information, the sales volume information and the existing stock information.
In the above technical solution, the step of establishing the replenishment prediction model according to the distribution information specifically includes determining category information of the parts according to the parts information, that is, determining the category and the part number of the predicted parts, determining sales volume information of the parts, that is, a sales channel and a sales volume of the parts according to the demand information of the parts, and determining the existing stock quantity information of the parts, that is, the current remaining amount of the parts, and the maximum stock quantity and the minimum stock quantity of the parts in the store according to the stock information of the parts.
Furthermore, the category information, the sales volume information and the inventory information are integrated, a replenishment forecasting model of the part is established, and the demand of the part is forecasted through the model, so that the demand forecasting of the part is more targeted, and the inventory can be reasonably managed.
In any of the above technical solutions, generating replenishment forecast information according to the replenishment forecast model specifically includes: setting a first prediction duration, wherein the first prediction duration is used for indicating the prediction duration of the replenishment prediction model; and inputting the first predicted duration into a replenishment forecasting model to generate replenishment forecasting information.
In the above technical solution, the step of generating the replenishment forecast information according to the replenishment forecast model specifically includes setting a first forecast duration, and inputting the first forecast duration into the replenishment forecast model to generate the replenishment forecast information, where the first forecast duration is used to indicate a forecast duration of the replenishment forecast model.
Specifically, the first preset time is input into the replenishment forecasting model, so that when the replenishment forecasting model forecasts the demand of the accessories, the demand of the dealer on the accessories in a period of time can be forecasted, optionally, the first forecast time can be set to be one week or one month, namely, the replenishment forecasting model forecasts the demand of the dealer on the accessories in one week or one month, so that a manufacturer can replenish different dealer shops in time, the situation that the inventory of the accessories is too low due to untimely stocking is prevented, and the supply rate of the accessories is improved.
In any of the above technical solutions, the replenishment forecast information specifically includes: category information of the parts and demand information of the parts.
In the technical scheme, the replenishment forecast information comprises the category information of the accessories and the demand information of the accessories, so that the system can establish the accessory orders according to the demand information matched with the accessories, wrong accessory orders caused by mismatching of the accessories and the demand of the accessories are prevented, and the utilization rate of enterprise funds is improved.
In any of the above technical solutions, generating an order for an accessory according to the replenishment forecast information specifically includes: determining the ordering amount of the accessories according to the demand information of the accessories; and generating an accessory order according to the order quantity of the accessories and the category information of the accessories.
In the technical scheme, the order quantity of the accessories is determined according to the demand quantity information of the accessories, and then the accessory order is generated according to the order quantity of the accessories and the category information of the accessories, so that the order quantity corresponding to the accessories is obtained in the accessory order, wherein the order quantity of the accessories is determined by combining the demand quantity information of the accessories and the actual selling condition of the accessories, the accessories are supplemented more reasonably, and the management of inventory storage is met.
A second aspect of the present invention provides a replenishment device for accessories, the replenishment device for accessories including: the system comprises an acquisition unit, a storage unit and a processing unit, wherein the acquisition unit is used for acquiring distribution information which comprises accessory information, demand information and inventory information; the processing unit is used for generating replenishment forecast information according to the distribution information; and the generating unit is used for generating the accessory order according to the replenishment forecast information.
According to the technical scheme, the acquisition unit acquires the goods allocation information, the processing unit generates the goods replenishment prediction information according to the acquired goods allocation information, the goods allocation information comprises accessory information, demand information and inventory information, the generation unit generates an accessory order according to the goods replenishment prediction information, and goods replenishment of accessories is completed through the accessory order.
According to the technical scheme, a dealer records the distribution information in a store every day, the distribution information is uploaded, the acquisition unit acquires the distribution information uploaded by the dealer, the processing unit generates the replenishment prediction information according to the accessory information, the accessory demand information and the inventory information in the distribution information so as to predict the demand quantity of the accessory in the store where the dealer is located, the generation unit generates an accessory order according to the predicted demand quantity of the accessory in the store, the inventory of the accessory in the store is reasonably managed, and the risks that the inventory quantity of the accessory is insufficient and the inventory quantity is excessive are reduced.
In the technical scheme, the goods allocation information comprises accessory information, demand information and inventory information, wherein the accessory information comprises accessory numbers, accessory brands, accessory types and accessory categories of accessories; the demand information is the selling condition of the accessories, and comprises accessory numbers of the accessories, the flow types of the accessories and the flow quantity of the accessories, wherein the flow types of the accessories and the flow quantity of the accessories are the selling modes of the accessories and the selling quantity of the accessories; the stock information includes the part number of the part, the stock number of the part, the maximum stock in the store, and the minimum stock in the store.
