Pre-warehouse inventory management method based on e-commerce platform

Abstract

The invention relates to the technical field of inventory management, in particular to a pre-warehouse inventory management method based on an e-commerce platform, and the method comprises the steps: obtaining a potential demand quantity and an actual demand quantity, determining the inventory demand quantity of various types of products, calculating the inventory consumption, and judging whether the management of pre-warehouse inventory is qualified or not in a period. When it is determined that the management of the inventory of the front warehouse is unqualified, the cause of the unqualified inventory is determined on the basis of the inventory consumption amount and the inventory demand amount. According to the invention, whether the management of the inventory of the front warehouse in the period is qualified or not is judged according to the inventory consumption and the inventory demand; and when it is judged that the management of the inventory of the preposed warehouse is unqualified in the period, a corresponding instruction is generated based on the determined reason, so that the component re-determines the management of the inventory of the preposed warehouse in a corresponding mode, and accurate identification and targeted solution of the management problem of the inventory of the preposed warehouse are realized. And the management efficiency of the pre-warehouse inventory of the e-commerce platform is effectively ensured.

Description

Technical Field

[0001] The present invention relates to the technical field of inventory management, and in particular to a forward warehouse inventory management method based on an e-commerce platform. Background Art

[0002] The forward warehouse is an operating model of the e-commerce platform, which is widely used in the field of fresh food e-commerce. The forward warehouse refers to the temporary storage of goods in a pre-set key node of the logistics distribution network during transportation after the goods are sent from the supplier or manufacturer. It is usually rented in a community basement or a small warehouse near the consumer, and densely built around the community. Fresh food and fast-moving consumer goods are directly stored in it to facilitate further processing, distribution and final shipment to the destination. It has the advantages of reducing operating costs, improving distribution efficiency and meeting personalized needs. With the improvement of consumption capacity and the increase in consumer requirements for product quality and logistics delivery speed, the forward warehouse, as the logistics node closest to consumers in the supply chain, will continue to play an important role in the retail industry.

[0003] Chinese Patent Publication No.: CN117893134A, discloses a forward warehouse inventory management method based on the same-warehouse substitute recommendation strategy of the e-commerce platform, takes into account the same-warehouse substitute strategy of the e-commerce platform to recommend out-of-stock goods to consumers, and characterizes the probability of consumers accepting same-warehouse substitutes under out-of-stock conditions based on the utility function theory, constructs an e-commerce platform forward warehouse inventory control model, highlights its characteristics of rapid response to consumer demand, and provides a certain reference value for the e-commerce platform to reasonably set the inventory level of similar substitutable goods in the forward warehouse, effectively reduces the inventory cost of the e-commerce platform, and at the same time improves the inventory utilization rate and order fulfillment rate under the forward warehouse model.

[0004] It can be seen that the above method provides a certain reference value for e-commerce platforms to reasonably set the inventory level of similar substitutable goods in the forward warehouse by constructing an e-commerce platform forward warehouse inventory control model. However, the above scheme cannot accurately identify and solve the management problems of the forward warehouse inventory of the e-commerce platform, and thus cannot effectively guarantee the management efficiency of the forward warehouse inventory of the e-commerce platform. Summary of the invention

[0005] To this end, the present invention provides a forward warehouse inventory management method based on an e-commerce platform, which is used to overcome the problem of low management efficiency of the forward warehouse inventory of the e-commerce platform caused by the inability to accurately identify and specifically solve the management problems of the forward warehouse inventory of the e-commerce platform in the prior art.

[0006] To achieve the above object, the present invention provides a forward warehouse inventory management method based on an e-commerce platform, comprising:

[0007] Obtain the number of views and searches of various categories of goods and determine the potential demand for various categories of products based on the number of views and searches;

[0008] Count the actual order volume of each category of goods and determine the actual demand for each category of products based on the actual order volume;

[0009] Determine the inventory demand of various types of products based on the potential demand and the actual demand;

[0010] Periodically check the inventory of various types of products in the forward warehouse to determine the actual inventory consumption of various types of products in a single cycle;

[0011] Determining whether the management of the forward warehouse inventory within the period is qualified based on the inventory consumption and the inventory demand, and determining the reason for the unqualified management of the forward warehouse inventory based on the inventory consumption and the inventory demand when it is determined that the management of the forward warehouse inventory is unqualified;

[0012] After the cause is determined, a corresponding treatment method is generated based on the determined cause;

[0013] Generate corresponding instructions based on the determined processing method, and transmit the instructions to the corresponding components so that the components redefine the management of the inventory of the forward warehouse in a corresponding manner;

[0014] When it is determined that the management of the inventory of the forward warehouse is qualified, a qualified instruction is issued and a determination is made as to whether the management of the inventory of the forward warehouse in the next cycle is qualified.

