Internet-based store business collaborative management method, system and equipment

Abstract

The invention discloses a store business collaborative management method, system and device based on the Internet, and relates to the technical field of store business collaborative management. The store business collaborative management method based on the Internet comprises the following steps: S1, inventory management evaluation; s2, accurately evaluating the inventory; and S3, apparel blending evaluation. The method obtains the inventory management evaluation value through the obtained clothing inventory data, judges whether to carry out inventory accurate evaluation based on the inventory management evaluation value, obtains the inventory accurate evaluation value according to the actual inventory data and the system recorded inventory data, and judges whether to carry out data accuracy optimization based on the inventory accurate evaluation value. And finally, according to the optimized inventory accurate evaluation value and the garment allocation data, obtaining an allocation timely evaluation value, and based on the allocation timely evaluation value, determining whether to perform garment allocation optimization, thereby achieving an effect of more accurate store inventory collaborative management, and solving a problem of inaccurate store inventory collaborative management in the prior art.

Description

Technical Field

[0001] The present invention relates to the technical field of store business collaborative management, and in particular to an Internet-based store business collaborative management method, system and equipment. Background Art

[0002] With the rapid development of the Internet and digital technology, traditional store management methods can no longer meet the needs of modern retail, catering and service industries for efficient operations, precise control and rapid response to market changes. The increasing pressure of market competition requires stores to respond to market changes more quickly and improve operational efficiency. Enterprises need to achieve information sharing and resource coordination among multiple stores to cope with rapidly changing market demands. Internet-based store business collaborative management methods, systems and equipment use modern technologies such as cloud computing, the Internet of Things, and big data to enable stores to achieve more efficient collaborative management and resource allocation, driving the entire industry towards a more intelligent and flexible direction.

[0003] Existing technology integrates and shares key information such as product information, inventory status, sales data, etc. of each store through the Internet platform, realizing collaborative operations between stores.

[0004] For example, the invention patent announcement with announcement number: CN111382973B announces an intelligent store replenishment system based on the traditional business of dealers, including: a transportation management module, a data processing module, a replenishment decision module, a replenishment model calculation module and a replenishment coordination module; the data processing module is connected to the replenishment model calculation module, the replenishment model calculation module is connected to the replenishment coordination module, the replenishment coordination module is connected to the replenishment decision module, and the replenishment decision module is connected to the transportation management module; the data processing module is used to collect the data of long-term transactions between dealers and stores and other data affecting sales, and input them into the database; the replenishment model calculation module establishes a digital model by processing basic data, and simulates the replenishment status; the replenishment coordination is used to analyze the simulation results of the calculation model and provide suitable replenishment orders for stores to choose; the replenishment decision module is used to formulate a delivery plan; the transportation management module is used to monitor various influencing factors during the transportation process.

[0005] For example, the invention patent with publication number: CN115130950A discloses an intelligent replenishment platform for automotive aftermarket stores, including: a planning collaboration platform and a planned replenishment platform; the planning collaboration platform is responsible for the management of replenishment demand plans on the business side, including store opening plans, maintenance and management of historical sales and sales forecasting algorithms, and solving the access input and unified summary of various different businesses; specifically includes a big data computing center, a sales forecasting center and a planning task center; the planned replenishment platform is responsible for replenishment demand management, is responsible for accessing different replenishment businesses by configuring replenishment scenarios, and inputs replenishment calculation results and replenishment needs; includes a replenishment business center, a replenishment execution center, a replenishment sourcing center, a replenishment order collection center, a replenishment strategy center and a replenishment monitoring center.

[0006] However, in the process of implementing the technical solution of the invention in the embodiments of the present application, the present application found that the above technology has at least the following technical problems: In the existing technology, since traditional inventory management often relies on historical data and manual judgment, without global forecasts and a unified scheduling and management platform, it may lead to uneven resource allocation among stores, resulting in resource waste or sales losses, and inaccurate collaborative inventory management among stores. Summary of the invention

[0007] The embodiments of the present application solve the problem of inaccurate collaborative management of store inventory in the prior art by providing an Internet-based store business collaborative management method, system and device, and achieve more accurate collaborative management of store inventory.