In the technical scheme, when the replenishment forecast information generated according to the distribution information is forecast, the selling condition corresponding to the accessories, the existing inventory of the accessories and the maximum and minimum inventory of the shop where the accessories are located are analyzed, and the accuracy of the forecast of the accessory demand is improved by considering the conditions.
In any of the above technical solutions, the accessory order is generated according to the replenishment prediction information, and the accessory order can be sent to the systems of the dealers and the manufacturers, so that the manufacturers can replenish the dealers in the accessory order in time, the enterprises can reasonably manage the inventory in each dealers, the capital occupation of the inventory is reasonably reduced, and the utilization rate of the capital is improved to create more profits.
According to the replenishment device for the accessory provided by the invention, the following additional technical characteristics can be provided:
in any of the above technical solutions, the obtaining of the distribution information specifically includes: setting a first acquisition duration; acquiring goods distribution information according to the first acquisition duration; the first acquisition duration is the interval duration for acquiring the distribution information.
In the technical scheme, in the acquisition unit, in order to acquire the distribution information more normatively, a first acquisition time length is set, and the distribution information is acquired every other first acquisition time length, wherein the value of the first acquisition time length can be one day or one week, so that a dealer can upload the distribution information in one day or one week, the system can predict the demand of the dealer parts according to the sales condition of the parts in one day or one week and the existing inventory of the parts, and the maximum inventory quantity and the minimum inventory quantity in the dealer shop are combined, thereby preventing the inaccuracy of the replenishment prediction information caused by too frequent acquisition of the distribution information or overlong acquisition time of the part information, and enabling an operating enterprise to more uniformly manage the inventory.
In any of the above technical solutions, generating replenishment forecast information according to the distribution information specifically includes: establishing a replenishment forecasting model according to the accessory information, the demand information and the inventory information; and generating replenishment forecasting information according to the replenishment forecasting model.
In the above technical solution, the processing unit is specifically configured to establish a replenishment prediction model through accessory information, demand information, and inventory information in the distribution information, and generate replenishment prediction information in the replenishment prediction model, where in the replenishment prediction model, accessory information of a predicted accessory is first determined, and the accessory information, a selling condition of the accessory within one day or one week, and a demand of an existing inventory on the accessory are predicted, so that accuracy of prediction on demand of one of the accessories is improved.
In any of the above technical solutions, establishing a replenishment prediction model according to the distribution information specifically includes: determining the category information of the accessory according to the accessory information; determining sales volume information of the accessories according to the demand information; determining the existing inventory information of the parts according to the inventory information; and establishing a replenishment forecasting model according to the category information, the sales volume information and the existing stock information.
In the above technical solution, the step of establishing the replenishment prediction model according to the distribution information specifically includes determining category information of the parts according to the parts information, that is, determining the category and the part number of the predicted parts, determining sales volume information of the parts, that is, a sales channel and a sales volume of the parts according to the demand information of the parts, and determining the existing stock quantity information of the parts, that is, the current remaining amount of the parts, and the maximum stock quantity and the minimum stock quantity of the parts in the store according to the stock information of the parts.
Furthermore, the category information, the sales volume information and the inventory information are integrated, a replenishment forecasting model of the part is established, and the demand of the part is forecasted through the model, so that the demand forecasting of the part is more targeted, and the inventory can be reasonably managed.
In any of the above technical solutions, generating replenishment forecast information according to the replenishment forecast model specifically includes: setting a first prediction duration, wherein the first prediction duration is used for indicating the prediction duration of the replenishment prediction model; and inputting the first predicted duration into a replenishment forecasting model to generate replenishment forecasting information.
In the above technical solution, the step of generating the replenishment forecast information according to the replenishment forecast model specifically includes setting a first forecast duration, and inputting the first forecast duration into the replenishment forecast model to generate the replenishment forecast information, where the first forecast duration is used to indicate a forecast duration of the replenishment forecast model.
Specifically, the first preset time is input into the replenishment forecasting model, so that when the replenishment forecasting model forecasts the demand of the accessories, the demand of the dealer on the accessories in a period of time can be forecasted, optionally, the first forecast time can be set to be one week or one month, namely, the replenishment forecasting model forecasts the demand of the dealer on the accessories in one week or one month, so that a manufacturer can replenish different dealer shops in time, the situation that the inventory of the accessories is too low due to untimely stocking is prevented, and the supply rate of the accessories is improved.
In any of the above technical solutions, the replenishment forecast information specifically includes: category information of the parts and demand information of the parts.
In the technical scheme, the replenishment forecast information comprises the category information of the accessories and the demand information of the accessories, so that the system can establish the accessory orders according to the demand information matched with the accessories, wrong accessory orders caused by mismatching of the accessories and the demand of the accessories are prevented, and the utilization rate of enterprise funds is improved.