[0015] Furthermore, the process of determining the inventory demand for various types of products based on the potential demand and the actual demand includes:

[0016] Extracting pre-stored potential weight coefficients and actual weight coefficients;

[0017] The potential weight coefficient, the actual weight coefficient, the potential demand and the actual demand are substituted into a weighted sum formula to determine the inventory demand for each category of product.

[0018] Further, the process of determining whether the management of the inventory of the forward warehouse within the period is qualified based on the inventory consumption and the inventory demand includes:

[0019] Calculating the ratio of the inventory consumption to the inventory demand, and recording the obtained ratio as the inventory ratio;

[0020] When the inventory ratio is less than or equal to one, the inventory management of the forward warehouse is determined to be qualified, a qualified instruction is issued, and whether the inventory management of the forward warehouse in the next cycle is qualified is determined;

[0021] When the inventory ratio is greater than one and less than a preset inventory ratio, re-determining whether the management of the inventory of the forward warehouse within the period is qualified based on the actual inventory consumption and the inventory demand;

[0022] When the inventory ratio is greater than one and greater than a preset inventory ratio, it is determined that the management of the inventory of the forward warehouse within the period is unqualified, and the reason for the unqualified management of the inventory of the forward warehouse is determined based on the inventory ratio.

[0023] Further, the process of re-determining whether the management of the inventory of the forward warehouse within the period is qualified based on the inventory consumption and the inventory demand includes:

[0024] Obtaining a historical ratio of the inventory consumption to the inventory demand, and establishing a time-history ratio curve;

[0025] Draw a tangent line at the node of the latest historical cycle of the curve and record the slope of the drawn tangent line as a preset slope;

[0026] Obtaining the slope of the curve of the actual ratio of the inventory consumption to the inventory demand at the current cycle node, and recording the obtained slope as the inventory slope;

[0027] When the inventory slope is greater than the preset slope, it is determined that the management of the inventory of the forward warehouse is unqualified within the period, and the reason for the unqualified management of the inventory of the forward warehouse is determined based on the inventory ratio;

[0028] When the inventory slope is less than the preset slope, it is determined that the purchase speed for the management of the inventory of the forward warehouse during the period does not meet the standard, and the purchase speed is re-determined based on the inventory slope and the preset slope.

[0029] Further, the process of re-determining the purchase speed based on the inventory slope and the preset slope includes:

[0030] Calculating the difference between the preset slope and the inventory slope, and recording the obtained difference as the slope difference;

[0031] The purchase speed is adjusted based on the slope difference, and the increase of the purchase speed is inversely proportional to the slope difference.

[0032] Further, the process of determining the reason for unqualified management of the inventory of the forward warehouse within the period based on the inventory ratio includes:

[0033] Calculating the difference between the inventory ratio and the preset inventory ratio, and recording the obtained difference as the inventory difference;

[0034] When the inventory difference is less than or equal to a first preset inventory difference, determining that the reason for the unqualified management of the inventory of the forward warehouse during the period is an error in determining the potential weight coefficient of the potential demand, and re-determining the potential weight coefficient of the potential demand based on the potential demand and the actual demand;

[0035] When the inventory difference is greater than the first preset inventory difference and less than or equal to the second preset inventory difference, it is determined that the management of the inventory of the forward warehouse within the period is unqualified, and the reason for the unqualified management of the inventory of the forward warehouse is determined based on the actual demand and the inventory consumption;

[0036] When the inventory difference is greater than the second preset inventory difference, it is determined that the reason for the unqualified management of the inventory of the forward warehouse during the period is an error in determining the actual weight coefficient of the actual demand, and the actual weight coefficient of the actual demand is redetermined based on the actual demand and the inventory demand.

[0037] Further, the process of re-determining the potential weight coefficient of the potential demand based on the potential demand and the actual demand includes:

[0038] Calculating the ratio of the actual order quantity to the number of browses and the number of searches, and recording the obtained ratio as the potential demand overlap;

[0039] The potential weight coefficient is adjusted based on the potential demand overlap, and the increase in the potential weight coefficient is proportional to the potential demand overlap.