[0008] The embodiment of the present application provides an Internet-based store business collaborative management method, comprising the following steps: S1, evaluating the acquired clothing inventory data to obtain an inventory management evaluation value, judging whether to perform an accurate inventory evaluation based on the acquired inventory management evaluation value, and the inventory management evaluation value is used to evaluate the management efficiency of the inventory in the store warehouse; S2, if an accurate inventory evaluation is performed, evaluating the actual inventory data and the system-recorded inventory data to obtain an accurate inventory evaluation value, judging whether to perform data accuracy optimization based on the acquired accurate inventory evaluation value, and the accurate inventory evaluation value is used to evaluate the consistency between the actual inventory data and the system-recorded inventory data obtained through the inventory management system; S3, evaluating the optimized accurate inventory evaluation value and the clothing allocation data to obtain a timely allocation evaluation value, judging whether to perform clothing allocation optimization based on the acquired timely allocation evaluation value, and the timely allocation evaluation value is used to evaluate the timeliness of inventory allocation between stores.

[0009] Furthermore, the clothing inventory data includes inventory shortage rate, inventory surplus rate, inventory days, and safety stock; the actual inventory data includes actual inventory and actual inventory movement time; the system recorded inventory data includes recorded inventory and recorded movement time; the clothing allocation data includes allocation response time and allocation timeliness rate; the inventory shortage rate is obtained by ratioing the out-of-stock days in the inventory management system with the preset days; the inventory surplus rate is obtained by ratioing the excess inventory in the inventory management system with the total inventory.

[0010] Furthermore, the specific method for evaluating the acquired clothing inventory data to obtain the inventory management evaluation value is as follows: obtaining the inventory shortage rate deviation according to the relative relationship between the inventory shortage rate and the preset inventory shortage rate in the database, and the inventory shortage rate deviation is obtained by performing a ratio operation on the inventory shortage rate and the preset inventory shortage rate in the database; obtaining the inventory excess rate deviation according to the relative relationship between the inventory surplus rate and the preset inventory surplus rate in the database, and the inventory excess rate deviation is obtained by performing a ratio operation on the inventory surplus rate and the preset inventory surplus rate in the database; obtaining the inventory days deviation according to the relative relationship between the inventory days and the preset inventory days in the database, and the inventory days deviation is obtained by performing a ratio operation on the inventory days and the preset inventory days in the database; obtaining the safety stock deviation according to the relative relationship between the safety stock and the preset safety stock in the database, and the safety stock deviation is obtained by performing a ratio operation on the safety stock and the preset safety stock in the database; and processing the inventory shortage rate deviation, the inventory surplus rate deviation, the inventory days deviation and the safety stock deviation to obtain the inventory management evaluation value.

[0011] Furthermore, the specific method for evaluating the actual inventory data and the system recorded inventory data to obtain an accurate inventory assessment value is as follows: the inventory deviation is obtained based on the relative relationship between the actual inventory quantity and the recorded inventory quantity, and the inventory deviation is obtained by processing the ratio of the actual inventory quantity to the recorded inventory quantity; the inventory movement time deviation is obtained based on the relative relationship between the actual inventory movement time and the recorded inventory movement time, and the inventory movement time deviation is obtained by processing the ratio of the actual inventory movement time and the recorded inventory movement time; the inventory deviation and the inventory movement time deviation are processed to obtain an accurate inventory assessment value.

[0012] Furthermore, the specific process of judging whether to perform an accurate inventory assessment based on the acquired inventory management evaluation value is as follows: judging whether the inventory management evaluation value is less than a preset management threshold in the database; if the inventory management evaluation value is less than the preset management threshold in the database, performing an accurate inventory assessment, otherwise not performing an accurate inventory assessment; judging whether the accurate inventory assessment value is less than the preset accurate threshold in the database: if the accurate inventory assessment value is less than the preset accurate threshold in the database, performing data accuracy optimization; if the accurate inventory assessment value is not less than the preset accurate threshold in the database, performing inventory management optimization.

[0013] Furthermore, the data accuracy optimization is achieved by allocating computing resources through a load balancing method; the inventory management optimization includes adjusting inventory strategy and replenishment management optimization; the inventory strategy adjustment is achieved by dynamically adjusting the safety stock.

[0014] Furthermore, the specific method for obtaining the timely evaluation value of the deployment is as follows: ; Where m represents the number of deployment requests. , M represents the total number of deployment requests, TP represents the deployment timely evaluation value, represents the accurate evaluation value of the optimized inventory, N represents the total number of clothing types, Indicates the deployment response time of the mth deployment request, represents the deployment timeliness rate of the mth deployment request, Indicates the preset deployment response time. represents the preset allocation timeliness rate, and β represents the inventory impact factor.