In any of the above technical solutions, generating an order for an accessory according to the replenishment forecast information specifically includes: determining the ordering amount of the accessories according to the demand information of the accessories; and generating an accessory order according to the order quantity of the accessories and the category information of the accessories.
In the technical scheme, the order quantity of the accessories is determined according to the demand quantity information of the accessories, and then the accessory order is generated according to the order quantity of the accessories and the category information of the accessories, so that the order quantity corresponding to the accessories is obtained in the accessory order, wherein the order quantity of the accessories is determined by combining the demand quantity information of the accessories and the actual selling condition of the accessories, the accessories are supplemented more reasonably, and the management of inventory storage is met.
A third aspect of the present invention provides a readable storage medium, on which a program or instructions are stored, which when executed by a processor implement the steps of the method for restocking an accessory as in any of the above-mentioned aspects.
The invention provides a readable storage medium, on which a program or instructions are stored, which when executed by a processor can implement the steps of the method for restocking an accessory according to any of the above-mentioned embodiments. Therefore, the readable storage medium provided by the present invention has all the advantages of the method for replenishing the accessories in any one of the above technical solutions, and details are not repeated herein.
A fourth aspect of the present invention provides an electronic device comprising: the replenishment device of the accessory in any technical scheme; and/or the readable storage medium of the above technical scheme.
The electronic device provided by the invention comprises the replenishment device for the accessories in any technical scheme, so that the electronic device has all the beneficial effects of the replenishment device for the accessories in any technical scheme, and the details are not repeated herein. Further, the electronic device provided by the present invention may further include the readable storage medium defined in the above technical solution. Therefore, the electronic device provided by the present invention has all the advantages of the readable storage medium defined in the above technical solution, and details are not described herein again.
Additional aspects and advantages of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
Drawings
The above and/or additional aspects and advantages of the present invention will become apparent and readily appreciated from the following description of the embodiments, taken in conjunction with the accompanying drawings of which:
FIG. 1 shows one of the flow diagrams of a method of restocking an accessory of an embodiment of the present invention;
FIG. 2 is a second flow chart of a method for restocking accessories according to an embodiment of the present invention;
FIG. 3 is a third schematic flow chart illustrating a method of restocking an accessory in accordance with an embodiment of the present invention;
FIG. 4 shows a fourth flowchart of a method of restocking an accessory according to an embodiment of the present invention;
FIG. 5 shows a fifth flowchart of a method of restocking an accessory according to an embodiment of the present invention;
FIG. 6 shows a sixth schematic flow chart of a method of restocking an accessory in an embodiment of the invention;
FIG. 7 shows a seventh schematic flow chart of a method of restocking an accessory in an embodiment of the present invention;
FIG. 8 shows a schematic block diagram of a replenishment mechanism for an accessory according to an embodiment of the invention;
FIG. 9 is a schematic diagram illustrating replenishment forecast information in accordance with an embodiment of the present invention;
FIG. 10 shows a schematic diagram of the general idea of an embodiment of the invention;
fig. 11 shows a general flowchart of a method of restocking a fitting of an embodiment of the present invention.
Detailed Description
In order that the above objects, features and advantages of the present invention can be more clearly understood, a more particular description of the invention will be rendered by reference to the appended drawings. It should be noted that the embodiments and features of the embodiments of the present application may be combined with each other without conflict.
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention, however, the present invention may be practiced in other ways than those specifically described herein, and therefore the scope of the present invention is not limited by the specific embodiments disclosed below.
Example one
As shown in fig. 1, an embodiment of a first aspect of the present invention provides a method for restocking accessories, the method for restocking accessories including:
step 102: acquiring goods allocation information, wherein the goods allocation information comprises accessory information, demand information and inventory information;
step 104: generating replenishment forecast information according to the distribution information;
step 106: and generating a fitting order according to the replenishment forecast information.
In the embodiment of the invention, the goods allocation information is obtained, the goods replenishment prediction information is generated according to the obtained goods allocation information, wherein the goods allocation information comprises the accessory information, the demand information and the inventory information, the accessory order is generated according to the goods replenishment prediction information, and the goods replenishment of the accessories is completed through the accessory order.
In the embodiment, the dealer records the distribution information in the stores every day, uploads the distribution information, the system generates the replenishment forecast information according to the accessory information, the accessory demand information and the inventory information in the distribution information uploaded by the dealer, so as to forecast the demand quantity of the accessories in the stores where the dealer is located, and generates the accessory orders according to the forecast demand quantity of the accessories in the stores, so that the inventory of the accessories in the stores is reasonably managed, and the risks that the inventory quantity of the accessories is insufficient and the inventory quantity is excessive are reduced.