[0040] Further, the process of determining the reason for unqualified management of the inventory of the forward warehouse within the period based on the actual order and the inventory consumption includes:

[0041] Obtain historical product orders, compare each order of each user in the preset period with the historical product orders in sequence, and record the orders that are identical to the historical product orders as identical orders;

[0042] Counting the number of the same orders corresponding to each of the users and recording it as the repurchase order quantity;

[0043] Calculating the ratio of the repurchase order quantity to the actual inventory consumption, and recording the obtained ratio as the repurchase ratio;

[0044] When the repurchase ratio is less than or equal to the preset repurchase ratio, it is determined that the reason for the unqualified management of the inventory of the forward warehouse during the period is an error in determining the actual weight coefficient of the actual demand, and the actual weight coefficient of the actual demand is re-determined based on the actual demand and the inventory demand;

[0045] When the repurchase ratio is greater than the preset repurchase ratio, it is determined that the reason for the unqualified management of the inventory of the forward warehouse is a mistake in the demand for the purchase cycle, and the repurchase order quantity needs to be re-acquired and counted.

[0046] Further, the process of re-determining the actual weight coefficient of the actual demand based on the actual demand and the inventory demand includes:

[0047] Calculating the ratio of the repurchase order quantity to the inventory demand quantity, and recording the obtained ratio as the repurchase demand ratio;

[0048] The actual weight coefficient is increased based on the repurchase demand ratio, and the increase of the actual weight coefficient is proportional to the repurchase demand ratio;

[0049] The commodity scheduling ratio is modified based on the inventory difference and the second preset inventory difference.

[0050] Furthermore, the process of correcting the commodity scheduling ratio based on the inventory difference and the second preset inventory difference includes:

[0051] Calculating the ratio of the inventory difference to the second preset inventory difference, and recording the obtained difference as the inventory difference ratio;

[0052] The commodity scheduling ratio is increased based on the inventory difference ratio, and the increase range of the commodity scheduling ratio is proportional to the inventory difference ratio.

[0053] Compared with the prior art, the beneficial effect of the present invention lies in that the present invention can quickly and accurately complete the determination of management problems of the forward warehouse inventory by determining whether the management of the inventory of the forward warehouse is qualified within the cycle based on the inventory consumption and inventory demand, and realizes the accurate identification of management problems of the forward warehouse inventory, thereby achieving effective control over the management of the forward warehouse inventory. At the same time, when it is determined that the management of the inventory of the forward warehouse is unqualified within the cycle, corresponding instructions are generated based on the determined reasons, and corresponding measures are taken for the determined reasons through the instructions, thereby solving the problems existing in the management of the forward warehouse inventory in a targeted manner, so that the management of the inventory of the forward warehouse remains systematic, and the management efficiency of the forward warehouse inventory of the e-commerce platform is effectively guaranteed.

[0054] Furthermore, the present invention realizes accurate determination of inventory demand based on the potential weight coefficient of potential demand and the actual weight coefficient of actual demand through weighted summation, thereby effectively avoiding the imbalance of factors between potential demand and actual demand, and further realizing the accurate identification of management problems of forward warehouse inventory while further ensuring the management efficiency of forward warehouse inventory of the e-commerce platform.

[0055] Furthermore, the present invention re-determines whether the management of the forward warehouse inventory is qualified within the cycle based on the inventory consumption and inventory demand, and more accurately identifies the problems in the management of the forward warehouse inventory to avoid misjudgment. While further realizing the accurate identification of the management problems of the forward warehouse inventory, it further ensures the management efficiency of the forward warehouse inventory of the e-commerce platform.

[0056] Furthermore, the present invention redetermines the purchase speed based on the inventory slope and the preset slope, thereby ensuring the stable and timely supply of various types of goods in the management of the forward warehouse inventory, effectively avoiding the occurrence of supply exceeding demand, and further specifically solving the problems existing in the management of the forward warehouse inventory while further ensuring the management efficiency of the forward warehouse inventory of the e-commerce platform.

[0057] Furthermore, when the present invention determines that an error occurs in determining the potential weight coefficient of potential demand, it redetermines the potential weight coefficient of potential demand based on the potential demand and the actual demand, thereby further determining the potential weight coefficient to accurately calculate the inventory demand, and further specifically solves the problems existing in the management of the forward warehouse inventory, while further ensuring the management efficiency of the forward warehouse inventory of the e-commerce platform.

[0058] Furthermore, the present invention determines the reasons for unqualified management of the forward warehouse inventory based on actual demand and inventory consumption, and uses the repurchase ratio to more accurately determine whether an error has occurred in the determination of the actual weight coefficient, or whether the repurchase order quantity needs to be re-acquired and counted, so as to more accurately determine whether the reason for the unqualified management of the forward warehouse inventory is attributed to the actual weight coefficient. While further targetedly solving the problems existing in the management of the forward warehouse inventory, it further ensures the management efficiency of the forward warehouse inventory of the e-commerce platform.