[0015] Furthermore, the specific process of judging whether to perform clothing allocation optimization based on the acquired timely allocation evaluation value is as follows: judging whether the timely allocation evaluation value is less than the preset allocation threshold in the database: if the timely allocation evaluation value is less than the preset allocation threshold in the database, clothing allocation optimization is performed; if the timely allocation evaluation value is not less than the preset allocation threshold in the database, clothing allocation optimization is not performed; the clothing allocation optimization is used to obtain the optimal allocation plan for excess inventory.

[0016] The embodiment of the present application provides an Internet-based store business collaborative management system, including: an inventory management evaluation module, an inventory accuracy evaluation module and a clothing allocation evaluation module; wherein the inventory management evaluation module is used to evaluate according to the acquired clothing inventory data to obtain an inventory management evaluation value, and judge whether to perform an inventory accuracy evaluation based on the acquired inventory management evaluation value, and the inventory management evaluation value is used to evaluate the management efficiency of the inventory in the store warehouse; the inventory accuracy evaluation module is used to evaluate according to the actual inventory data and the system recorded inventory data to obtain an inventory accuracy evaluation value if an inventory accuracy evaluation is performed, and judge whether to perform data accuracy optimization based on the acquired inventory accuracy evaluation value, and the inventory accuracy evaluation value is used to evaluate the consistency between the actual inventory data and the system recorded inventory data obtained through the inventory management system; the clothing allocation evaluation module is used to evaluate according to the optimized inventory accuracy evaluation value and the clothing allocation data to obtain an allocation timeliness evaluation value, and judge whether to perform clothing allocation optimization based on the acquired allocation timeliness evaluation value, and the allocation timeliness evaluation value is used to evaluate the timeliness of inventory allocation between stores.

[0017] An embodiment of the present application provides an electronic device, comprising a memory for storing computer program instructions and a processor for executing the program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered to execute the Internet-based store business collaborative management method.

[0018] One or more technical solutions provided in the embodiments of the present application have at least the following technical effects or advantages: 1. The inventory management evaluation value obtained through the clothing inventory data determines whether to conduct an accurate inventory evaluation, and then determines whether to optimize the data accuracy based on the accurate inventory evaluation value obtained based on the actual inventory data and the system recorded inventory data. Finally, based on the optimized accurate inventory evaluation value and the timely allocation evaluation value obtained from the clothing allocation data, it determines whether to optimize the clothing allocation, thereby improving the store inventory management efficiency, and then realizing more accurate store inventory collaborative management, effectively solving the problem of inaccurate store inventory collaborative management in the existing technology.

[0019] 2. The inventory deviation is obtained through the relative relationship between the actual inventory quantity and the recorded inventory quantity, and then the inventory movement time deviation is obtained according to the relative relationship between the actual inventory movement time and the recorded inventory movement time. Finally, the inventory deviation and the inventory movement time deviation are processed to obtain the accurate inventory assessment value, thereby quantitatively evaluating the consistency between the actual inventory data and the system recorded inventory data obtained through the inventory management system, thereby achieving improved data accuracy in the store's inventory management system.

[0020] 3. The inventory shortage rate deviation is obtained through the inventory shortage rate and the preset inventory shortage rate, and then the inventory excess rate deviation is obtained according to the inventory surplus rate and the preset inventory surplus rate. Then the inventory days deviation is obtained according to the inventory days and the preset inventory days. Then the safety stock deviation is obtained according to the safety stock and the preset safety stock. Finally, the inventory shortage rate deviation, inventory surplus rate deviation, inventory days deviation and safety stock deviation are processed to obtain the inventory management evaluation value, thereby quantitatively evaluating the inventory management efficiency of the store warehouse, and then realizing the improvement of store inventory management efficiency. BRIEF DESCRIPTION OF THE DRAWINGS

[0021] Figure 1 A flowchart of an Internet-based store business collaborative management method provided in an embodiment of the present application; Figure 2 A schematic diagram showing changes in the inventory management evaluation value provided in an embodiment of the present application as the inventory shortage rate changes; Figure 3 A schematic diagram showing changes in the inventory management evaluation value provided in an embodiment of the present application as the inventory excess rate changes; Figure 4 A schematic diagram showing the change of the inventory management evaluation value with the change of inventory days provided in the embodiment of the present application; Figure 5 A schematic diagram showing changes in the inventory management evaluation value provided in the embodiment of the present application as the safety inventory changes; Figure 6 A schematic diagram of the structure of an Internet-based store business collaborative management system provided in an embodiment of the present application. DETAILED DESCRIPTION