In the above embodiment, the goods allocation information includes accessory information, demand information, and stock information, and the accessory information includes an accessory number, an accessory brand, an accessory type, and an accessory category of an accessory; the demand information is the selling condition of the accessories, and comprises accessory numbers of the accessories, the flow types of the accessories and the flow quantity of the accessories, wherein the flow types of the accessories and the flow quantity of the accessories are the selling modes of the accessories and the selling quantity of the accessories; the stock information includes the part number of the part, the stock number of the part, the maximum stock in the store, and the minimum stock in the store.
In the above embodiment, when predicting the replenishment prediction information generated from the distribution information, the sales condition corresponding to the parts, the existing stock quantity of the parts, and the maximum and minimum stock quantities of the store where the parts are located are analyzed, and the accuracy of the demand quantity prediction of the parts is improved by considering the above conditions.
In any of the embodiments, the accessory order is generated according to the replenishment forecast information, and the accessory order can be sent to the systems of the dealers and the manufacturers, so that the manufacturers can replenish the dealers stores in time according to the accessories in the accessory order, the enterprises can reasonably manage the inventory in each dealers store, the capital occupation of the inventory is reasonably reduced, and the utilization rate of the capital is improved to create more profits.
Example two
As shown in fig. 2, in any of the above embodiments, the obtaining of the shipment information specifically includes:
step 202: setting a first acquisition duration;
step 204: acquiring goods distribution information according to the first acquisition duration; the first acquisition duration is the interval duration for acquiring the goods distribution information;
step 206: generating replenishment forecast information according to the distribution information;
step 208: and generating a fitting order according to the replenishment forecast information.
In the above embodiment, in order to obtain the distribution information more normatively, the first obtaining time duration is set, and the distribution information is obtained every other first obtaining time duration, where a value of the first obtaining time duration may be one day or one week, so that a dealer can upload the distribution information in one day or one week, so that the system can predict the demand of the dealer parts according to the sales condition of the parts in one day or one week and the existing inventory of the parts, and by combining the maximum inventory quantity and the minimum inventory quantity in the dealer shop, inaccurate replenishment prediction information caused by too frequent acquisition of the distribution information or too long acquisition time of the part information is prevented, and the management enterprise can make inventory management more uniform.
EXAMPLE III
As shown in fig. 3, in any of the above embodiments, generating replenishment forecast information according to the distribution information specifically includes:
step 302: setting a first acquisition duration;
step 304: acquiring goods distribution information according to the first acquisition duration; the first acquisition duration is the interval duration for acquiring the goods distribution information;
step 306: establishing a replenishment forecasting model according to the accessory information, the demand information and the inventory information;
step 308: generating replenishment forecasting information according to the replenishment forecasting model;
step 310: and generating a fitting order according to the replenishment forecast information.
In the embodiment, the replenishment prediction model is established through the accessory information, the demand information and the inventory information in the distribution information, and the replenishment prediction information is generated in the replenishment prediction model, wherein in the replenishment prediction model, the accessory information of the predicted accessory is firstly determined, and the accessory information, the selling condition of the accessory in one day or one week and the demand of the existing inventory on the accessory are predicted, so that the accuracy of prediction on the demand of one of the accessories is improved.
Example four
As shown in fig. 4, in any of the above embodiments, establishing a replenishment forecasting model according to the shipment information specifically includes:
step 402: setting a first acquisition duration;
step 404: acquiring goods distribution information according to the first acquisition duration; the first acquisition duration is the interval duration for acquiring the goods distribution information;
step 406: determining the category information of the accessory according to the accessory information;
step 408: determining sales volume information of the accessories according to the demand information;
step 410: determining the existing inventory information of the parts according to the inventory information;
step 412: establishing a replenishment forecasting model according to the category information, the sales volume information and the existing stock information;
step 414: generating replenishment forecasting information according to the replenishment forecasting model;
step 416: and generating a fitting order according to the replenishment forecast information.
In the above embodiment, the step of building the replenishment prediction model according to the distribution information specifically includes determining category information of the part according to the part information, that is, determining the type and the part number of the predicted part, determining sales volume information of the part according to the demand information of the part, that is, the sales channel and the sales volume of the part, and determining the existing stock quantity information of the part according to the stock information of the part, that is, the current remaining amount of the part and the maximum stock quantity and the minimum stock quantity of the part in the store.
Furthermore, the category information, the sales volume information and the inventory information are integrated, a replenishment forecasting model of the part is established, and the demand of the part is forecasted through the model, so that the demand forecasting of the part is more targeted, and the inventory can be reasonably managed.