[0059] Furthermore, when the present invention determines that an error occurs in determining the actual weight coefficient of actual demand, the actual weight coefficient of actual demand is re-determined based on actual demand and inventory demand, thereby achieving further determination of the actual weight coefficient to better balance the relationship with the potential weight coefficient, effectively ensuring the objective accuracy of inventory demand, and further specifically solving the problems existing in the management of forward warehouse inventory, while further ensuring the management efficiency of the forward warehouse inventory of the e-commerce platform.

[0060] Furthermore, the present invention increases the commodity scheduling ratio based on the inventory difference and the second preset inventory difference, so that when the inventory demand for various categories of commodities is greater than the inventory consumption, good scheduling can be achieved to ensure the supply of various categories of commodities, effectively avoiding supply shortages, and further specifically solving the problems existing in the management of the forward warehouse inventory while further ensuring the management efficiency of the forward warehouse inventory of the e-commerce platform. BRIEF DESCRIPTION OF THE DRAWINGS

[0061] Figure 1 A structural block diagram of a system using a forward warehouse inventory management method based on an e-commerce platform;

[0062] Figure 2 It is a flow chart of the forward warehouse inventory management method based on the e-commerce platform of the present invention;

[0063] Figure 3 A flow chart of determining whether the management of the inventory of the forward warehouse is qualified within a cycle and re-determining the management;

[0064] Figure 4 The present invention is a flow chart for analyzing the reasons for unqualified management of inventory in the forward warehouse within a cycle. DETAILED DESCRIPTION

[0065] In order to make the objects and advantages of the present invention more clearly understood, the present invention is further described below in conjunction with embodiments; it should be understood that the specific embodiments described herein are only used to explain the present invention and are not used to limit the present invention.

[0066] The preferred embodiments of the present invention are described below with reference to the accompanying drawings. It should be understood by those skilled in the art that these embodiments are only used to explain the technical principles of the present invention and are not intended to limit the protection scope of the present invention.

[0067] It should be noted that, in the description of the present invention, terms such as "up", "down", "left", "right", "inside" and "outside" indicating directions or positional relationships are based on the directions or positional relationships shown in the drawings. This is merely for the convenience of description and does not indicate or imply that the device or element must have a specific orientation, be constructed and operated in a specific orientation. Therefore, it cannot be understood as a limitation on the present invention.

[0068] In addition, it should be noted that in the description of the present invention, unless otherwise clearly specified and limited, the terms "installed", "connected", and "connected" should be understood in a broad sense, for example, it can be a fixed connection, a detachable connection, or an integral connection; it can be a mechanical connection or an electrical connection; it can be a direct connection, or it can be indirectly connected through an intermediate medium, or it can be the internal communication of two components. For those skilled in the art, the specific meanings of the above terms in the present invention can be understood according to specific circumstances.

[0069] See also Figure 1 As shown, it is a structural block diagram of a system using a forward warehouse inventory management method based on an e-commerce platform. The structure of the embodiment of the present invention includes a collection unit, a statistical unit, an evaluation unit, a detection unit, an analysis unit and an execution unit; wherein the collection unit is used to collect browsing conditions, retrieval conditions and actual orders of various categories of goods; the statistical unit is connected to the collection unit, and is used to count the number of browsing times, the number of retrieval times and the actual order quantity; the evaluation unit is connected to the statistical unit, and is used to determine the potential demand for various categories of products in turn according to the number of browsing times and the number of retrieval times of various categories of goods, and to determine the actual demand for various categories of products in turn according to the actual order quantity of various categories of goods, and determine the inventory demand based on the potential demand and the actual demand; the detection unit is connected to the evaluation unit, and is used to periodically The system is used to detect the inventory quantities of various types of products in the forward warehouse to determine the actual inventory consumption in turn, and transmit the inventory demand and inventory consumption; the analysis unit is connected to the monitoring unit, and is used to determine whether the management of the inventory of the forward warehouse within the period is qualified based on the inventory consumption and the inventory demand, and when it is determined that the management of the inventory of the forward warehouse within the period is unqualified, determine the reason for the unqualified management based on the inventory consumption and the inventory demand and generate a corresponding processing method; the execution unit is connected to the analysis unit, and is used to generate corresponding instructions based on the determined processing method, and transmit the instructions to the corresponding components so that the components redetermine the management of the inventory of the forward warehouse in a corresponding manner.