[0022] The embodiments of the present application solve the problem of inaccurate store inventory collaborative management in the prior art by providing an Internet-based store business collaborative management method, system and device. An inventory management evaluation value is obtained by obtaining clothing inventory data, and whether to perform an accurate inventory evaluation is determined based on the inventory management evaluation value. Then, an accurate inventory evaluation value is obtained based on actual inventory data and system recorded inventory data, and whether to perform data accuracy optimization is determined based on the accurate inventory evaluation value. Finally, a timely allocation evaluation value is obtained based on the optimized accurate inventory evaluation value and clothing allocation data, and whether to perform clothing allocation optimization is determined based on the timely allocation evaluation value, thereby achieving more accurate store inventory collaborative management.

[0023] The technical solution in the embodiment of the present application is to solve the problem of inaccurate store inventory collaborative management. The overall idea is as follows: The obtained inventory management evaluation value is used to determine whether to conduct an accurate inventory evaluation, and then based on the obtained accurate inventory evaluation value, it is determined whether to optimize data accuracy. Finally, based on the obtained timely allocation evaluation value, it is determined whether to optimize clothing allocation, thereby achieving a more accurate effect of collaborative store inventory management.

[0024] In order to better understand the above technical solution, the above technical solution will be described in detail below in conjunction with the accompanying drawings and specific implementation methods.

[0025] like Figure 1 As shown, it is a flow chart of a store business collaborative management method based on the Internet provided by an embodiment of the present application, and the method includes the following steps: S1, inventory management evaluation: evaluating the acquired clothing inventory data to obtain an inventory management evaluation value, judging whether to perform an accurate inventory evaluation based on the acquired inventory management evaluation value, and the inventory management evaluation value is used to evaluate the management efficiency of the inventory in the store warehouse; S2, inventory accuracy evaluation: if an accurate inventory evaluation is performed, evaluating the actual inventory data and the system recorded inventory data to obtain an accurate inventory evaluation value, judging whether to perform data accuracy optimization based on the acquired accurate inventory evaluation value, and the accurate inventory evaluation value is used to evaluate the consistency between the actual inventory data and the system recorded inventory data obtained through the inventory management system; S3, clothing allocation evaluation: evaluating the optimized accurate inventory evaluation value and the clothing allocation data to obtain a timely allocation evaluation value, judging whether to perform clothing allocation optimization based on the acquired timely allocation evaluation value, and the timely allocation evaluation value is used to evaluate the timeliness of inventory allocation between stores.

[0026] It should be added that clothing inventory data includes inventory shortage rate, inventory surplus rate, inventory days, and safety stock; actual inventory data includes actual inventory and actual inventory movement time; system record inventory data includes record inventory and record movement time; clothing allocation data includes allocation response time and allocation timeliness rate; inventory shortage rate is obtained by calculating the ratio of out-of-stock days in the inventory management system to the preset days; inventory surplus rate is obtained by calculating the ratio of excess inventory in the inventory management system to total inventory, and excess inventory represents the difference between total inventory and safety stock; In this embodiment, the inventory days are obtained by calculating the ratio of the total inventory in the inventory management system to the daily sales volume.

[0027] The safety stock is obtained by processing the safety factor, cargo transportation time and standard deviation of daily sales. The cargo transportation time is obtained by taking the difference between the time when the cargo arrives at the warehouse and the time when the order is created. The safety factor is set according to the expected service level. For example, according to the cumulative probability density function of the standard normal distribution, the safety factor corresponding to a service level of 95% is 1.65, where the service level is the cumulative probability in the cumulative probability density function, and the safety factor is the independent variable in the cumulative probability density function.

[0028] The actual inventory quantity and actual inventory movement time are scanned through wireless radio frequency identification. The actual inventory movement time represents the difference between the time when the goods are out of the warehouse and the time when the goods are put into the warehouse.

[0029] The inventory quantity and the moving time are obtained through the inventory management system. The moving time represents the difference between the time when the goods are out of the warehouse and the time when the goods are in the warehouse as recorded by the inventory management system.

[0030] The dispatch response time is obtained by subtracting the response time and request time in the inventory management system.