EXAMPLE five
As shown in fig. 5, in any of the above embodiments, the generating of the replenishment forecast information according to the replenishment forecast model specifically includes:
step 502: setting a first acquisition duration;
step 504: acquiring goods distribution information according to the first acquisition duration; the first acquisition duration is the interval duration for acquiring the goods distribution information;
step 506: determining the category information of the accessory according to the accessory information;
step 508: determining sales volume information of the accessories according to the demand information;
step 510: determining the existing inventory information of the parts according to the inventory information;
step 512: establishing a replenishment forecasting model according to the category information, the sales volume information and the existing stock information;
step 514: setting a first prediction duration, wherein the first prediction duration is used for indicating the prediction duration of the replenishment prediction model;
step 516: inputting the first predicted duration into a replenishment prediction model to generate replenishment prediction information;
step 518: and generating a fitting order according to the replenishment forecast information.
In the above embodiment, the step of generating the replenishment forecast information according to the replenishment forecast model specifically includes setting a first forecast duration, and inputting the first forecast duration into the replenishment forecast model to generate the replenishment forecast information, where the first forecast duration is used to indicate a forecast duration of the replenishment forecast model.
Specifically, the first preset time is input into the replenishment forecasting model, so that when the replenishment forecasting model forecasts the demand of the accessories, the demand of the dealer on the accessories in a period of time can be forecasted, optionally, the first forecast time can be set to be one week or one month, namely, the replenishment forecasting model forecasts the demand of the dealer on the accessories in one week or one month, so that a manufacturer can replenish different dealer shops in time, the situation that the inventory of the accessories is too low due to untimely stocking is prevented, and the supply rate of the accessories is improved.
As shown in fig. 9, fig. 9 is a schematic diagram of the generated replenishment forecast information, fig. 9 includes two parts, namely a part for inquiring the replenishment forecast information and a part for displaying the inquired replenishment forecast information, a part for displaying the replenishment forecast information is displayed below fig. 9, forecast information of demand amounts of the accessories for 1 month, 2 months, 3 months and 4 months of the four different types of accessories and the quantity of the shortage of the accessories are displayed, wherein the BO quantity is the quantity of the shortage of the accessories.
Further, a portion for inquiring the replenishment forecast information is shown above fig. 9, and a generation interface of the replenishment forecast information is displayed, and the user can inquire the result of the replenishment forecast by inputting specific information, for example, can input data such as the supplier of the parts, the frequency of ordering and the period of ordering to inquire the replenishment forecast information of the parts corresponding to the data such as the supplier of the parts, the frequency of ordering and the period of ordering.
EXAMPLE six
As shown in fig. 6, in any of the above embodiments, the method for restocking a fitting further includes:
step 602: setting a first acquisition duration;
step 604: acquiring goods distribution information according to the first acquisition duration; the first acquisition duration is the interval duration for acquiring the goods distribution information;
step 606: determining the category information of the accessory according to the accessory information;
step 608: determining sales volume information of the accessories according to the demand information;
step 610: determining the existing inventory information of the parts according to the inventory information;
step 612: establishing a replenishment forecasting model according to the category information, the sales volume information and the existing stock information;
step 614: setting a first prediction duration, wherein the first prediction duration is used for indicating the prediction duration of the replenishment prediction model;
step 616: inputting the first predicted duration into a replenishment prediction model to generate replenishment prediction information;
step 618: the replenishment forecast information specifically comprises the category information of the accessories and the demand information of the accessories;
step 620: and generating a fitting order according to the replenishment forecast information.
In the embodiment, the replenishment forecast information includes the category information of the parts and the demand information of the parts, so that the system can establish the order of the parts according to the demand information matched with the parts, thereby preventing the wrong order of the parts caused by the mismatching of the parts and the demand of the parts and improving the utilization rate of enterprise funds.
EXAMPLE seven
As shown in fig. 7, in any of the above embodiments, generating the parts order according to the replenishment forecast information specifically includes:
step 702: setting a first acquisition duration;
step 704: acquiring goods distribution information according to the first acquisition duration; the first acquisition duration is the interval duration for acquiring the goods distribution information;
step 706: determining the category information of the accessory according to the accessory information;
step 708: determining sales volume information of the accessories according to the demand information;
step 710: determining the existing inventory information of the parts according to the inventory information;
step 712: establishing a replenishment forecasting model according to the category information, the sales information and the existing stock information;
step 714: setting a first prediction duration, wherein the first prediction duration is used for indicating the prediction duration of the replenishment prediction model;
step 716: inputting the first predicted duration into a replenishment prediction model to generate replenishment prediction information;
step 718: the replenishment forecast information specifically comprises the category information of the accessories and the demand information of the accessories;
step 720: determining the ordering quantity of the accessories according to the demand quantity information of the accessories;
step 722: and generating an accessory order according to the order quantity of the accessories and the category information of the accessories.
In the embodiment, the order quantity of the accessories is determined according to the demand quantity information of the accessories, and then the accessory order is generated according to the order quantity of the accessories and the category information of the accessories, so that the order quantity corresponding to the accessories is obtained in the accessory order, wherein the order quantity of the accessories is determined by combining the demand quantity information of the accessories and the actual selling condition of the accessories, so that the accessories are supplemented more reasonably, and the management of inventory storage is met.