[0070] See also Figure 2 As shown, it is a flow chart of the forward warehouse inventory management method based on the e-commerce platform of the present invention. The method of the embodiment of the present invention includes:

[0071] Obtain the number of views and searches of various categories of goods and determine the potential demand for various categories of products based on the number of views and searches;

[0072] Count the actual order volume of each category of goods and determine the actual demand for each category of products based on the actual order volume;

[0073] Determine the inventory demand of various types of products based on the potential demand and the actual demand;

[0074] Periodically check the inventory of various types of products in the forward warehouse to determine the actual inventory consumption of various types of products in a single cycle;

[0075] Determining whether the management of the forward warehouse inventory within the period is qualified based on the inventory consumption and the inventory demand, and determining the reason for the unqualified management of the forward warehouse inventory based on the inventory consumption and the inventory demand when it is determined that the management of the forward warehouse inventory is unqualified;

[0076] After the cause is determined, a corresponding treatment method is generated based on the determined cause;

[0077] Generate corresponding instructions based on the determined processing method, and transmit the instructions to the corresponding components so that the components redefine the management of the inventory of the forward warehouse in a corresponding manner;

[0078] When it is determined that the management of the inventory of the forward warehouse is qualified, a qualified instruction is issued and a determination is made as to whether the management of the inventory of the forward warehouse in the next cycle is qualified.

[0079] See also Figure 3 As shown, it is a flowchart of determining whether the management of the inventory of the forward warehouse is qualified within a period and re-determining the present invention. The process of determining the inventory demand of various types of products based on the potential demand and the actual demand in the embodiment of the present invention includes:

[0080] Extracting pre-stored potential weight coefficients and actual weight coefficients;

[0081] The potential weight coefficient, the actual weight coefficient, the potential demand and the actual demand are substituted into a weighted sum formula to determine the inventory demand for each category of product.

[0082] Please continue reading Figure 3 As shown, the process of determining whether the management of the inventory of the forward warehouse within the period is qualified based on the inventory consumption and the inventory demand in the embodiment of the present invention includes:

[0083] Calculating the ratio of the inventory consumption to the inventory demand, and recording the obtained ratio as the inventory ratio;

[0084] When the inventory ratio is less than or equal to one, it is determined that the management of the inventory of the forward warehouse is qualified, a qualified instruction is issued, and whether the management of the inventory of the forward warehouse in the next cycle is qualified is determined;

[0085] When the inventory ratio is greater than one and less than a preset inventory ratio IR, whether the management of the inventory of the forward warehouse is qualified is re-determined based on the actual inventory consumption and the inventory demand, wherein the preset inventory ratio IR in this embodiment is 1.6;

[0086] When the inventory ratio is greater than one and greater than a preset inventory ratio IR, it is determined that the management of the inventory of the forward warehouse within the period is unqualified, and the reason for the unqualified management of the inventory of the forward warehouse is determined based on the inventory ratio.

[0087] Please continue reading Figure 3 As shown, the process of re-determining whether the management of the inventory of the forward warehouse within the period is qualified based on the inventory consumption and the inventory demand in the embodiment of the present invention includes:

[0088] Obtaining a historical ratio of the inventory consumption to the inventory demand, and establishing a time-history ratio curve;

[0089] Draw a tangent line at the node of the latest historical cycle of the curve and record the slope of the drawn tangent line as a preset slope;

[0090] Obtaining the slope of the curve of the actual ratio of the inventory consumption to the inventory demand at the current cycle node, and recording the obtained slope as the inventory slope;

[0091] When the inventory slope is greater than the preset slope SP, it is determined that the management of the inventory of the forward warehouse is unqualified within the period, and the reason for the unqualified management of the inventory of the forward warehouse is determined based on the inventory ratio, wherein the preset slope SP in this embodiment is 1.25;

[0092] When the inventory slope is less than the preset slope SP, it is determined that the purchase speed for the management of the inventory of the forward warehouse during the period does not meet the standard, and the purchase speed is re-determined based on the inventory slope and the preset slope.

[0093] Please continue reading Figure 3 As shown, the process of re-determining the purchase speed based on the inventory slope and the preset slope in the embodiment of the present invention includes:

[0094] Calculating the difference between the preset slope and the inventory slope, and recording the obtained difference as the slope difference;

[0095] When the slope difference is greater than the second preset slope difference △SP2, the purchase speed is increased to 1.85 times the initial purchase speed, wherein the second preset slope difference △SP2 in this embodiment is 0.65;

[0096] When the slope difference is less than or equal to the second preset slope difference △SP2 and greater than the first preset slope difference △SP1, the purchase speed is increased to 1.63 times the initial purchase speed, wherein the first preset slope difference △SP1 in this embodiment is 0.22;

[0097] When the slope difference is less than or equal to the first preset slope difference ΔSP1, the purchase speed is increased to 1.28 times the initial purchase speed.