[0031] The timeliness of allocation is obtained by calculating the ratio of the number of allocations completed on time to the total number of allocations in the inventory management system. The number of allocations completed on time is obtained by comparing the actual allocation completion time of each allocation request with the preset allocation time. If the actual allocation completion time is within the preset allocation time, the allocation request will be recorded as "allocation completed on time". Otherwise, the allocation request will be recorded as "allocation completed with delay" and statistics will be taken on the allocation requests of "allocation completed on time". The preset allocation time is set according to the transportation distance of the allocation request. For example, if the transportation distance is 2km, the preset allocation time will be set to 40 minutes.

[0032] Through the above steps, inventory management, data accuracy and allocation efficiency can be gradually optimized, thereby reducing inventory pressure and out-of-stock phenomena in stores and ensuring efficient and accurate inventory management.

[0033] Furthermore, the specific method for evaluating the inventory management evaluation value based on the acquired clothing inventory data is as follows: the inventory shortage rate deviation (i.e. ), the inventory shortage rate deviation is obtained by calculating the ratio of the inventory shortage rate to the preset inventory shortage rate in the database; the inventory excess rate deviation (i.e. ), the excess inventory rate deviation is obtained by calculating the ratio of the excess inventory rate to the preset excess inventory rate in the database; the inventory days deviation (i.e. ), the inventory days deviation is obtained by calculating the ratio of the inventory days to the preset inventory days in the database; the safety stock deviation (i.e. ), the safety stock deviation is obtained by calculating the ratio of the safety stock to the preset safety stock in the database; the inventory shortage rate deviation, inventory surplus rate deviation, inventory days deviation and safety stock deviation are processed to obtain the inventory management evaluation value.

[0034] Among them, the specific method of obtaining the inventory management evaluation value is: ; ; In the formula, i represents the number of the clothing type, , N represents the total number of clothing types, GL represents the inventory management evaluation value, represents the inventory shortage rate of the i-th clothing, represents the excess inventory rate of the i-th clothing, represents the inventory days of the i-th clothing, represents the safety stock of the i-th clothing, Indicates the preset inventory shortage rate, Indicates the preset inventory excess rate, Indicates the preset inventory days. represents the preset safety stock, α represents the safety factor, represents the standard deviation of daily sales, Indicates the time of cargo transportation.

[0035] In this embodiment, the preset inventory shortage rate is represented by the average value of the inventory shortage rate in the historical time period; the preset inventory surplus rate is represented by the average value of the inventory surplus rate in the historical time period; the preset inventory days is represented by the average value of the inventory days in the historical time period; the preset safety stock is set according to the sales volume, for example, a clothing store can set the preset safety stock to 3-4 weeks of sales; the safety factor is set according to the expected service level, for example, a 95% service level corresponds to a safety factor of 1.65; the preset inventory shortage rate, the preset inventory surplus rate, the preset inventory days and the preset safety stock are not 0.

[0036] The inventory management evaluation value in this algorithm involves processing multiple independent variables (inventory shortage rate, inventory surplus rate, inventory days, and safety stock), and there is a mutual influence relationship between these independent variables; the inventory shortage rate is inversely correlated with the inventory surplus rate. If the inventory shortage rate is too high, the inventory management evaluation value will be reduced; if the inventory surplus rate is too high, it means inventory waste, which will also reduce the inventory management evaluation value; an increase in inventory days often means inventory backlog, resulting in an increase in the inventory surplus rate and a decrease in the inventory management evaluation value; if the safety stock volume decreases, the inventory shortage rate may increase, and if the safety stock volume increases, the inventory surplus rate may increase; in summary, the inventory management evaluation value is negatively correlated with the inventory shortage rate, inventory surplus rate, and inventory days, and the closer the safety stock volume is to the preset safety stock volume, the greater the inventory management evaluation value.

[0037] For example, the preset inventory shortage rate is 0.1%, the preset inventory surplus rate is 0.1%, the preset inventory days is 30 days, the preset safety stock is 100 pieces, the store service coefficient is 1, the standard deviation of daily sales is 10, the cargo transportation time is 5 days, the inventory shortage rate, inventory surplus rate and inventory days range is 0-1%, and the safety stock range is 50-150 pieces; Figure 2 The figure shows a schematic diagram of the change of the inventory management evaluation value provided in an embodiment of the present application with the change of the inventory shortage rate. When the inventory surplus rate is 0.1%, the inventory days are 30 days and the safety stock is 100 pieces, the inventory management evaluation value decreases as the inventory shortage rate increases.