Example eight
As shown in fig. 10, in any of the above embodiments, fig. 10 is a schematic diagram of the general idea of the embodiment, and integrates the parts information, the demand information, and the inventory information, and establishes a replenishment forecast model according to the parts information, the demand information, and the inventory information, and performs replenishment forecast in the replenishment forecast model, and then generates a parts order according to the replenishment forecast information, and sends the parts order to the systems of the dealer and the manufacturer.
Specifically, the accessory information comprises an accessory number, an accessory brand, an accessory type and an accessory category of the accessory, and a component data structure is established for the replenishment prediction model; the demand information comprises accessory numbers of accessories, flowing types of the accessories and flowing quantities of the accessories, and business basis is provided for building a replenishment forecasting model, wherein the flowing types of the accessories are the selling types of the accessories, and the flowing quantities of the accessories are the quantity of the sold or returned accessories; the inventory information includes the part number of the part, the inventory number of the part, the maximum inventory of the store where the part is located and the minimum inventory of the store where the part is located, and provides the existing inventory of the part for the establishment of the replenishment prediction model. Integrating the information and generating a replenishment forecasting model, wherein in the replenishment forecasting model, the category information of the accessories is determined according to the accessory information of the accessories, the sales volume information of the accessories is determined according to the demand information of the accessories, the existing stock information of the accessories is determined according to the stock information of the accessories, the replenishment forecasting information is generated according to the category information, the sales volume information and the existing stock information, and the replenishment forecasting information is determined according to the replenishment forecasting information, wherein the accessory orders comprise the generation of the accessory orders and the sending of the generated accessory orders to the system of a distributor and a manufacturer, so that the manufacturer can timely replenish the accessories lacking in the distributor according to the accessory orders, and the distributor can reasonably manage the stock of a store according to the forecasting information and the accessory orders.
In the above technical solution, as shown in fig. 11, the method for replenishing accessories specifically includes the steps of:
step 1102: acquiring accessory information of an accessory;
step 1104: acquiring demand information of accessories;
step 1106: acquiring inventory information of the accessories;
step 1108: generating category information of the accessory according to the accessory information of the accessory;
step 1110: generating sales volume information of the accessories according to the demand information of the accessories;
step 1112: generating the existing inventory information of the parts according to the inventory information of the parts;
step 1114: establishing a replenishment forecasting model according to the category information, the sales volume information and the existing stock information of the accessories;
step 1116: generating replenishment forecasting information according to the replenishment forecasting model;
step 1118: generating an accessory order according to the replenishment prediction information;
step 1120: an order for the part is sent.
Example nine
As shown in fig. 8, a second embodiment of the present invention provides a replenishment device for accessories, where the replenishment device 800 for accessories includes: an obtaining unit 802, configured to obtain goods allocation information, where the goods allocation information includes accessory information, demand information, and inventory information; the processing unit 804 is used for generating replenishment forecast information according to the distribution information; a generating unit 806, configured to generate the parts order according to the replenishment forecast information.
In the embodiment of the invention, the obtaining unit obtains the goods allocation information, the processing unit generates the goods replenishment prediction information according to the obtained goods allocation information, wherein the goods allocation information comprises the accessory information, the demand information and the inventory information, the generating unit generates the accessory order according to the goods replenishment prediction information, and the goods replenishment of the accessories is completed through the accessory order.
In the embodiment, a dealer records the distribution information in the store every day, the distribution information is uploaded, the acquisition unit acquires the distribution information uploaded by the dealer, the processing unit generates the replenishment forecast information according to the accessory information, the accessory demand information and the inventory information in the distribution information so as to forecast the demand quantity of the accessories in the store where the dealer is located, and the generation unit generates the accessory order according to the forecast demand quantity of the accessories in the store, so that the inventory of the accessories in the store is reasonably managed, and the risks of insufficient inventory quantity and excessive inventory quantity of the accessories are reduced.
In the above embodiment, the goods allocation information includes accessory information, demand information, and stock information, and the accessory information includes an accessory number, an accessory brand, an accessory type, and an accessory category of an accessory; the demand information is the selling condition of the accessories, and comprises accessory numbers of the accessories, the flow types of the accessories and the flow quantity of the accessories, wherein the flow types of the accessories and the flow quantity of the accessories are the selling modes of the accessories and the selling quantity of the accessories; the stock information includes the part number of the part, the stock number of the part, the maximum stock in the store, and the minimum stock in the store.
In the above embodiment, when predicting the replenishment prediction information generated from the distribution information, the sales condition corresponding to the parts, the existing stock quantity of the parts, and the maximum and minimum stock quantities of the store where the parts are located are analyzed, and the accuracy of the demand quantity prediction of the parts is improved by considering the above conditions.