[0098] See also Figure 4 As shown, it is a flow chart of analyzing the reasons for the unqualified management of the inventory of the forward warehouse within a period according to the present invention. The process of determining the reasons for the unqualified management of the inventory of the forward warehouse within the period based on the inventory ratio according to the embodiment of the present invention includes:

[0099] Calculating the difference between the inventory ratio and the preset inventory ratio, and recording the obtained difference as the inventory difference;

[0100] When the inventory difference is less than or equal to the first preset inventory difference △D1, it is determined that the reason for the unqualified management of the inventory of the forward warehouse during the period is an error in determining the potential weight coefficient of the potential demand, and the potential weight coefficient of the potential demand is re-determined based on the potential demand and the actual demand, wherein the first preset inventory difference △D1 in this embodiment is 0.38;

[0101] When the inventory difference is greater than the first preset inventory difference △D1 and less than or equal to the second preset inventory difference △D2, it is determined that the management of the inventory of the forward warehouse is unqualified within the period, and the reason for the unqualified management of the inventory of the forward warehouse is determined based on the actual demand and the inventory consumption, wherein the second preset inventory difference △D2 in this embodiment is 0.79;

[0102] When the inventory difference is greater than the second preset inventory difference △D2, it is determined that the reason for the unqualified management of the inventory of the forward warehouse during the period is an error in determining the actual weight coefficient of the actual demand, and the actual weight coefficient of the actual demand is redetermined based on the actual demand and the inventory demand.

[0103] Please continue reading Figure 4 As shown, the process of re-determining the potential weight coefficient of the potential demand based on the potential demand and the actual demand in the embodiment of the present invention includes:

[0104] Calculating the ratio of the actual order quantity to the browsing times and the searching times, and recording the obtained ratio as the potential demand overlap;

[0105] When the potential demand overlap is greater than the second preset potential demand overlap C2, the amplitude of the potential weight coefficient is increased to 1.81 times the amplitude of the initial potential weight coefficient, wherein the second preset potential demand overlap C2 in this embodiment is 88%;

[0106] When the potential demand overlap is less than or equal to the potential demand overlap C2 and greater than the first preset potential demand overlap C1, the amplitude of the potential weight coefficient is increased to 1.66 times the amplitude of the initial potential weight coefficient, wherein the first preset potential demand overlap C1 in this embodiment is 59%;

[0107] When the potential demand overlap is less than or equal to the first preset potential demand overlap C1, the magnitude of the potential weight coefficient is increased to 1.29 times the magnitude of the initial potential weight coefficient.

[0108] Please continue reading Figure 4 As shown, the process of determining the reason for unqualified management of the inventory of the forward warehouse within the period based on the actual order and the inventory consumption in the embodiment of the present invention includes:

[0109] Obtain historical product orders, compare each order of each user in the preset period with the historical product orders in sequence, and record the orders that are identical to the historical product orders as identical orders;

[0110] Counting the number of the same orders corresponding to each of the users and recording it as the repurchase order quantity;

[0111] Calculating the ratio of the repurchase order quantity to the actual inventory consumption, and recording the obtained ratio as the repurchase ratio;

[0112] When the repurchase ratio is less than or equal to the preset repurchase ratio Bu, it is determined that the reason for the unqualified management of the inventory of the forward warehouse during the period is an error in determining the actual weight coefficient of the actual demand, and the actual weight coefficient of the actual demand is re-determined based on the actual demand and the inventory demand, wherein the preset repurchase ratio Bu in this embodiment is 74.88%;

[0113] When the repurchase ratio is greater than the preset repurchase ratio Bu, it is determined that the reason for the unqualified management of the inventory of the forward warehouse is an error in the demand determination of the purchase cycle, and the repurchase order quantity needs to be re-acquired and counted.

[0114] Please continue reading Figure 4 As shown, the process of re-determining the actual weight coefficient of the actual demand based on the actual demand and the inventory demand in the embodiment of the present invention includes:

[0115] Calculating the ratio of the repurchase order quantity to the inventory demand quantity, and recording the obtained ratio as the repurchase demand ratio;

[0116] When the repurchase demand ratio is greater than the second preset repurchase demand ratio AW2, the amplitude of the actual weight coefficient is increased to 1.86 times the amplitude of the initial actual weight coefficient, wherein the second preset repurchase demand ratio AW2 in this embodiment is 48%;

[0117] When the repurchase demand ratio is less than or equal to the repurchase demand ratio AW2 and greater than the first preset repurchase demand ratio AW1, the amplitude of the actual weight coefficient is increased to 1.72 times the amplitude of the initial actual weight coefficient, wherein the first preset repurchase demand ratio AW1 in this embodiment is 26%;

[0118] When the repurchase demand ratio is less than or equal to the first preset repurchase demand ratio AW1, the magnitude of the actual weight coefficient is increased to 1.23 times the magnitude of the initial actual weight coefficient;

[0119] After the actual weight is increased, the commodity scheduling ratio is corrected based on the inventory difference and the second preset inventory difference.