[0038] like Figure 3 The figure shows a schematic diagram of the change of the inventory management evaluation value provided in the embodiment of the present application with the change of the inventory surplus rate. When the inventory shortage rate is 0.1%, the inventory days are 30 days and the safety stock is 100 pieces, the inventory management evaluation value decreases as the inventory surplus rate increases.

[0039] like Figure 4 The figure shows a schematic diagram of the change of the inventory management evaluation value provided in the embodiment of the present application with the change of inventory days. When the inventory shortage rate is 0.1%, the inventory surplus rate is 0.1% and the safety stock is 100 pieces, the inventory management evaluation value decreases as the inventory days increase.

[0040] like Figure 5 Shown is a schematic diagram of the change of the inventory management evaluation value provided in an embodiment of the present application with the change of the safety stock. When the inventory shortage rate is 0.1%, the inventory surplus rate is 0.1%, the inventory days is 30 days, and the safety stock is less than the preset safety stock, the inventory management evaluation value increases with the increase of the safety stock. When the inventory shortage rate is 0.1%, the inventory surplus rate is 0.1%, the inventory days is 30 days, and the safety stock is not less than the preset safety stock, the inventory management evaluation value decreases with the increase of the safety stock.

[0041] Through the above steps, the inventory management efficiency in the store warehouse is quantitatively evaluated, thereby achieving the improvement of store inventory management efficiency.

[0042] Furthermore, the specific method for evaluating the accurate inventory evaluation value based on the actual inventory data and the system recorded inventory data is as follows: the inventory deviation (i.e. ), the inventory deviation is obtained by calculating the ratio of the actual inventory to the recorded inventory; the inventory movement time deviation (i.e. ), the inventory movement time deviation is obtained by calculating the ratio of the actual inventory movement time and the recorded inventory movement time; the inventory quantity deviation and the inventory movement time deviation are processed to obtain the accurate inventory assessment value.

[0043] Among them, the specific method to obtain accurate inventory valuation is: ; In the formula, i represents the number of the clothing type, , N represents the total number of clothing types, ZQ represents the inventory accuracy evaluation value, GL represents the inventory management evaluation value, represents the actual inventory of the i-th clothing, represents the recorded inventory of the i-th clothing, represents the actual inventory movement time of the i-th clothing, represents the recorded inventory movement time of the i-th clothing, Indicates the preset management threshold.

[0044] In this embodiment, the actual inventory quantity, the recorded inventory quantity, the actual inventory movement time and the recorded inventory movement time are not 0; the inventory accuracy assessment value in this algorithm involves processing multiple independent variables (actual inventory quantity, actual inventory movement time, recorded inventory quantity, recorded movement time), and there is a mutual influence relationship between these independent variables; the longer the actual inventory movement time and the recorded inventory movement time, the more likely it is that the inventory flow is not smooth, which may lead to inventory backlogs, and the actual inventory quantity and the recorded inventory quantity will increase, which may in turn lead to a larger inventory management assessment value; if the actual inventory quantity is consistent with the recorded inventory quantity, the inventory management can accurately reflect the actual situation, and the higher the inventory accuracy assessment value; if the actual inventory movement time is consistent with the recorded inventory movement time, the higher the inventory accuracy assessment value; the larger the inventory management assessment value, the larger the inventory accuracy assessment value.

[0045] Through the above steps, a quantitative evaluation of the consistency between the actual inventory data and the system recorded inventory data obtained through the inventory management system is achieved, thereby improving the data accuracy in the store's inventory management system.

[0046] Furthermore, the specific process of judging whether to conduct an accurate inventory assessment based on the obtained inventory management evaluation value is as follows: judging whether the inventory management evaluation value is less than a preset management threshold in the database; if the inventory management evaluation value is less than the preset management threshold in the database, an accurate inventory assessment is conducted; otherwise, an accurate inventory assessment is not conducted; judging whether the accurate inventory assessment value is less than the preset accurate threshold in the database: if the accurate inventory assessment value is less than the preset accurate threshold in the database, data accuracy is optimized; if the accurate inventory assessment value is not less than the preset accurate threshold in the database, inventory management optimization is conducted.

[0047] In this embodiment, the preset management threshold is represented by the maximum value of the inventory management evaluation value within the historical time period; the preset accuracy threshold is represented by the maximum value of the inventory accuracy evaluation value within the historical time period; through the above steps, not only the accuracy and completeness of the inventory data can be improved, but also the efficiency and quality of inventory management can be improved, thereby realizing the refinement of store inventory management.