In any of the embodiments, the accessory order is generated according to the replenishment forecast information, and the accessory order can be sent to the systems of the dealers and the manufacturers, so that the manufacturers can replenish the dealers stores in time according to the accessories in the accessory order, the enterprises can reasonably manage the inventory in each dealers store, the capital occupation of the inventory is reasonably reduced, and the utilization rate of the capital is improved to create more profits.
Example ten
In any of the above embodiments, the obtaining the shipment information specifically includes: setting a first acquisition duration; acquiring goods distribution information according to the first acquisition duration; the first acquisition duration is the interval duration for acquiring the distribution information.
In the above embodiment, in the obtaining unit, in order to obtain the distribution information more normatively, a first obtaining time duration is set, and the distribution information is obtained every other first obtaining time duration, where a value of the first obtaining time duration may be one day or one week, so that a dealer can upload the distribution information in one day or one week, so that the system can predict a demand of the dealer parts according to a sales condition of the parts in one day or one week and an existing inventory of the parts, and by combining a maximum inventory amount and a minimum inventory amount in a dealer shop, inaccurate replenishment prediction information caused by too frequent acquisition of the distribution information or too long acquisition time of the parts information is prevented, and the inventory management of the management enterprise is more uniform.
In any of the embodiments described above, generating replenishment forecast information according to the distribution information specifically includes: establishing a replenishment forecasting model according to the accessory information, the demand information and the inventory information; and generating replenishment forecast information according to the replenishment forecast model.
In the above embodiment, the processing unit is specifically configured to establish a replenishment prediction model through the accessory information, the demand information and the inventory information in the distribution information, and generate replenishment prediction information in the replenishment prediction model, where in the replenishment prediction model, the accessory information of the predicted accessory is first determined, and the demand of the accessory is predicted according to the accessory information, the sales condition of the accessory within one day or one week and the existing inventory, so that the accuracy of prediction of the demand of one of the accessories is improved.
EXAMPLE eleven
In any of the embodiments above, establishing a replenishment forecasting model according to the distribution information specifically includes: determining the category information of the accessory according to the accessory information; determining sales volume information of the accessories according to the demand information; determining the existing inventory information of the parts according to the inventory information; and establishing a replenishment forecasting model according to the category information, the sales volume information and the existing stock information.
In the above embodiment, the step of building the replenishment prediction model according to the distribution information specifically includes determining category information of the part according to the part information, that is, determining the type and the part number of the predicted part, determining sales volume information of the part according to the demand information of the part, that is, the sales channel and the sales volume of the part, and determining the existing stock quantity information of the part according to the stock information of the part, that is, the current remaining amount of the part and the maximum stock quantity and the minimum stock quantity of the part in the store.
Furthermore, the category information, the sales volume information and the inventory information are integrated, a replenishment forecasting model of the part is established, and the demand of the part is forecasted through the model, so that the demand forecasting of the part is more targeted, and the inventory can be reasonably managed.
Example twelve
In any of the embodiments above, generating replenishment forecast information according to the replenishment forecast model specifically includes: setting a first prediction duration, wherein the first prediction duration is used for indicating the prediction duration of the replenishment prediction model; and inputting the first predicted duration into a replenishment forecasting model to generate replenishment forecasting information.
In the above embodiment, the step of generating the replenishment forecast information according to the replenishment forecast model specifically includes setting a first forecast duration, and inputting the first forecast duration into the replenishment forecast model to generate the replenishment forecast information, where the first forecast duration is used to indicate a forecast duration of the replenishment forecast model.
Specifically, the first preset time is input into the replenishment forecasting model, so that when the replenishment forecasting model forecasts the demand of the accessories, the demand of the dealer on the accessories in a period of time can be forecasted, optionally, the first forecast time can be set to be one week or one month, namely, the replenishment forecasting model forecasts the demand of the dealer on the accessories in one week or one month, so that a manufacturer can replenish different dealer shops in time, the situation that the inventory of the accessories is too low due to untimely stocking is prevented, and the supply rate of the accessories is improved.
Thirteen examples
In any of the above embodiments, the replenishment forecast information specifically includes: category information of the parts and demand information of the parts.
In the embodiment, the replenishment forecast information includes the category information of the parts and the demand information of the parts, so that the system can establish the order of the parts according to the demand information matched with the parts, thereby preventing the wrong order of the parts caused by the mismatching of the parts and the demand of the parts and improving the utilization rate of enterprise funds.
In any of the above embodiments, generating the parts order according to the replenishment forecast information specifically includes: determining the ordering amount of the accessories according to the demand information of the accessories; and generating an accessory order according to the order quantity of the accessories and the category information of the accessories.