[0120] Please continue reading Figure 4 As shown, the process of correcting the commodity scheduling ratio based on the inventory difference and the second preset inventory difference in the embodiment of the present invention includes:

[0121] Calculating the ratio of the inventory difference to the second preset inventory difference, and recording the obtained difference as the inventory difference ratio;

[0122] The commodity scheduling ratio is increased based on the inventory difference ratio, and the increase range of the commodity scheduling ratio is proportional to the inventory difference ratio.

[0123] When the inventory difference ratio is greater than the second preset inventory difference ratio V2, the commodity scheduling ratio is increased to 2.25 times the initial commodity scheduling ratio, wherein the second preset inventory difference ratio V2 in this embodiment is 92%;

[0124] When the inventory difference ratio is less than or equal to the inventory difference ratio V2 and greater than the first preset inventory difference ratio V1, the commodity scheduling ratio is increased to 1.68 times the initial commodity scheduling ratio, wherein the first preset inventory difference ratio V1 in this embodiment is 36%;

[0125] When the inventory difference ratio is less than or equal to the first preset inventory difference ratio V1, the commodity scheduling ratio is increased to 1.33 times the initial commodity scheduling ratio.

[0126] So far, the technical solutions of the present invention have been described in conjunction with the preferred embodiments shown in the accompanying drawings. However, it is easy for those skilled in the art to understand that the protection scope of the present invention is obviously not limited to these specific embodiments. Without departing from the principle of the present invention, those skilled in the art can make equivalent changes or substitutions to the relevant technical features, and the technical solutions after these changes or substitutions will fall within the protection scope of the present invention.

[0127] The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and variations. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.

Claims

1. A forward warehouse inventory management method based on an e-commerce platform, characterized in that: include: Obtain the number of views and searches of various categories of goods and determine the potential demand for various categories of products based on the number of views and searches; Count the actual order volume of each category of goods and determine the actual demand for each category of products based on the actual order volume; Determine the inventory demand of various types of products based on the potential demand and the actual demand; Periodically check the inventory of various types of products in the forward warehouse to determine the actual inventory consumption of various types of products in a single cycle; Determining whether the management of the forward warehouse inventory within the period is qualified based on the inventory consumption and the inventory demand, and determining the reason for the unqualified management of the forward warehouse inventory based on the inventory consumption and the inventory demand when it is determined that the management of the forward warehouse inventory is unqualified; After the cause is determined, a corresponding treatment method is generated based on the determined cause; Generate corresponding instructions based on the determined processing method, and transmit the instructions to the corresponding components so that the components redefine the management of the inventory of the forward warehouse in a corresponding manner; When it is determined that the management of the inventory of the forward warehouse is qualified, a qualified instruction is issued and a determination is made as to whether the management of the inventory of the forward warehouse in the next cycle is qualified.

2. The forward warehouse inventory management method based on the e-commerce platform according to claim 1 is characterized in that: The process of determining the inventory demand for various types of products based on the potential demand and the actual demand includes: Extracting pre-stored potential weight coefficients and actual weight coefficients; The potential weight coefficient, the actual weight coefficient, the potential demand and the actual demand are substituted into a weighted sum formula to determine the inventory demand for each category of product.

3. The forward warehouse inventory management method based on the e-commerce platform according to claim 1 is characterized in that: The process of determining whether the management of the inventory of the forward warehouse within the period is qualified based on the inventory consumption and the inventory demand includes: Calculating the ratio of the inventory consumption to the inventory demand, and recording the obtained ratio as the inventory ratio; When the inventory ratio is less than or equal to one, the inventory management of the forward warehouse is determined to be qualified, a qualified instruction is issued, and whether the inventory management of the forward warehouse in the next cycle is qualified is determined; When the inventory ratio is greater than one and less than a preset inventory ratio, re-determining whether the management of the inventory of the forward warehouse within the period is qualified based on the actual inventory consumption and the inventory demand; When the inventory ratio is greater than one and greater than a preset inventory ratio, it is determined that the management of the inventory of the forward warehouse within the period is unqualified, and the reason for the unqualified management of the inventory of the forward warehouse is determined based on the inventory ratio.