[0048] It should be added that data accuracy optimization is achieved by allocating computing resources through load balancing methods; inventory management optimization includes adjusting inventory strategies and replenishment management optimization; and inventory strategy adjustment is achieved by dynamically adjusting the safety stock level.

[0049] Among them, load balancing is a technology that distributes tasks among multiple computer resources (such as CPU, memory, disk space, network bandwidth, etc.). The purpose is to improve the overall performance and reliability of the inventory management system by optimizing resource usage, maximizing throughput, reducing response time, and avoiding overloading of any single resource.

[0050] Big data analysis and artificial intelligence technologies on the Internet can more accurately predict future inventory needs. Through machine learning algorithms, historical clothing inventory data, seasonal changes, and cargo transportation time are analyzed to identify sales trends and seasonal changes, thereby dynamically adjusting safety stock levels. For example, historical clothing inventory data, seasonal changes, and cargo transportation time are input into a random forest model to train multiple decision trees. Each tree is split according to data features and ultimately outputs a prediction result. During training, the model will automatically find the complex relationship between safety stock levels and factors such as season and transportation time.

[0051] The specific method for optimizing replenishment management is as follows: when the inventory level is less than the replenishment point, the replenishment point is subtracted from the inventory level to obtain the replenishment level. The replenishment point is obtained by adding the product of daily sales volume and cargo transportation time to the safety stock level.

[0052] Through load balancing, the store's inventory management system can process data more efficiently, thereby improving the accuracy and timeliness of the data; through inventory management optimization, the store's inventory backlog and out-of-stock risks are reduced.

[0053] Furthermore, the specific method for obtaining the timely evaluation value of the deployment is as follows: ; ; Where m represents the number of deployment requests. , M represents the total number of deployment requests, TP represents the deployment timely evaluation value, represents the accurate evaluation value of the optimized inventory, i represents the number of the clothing type, , N represents the total number of clothing types, Indicates the deployment response time of the mth deployment request, represents the deployment timeliness rate of the mth deployment request, Indicates the preset deployment response time. represents the preset allocation timeliness rate, β represents the inventory impact factor, represents the inventory shortage rate of the i-th clothing, represents the excess inventory rate of the i-th clothing, Indicates the preset inventory shortage rate, Indicates the preset excess inventory ratio.

[0054] In this embodiment, taking the total number of allocation requests as 1, the total number of clothing types as 1, the optimized inventory accuracy assessment value as 3.359, the preset allocation response time as 1s, the preset allocation timeliness rate as 0.5%, the preset inventory shortage rate as 0.5%, and the preset inventory surplus rate as 0.5% as an example, the change statistics of the allocation timeliness assessment value are shown in Table 1: Table 1 Statistics of changes in timely assessment values Provisioning response time (s) Timely dispatch rate (%) Inventory shortage rate (%) Excess inventory rate (%) Deploy real-time evaluation value TP 1.3 0.2 0.3 0 1.979 0.8 0.2 0.3 0 2.033 0.8 0.5 0.3 0 2.489 0.8 0.5 0 0 3.282 0.8 0.5 0 0.3 2.489 It can be seen from the first and second groups of data in the table that when the allocation response time increases, the allocation timeliness assessment value decreases accordingly; it can be seen from the second and third groups of data that when the allocation timeliness rate increases, the allocation timeliness assessment value increases accordingly; it can be seen from the third and fourth groups of data that when the inventory shortage rate increases, the allocation timeliness assessment value decreases accordingly; it can be seen from the fourth and fifth groups of data that when the inventory surplus rate increases, the allocation timeliness assessment value decreases accordingly.

[0055] The allocation timeliness evaluation value in this algorithm involves processing multiple independent variables (allocation response time, allocation timeliness rate, inventory shortage rate, and inventory surplus rate). There is a mutual influence relationship between these independent variables; the shorter the allocation response time, the higher the allocation timeliness rate is, because a shorter response time means that the allocation demand can be met faster; the optimization of the allocation response time helps to reduce inventory shortages and surpluses, and a shorter response time means that the inventory can be adjusted according to demand faster, thereby reducing the inventory shortage rate and inventory surplus rate; the improvement of the allocation timeliness rate helps to reduce the inventory shortage rate and inventory surplus rate; the larger the inventory shortage rate, the higher the inventory surplus rate. It may lead to longer allocation response time, because when inventory is insufficient, more time is needed to find alternative sources or wait for replenishment; the greater the inventory shortage rate, the lower the allocation timeliness rate; the inventory shortage rate and the inventory surplus rate are often interrelated. In order to avoid inventory shortages, clothing stores may over-purchase, resulting in excess inventory; excess inventory may not directly affect the allocation response time, but too much inventory may increase the complexity of allocation, thereby indirectly leading to an increase in response time; in summary, the allocation timeliness assessment value is negatively correlated with the allocation response time, inventory shortage rate, and inventory surplus rate, and the allocation timeliness assessment value is positively correlated with the allocation timeliness rate.