In the embodiment, the order quantity of the accessories is determined according to the demand quantity information of the accessories, and then the accessory order is generated according to the order quantity of the accessories and the category information of the accessories, so that the order quantity corresponding to the accessories is obtained in the accessory order, wherein the order quantity of the accessories is determined by combining the demand quantity information of the accessories and the actual selling condition of the accessories, so that the accessories are supplemented more reasonably, and the management of inventory storage is met.
Example fourteen
In a third embodiment of the present invention, a readable storage medium is provided, where a program or an instruction is stored on the readable storage medium, and the program or the instruction when executed by a processor implements the steps of the method for replenishing an accessory according to any one of the above technical solutions.
The readable storage medium provided by the embodiment of the present invention stores a program or instructions thereon, and the program or instructions when executed by the processor can implement the steps of the method for replenishing accessories according to any one of the above technical solutions. Therefore, the readable storage medium provided by the present invention has all the advantages of the method for replenishing the accessories in any one of the above technical solutions, and details are not repeated herein.
Example fifteen
A fourth aspect of the present invention provides an electronic device, including: the replenishment device of the accessory in any technical scheme; and/or the readable storage medium of the above technical scheme.
The electronic device provided by the embodiment of the invention comprises the replenishment device for the accessories in any technical scheme, so that the electronic device has all the beneficial effects of the replenishment device for the accessories in any technical scheme, and the details are not repeated herein. Further, the electronic device provided by the present invention may further include the readable storage medium defined in the above technical solution. Therefore, the electronic device provided by the present invention has all the advantages of the readable storage medium defined in the above technical solution, and details are not described herein again.
Additional aspects and advantages of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
In the description herein, the description of the terms "one embodiment," "some embodiments," "specific embodiments," etc., means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
The above is only a preferred embodiment of the present invention, and is not intended to limit the present invention, and various modifications and changes will occur to those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (10)

1. A method of restocking an accessory, the method comprising:
acquiring goods allocation information, wherein the goods allocation information comprises accessory information, demand information and inventory information;
generating replenishment forecast information according to the distribution information;
and generating an accessory order according to the replenishment forecasting information.
2. The method for restocking accessories according to claim 1, wherein the acquiring of the shipment information specifically comprises:
setting a first acquisition duration;
acquiring the goods distribution information according to the first acquisition duration;
the first obtaining duration is the interval duration for obtaining the goods distribution information.
3. The method according to claim 1, wherein the generating the replenishment forecast information based on the replenishment information specifically comprises:
establishing a replenishment forecasting model according to the accessory information, the demand information and the inventory information;
and generating the replenishment forecast information according to the replenishment forecast model.
4. The method according to claim 3, wherein the creating of the replenishment forecast model based on the replenishment information comprises:
determining the category information of the accessory according to the accessory information;
determining sales volume information of the accessory according to the demand information;
determining the existing inventory information of the accessory according to the inventory information;
and establishing the replenishment forecasting model according to the category information, the sales volume information and the existing stock information.
5. The method according to claim 3, wherein the generating the replenishment forecast information according to the replenishment forecast model specifically comprises:
setting a first predicted time length, wherein the first predicted time length is used for indicating the predicted time length of the replenishment prediction model;
inputting the first predicted duration into the replenishment forecast model to generate the replenishment forecast information.
6. The method of replenishing accessories according to claim 1, wherein the replenishment forecast information specifically includes:
category information of the accessories and demand information of the accessories.
7. The method for replenishment of accessories according to any one of claims 1 to 6, wherein generating the order for accessories based on replenishment forecast information comprises:
determining the ordering amount of the accessories according to the demand information of the accessories;
and generating the accessory order according to the order quantity of the accessories and the category information of the accessories.
8. A replenishment device for accessories, characterized in that it comprises:
the system comprises an acquisition unit, a storage unit and a processing unit, wherein the acquisition unit is used for acquiring distribution information which comprises accessory information, demand information and inventory information;
the processing unit is used for generating replenishment forecast information according to the distribution information;
and the generating unit is used for generating an accessory order according to the replenishment forecast information.
9. A readable storage medium on which a program or instructions are stored, characterized in that said program or instructions, when executed by a processor, carry out the steps of a method of restocking an accessory according to any of claims 1 to 7.
10. An electronic device, comprising:
a replenishment device for the fitment of claim 8; and/or
The readable storage medium of claim 9.
CN202210512397.7A 2022-05-12 2022-05-12 Accessory replenishment method and device, readable storage medium and electronic equipment Pending CN114897467A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115496549A (en) * 2022-08-22 2022-12-20 上海网商电子商务有限公司 Order management system based on machine learning

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115496549A (en) * 2022-08-22 2022-12-20 上海网商电子商务有限公司 Order management system based on machine learning

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