4. The forward warehouse inventory management method based on the e-commerce platform according to claim 3 is characterized in that: The process of re-determining whether the management of the inventory of the forward warehouse within the period is qualified based on the inventory consumption and the inventory demand includes: Obtaining a historical ratio of the inventory consumption to the inventory demand, and establishing a time-history ratio curve; Draw a tangent line at the node of the latest historical cycle of the curve and record the slope of the drawn tangent line as a preset slope; Obtaining the slope of the curve of the actual ratio of the inventory consumption to the inventory demand at the current cycle node, and recording the obtained slope as the inventory slope; When the inventory slope is greater than the preset slope, it is determined that the management of the inventory of the forward warehouse is unqualified within the period, and the reason for the unqualified management of the inventory of the forward warehouse is determined based on the inventory ratio; When the inventory slope is less than the preset slope, it is determined that the purchase speed for the management of the inventory of the forward warehouse during the period does not meet the standard, and the purchase speed is re-determined based on the inventory slope and the preset slope.

5. The forward warehouse inventory management method based on the e-commerce platform according to claim 4 is characterized in that: The process of re-determining the purchase speed based on the inventory slope and the preset slope includes: Calculating the difference between the preset slope and the inventory slope, and recording the obtained difference as the slope difference; The purchase speed is adjusted based on the slope difference, and the increase of the purchase speed is inversely proportional to the slope difference.

6. The forward warehouse inventory management method based on the e-commerce platform according to claim 3 is characterized in that: The process of determining the reason for the unqualified management of the inventory of the forward warehouse within the period based on the inventory ratio includes: Calculating the difference between the inventory ratio and the preset inventory ratio, and recording the obtained difference as the inventory difference; When the inventory difference is less than or equal to a first preset inventory difference, determining that the reason for the unqualified management of the inventory of the forward warehouse during the period is an error in determining the potential weight coefficient of the potential demand, and re-determining the potential weight coefficient of the potential demand based on the potential demand and the actual demand; When the inventory difference is greater than the first preset inventory difference and less than or equal to the second preset inventory difference, it is determined that the management of the inventory of the forward warehouse within the period is unqualified, and the reason for the unqualified management of the inventory of the forward warehouse is determined based on the actual demand and the inventory consumption; When the inventory difference is greater than the second preset inventory difference, it is determined that the reason for the unqualified management of the inventory of the forward warehouse during the period is an error in determining the actual weight coefficient of the actual demand, and the actual weight coefficient of the actual demand is redetermined based on the actual demand and the inventory demand.

7. The forward warehouse inventory management method based on the e-commerce platform according to claim 6 is characterized in that: The process of re-determining the potential weight coefficient of the potential demand based on the potential demand and the actual demand includes: Calculating the ratio of the actual order quantity to the number of browses and the number of searches, and recording the obtained ratio as the potential demand overlap; The potential weight coefficient is adjusted based on the potential demand overlap, and the increase in the potential weight coefficient is proportional to the potential demand overlap.

8. The forward warehouse inventory management method based on the e-commerce platform according to claim 6 is characterized in that: The process of determining the reason for the unqualified management of the inventory of the forward warehouse within the period based on the actual order and the inventory consumption includes: Obtain historical product orders, compare each order of each user in the preset period with the historical product orders in sequence, and record the orders that are identical to the historical product orders as identical orders; Counting the number of the same orders corresponding to each of the users and recording it as the repurchase order quantity; Calculating the ratio of the repurchase order quantity to the actual inventory consumption, and recording the obtained ratio as the repurchase ratio; When the repurchase ratio is less than or equal to the preset repurchase ratio, it is determined that the reason for the unqualified management of the inventory of the forward warehouse during the period is an error in determining the actual weight coefficient of the actual demand, and the actual weight coefficient of the actual demand is re-determined based on the actual demand and the inventory demand; When the repurchase ratio is greater than the preset repurchase ratio, it is determined that the reason for the unqualified management of the inventory of the forward warehouse is a mistake in the demand for the purchase cycle, and the repurchase order quantity needs to be re-acquired and counted.

9. The forward warehouse inventory management method based on the e-commerce platform according to claim 8 is characterized in that: The process of re-determining the actual weight coefficient of the actual demand based on the actual demand and the inventory demand includes: Calculating the ratio of the repurchase order quantity to the inventory demand quantity, and recording the obtained ratio as the repurchase demand ratio; The actual weight coefficient is increased based on the repurchase demand ratio, and the increase of the actual weight coefficient is proportional to the repurchase demand ratio; The commodity scheduling ratio is modified based on the inventory difference and the second preset inventory difference.

10. The forward warehouse inventory management method based on the e-commerce platform according to claim 9 is characterized in that: The process of correcting the commodity scheduling ratio based on the inventory difference and the second preset inventory difference includes: Calculating the ratio of the inventory difference to the second preset inventory difference, and recording the obtained difference as the inventory difference ratio; The commodity scheduling ratio is increased based on the inventory difference ratio, and the increase range of the commodity scheduling ratio is proportional to the inventory difference ratio.

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