[0056] The larger the inventory management evaluation value, the more efficient the store's inventory management is, which may lead to a larger inventory accuracy evaluation value; the larger the inventory accuracy evaluation value, the larger the timely allocation evaluation value, because accurate inventory data can provide stores with more reliable allocation basis; the improvement of timely allocation evaluation value can also promote the improvement of inventory management evaluation value, and efficient clothing allocation can reduce inventory backlog and unsalable goods.

[0057] Through the above steps, a quantitative evaluation of the timeliness of inventory allocation between stores is achieved, thereby improving the timeliness of store inventory collaborative management.

[0058] Furthermore, the specific process of judging whether to perform clothing allocation optimization based on the obtained timely allocation evaluation value is as follows: judging whether the timely allocation evaluation value is less than the preset allocation threshold in the database: if the timely allocation evaluation value is less than the preset allocation threshold in the database, clothing allocation optimization is performed; if the timely allocation evaluation value is not less than the preset allocation threshold in the database, clothing allocation optimization is not performed; clothing allocation optimization is used to obtain the optimal allocation plan for excess inventory.

[0059] In this embodiment, the preset allocation threshold is represented by the maximum value of the timely allocation evaluation value within the historical time period; excess inventory refers to the number of clothing in the store that exceeds the safety inventory. Excess inventory may lead to problems such as capital occupation and storage space shortage, so it needs to be optimized through allocation.

[0060] The optimal allocation plan for excess inventory is as follows: the inventory management system is used to distinguish between stores with excess inventory and stores with shortage inventory, and the excess inventory of each store is allocated to the stores with shortage inventory. The transportation distances between each warehouse and each store with excess inventory and the stores with shortage inventory obtained by the satellite navigation system are statistically analyzed to obtain the minimum transportation distance, and the path with the shortest transportation distance is selected as the optimal clothing allocation path.

[0061] Through the above steps, the efficiency of clothing allocation is improved, thereby enhancing the collaborative management among stores.

[0062] like Figure 6 As shown, it is a structural schematic diagram of a store business collaborative management system based on the Internet provided by an embodiment of the present application. The store business collaborative management system based on the Internet provided by an embodiment of the present application includes: an inventory management evaluation module, an inventory accuracy evaluation module and a clothing allocation evaluation module; wherein the inventory management evaluation module is used to evaluate according to the acquired clothing inventory data to obtain an inventory management evaluation value, and judge whether to perform an inventory accuracy evaluation based on the acquired inventory management evaluation value, and the inventory management evaluation value is used to evaluate the management efficiency of the inventory in the store warehouse; the inventory accuracy evaluation module is used to evaluate according to the actual inventory data and the system recorded inventory data to obtain an inventory accuracy evaluation value if an inventory accuracy evaluation is performed, and judge whether to optimize the data accuracy based on the acquired inventory accuracy evaluation value, and the inventory accuracy evaluation value is used to evaluate the consistency between the actual inventory data and the system recorded inventory data obtained through the inventory management system; the clothing allocation evaluation module is used to evaluate according to the optimized inventory accuracy evaluation value and the clothing allocation data to obtain an allocation timeliness evaluation value, and judge whether to optimize the clothing allocation based on the acquired allocation timeliness evaluation value, and the allocation timeliness evaluation value is used to evaluate the timeliness of inventory allocation between stores.

[0063] Among them, an embodiment of the present application also provides an electronic device, which includes a memory for storing computer program instructions and a processor for executing the program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered to execute an Internet-based store business collaborative management method.

[0064] In this embodiment, the store business collaborative management system in this embodiment can obtain the store's inventory data and allocation data in real time through the Internet, and realize the instant update and sharing of data; the Internet makes the inventory information and allocation information between stores more transparent, which helps to make more accurate decisions; through the Internet, the collaborative cooperation between stores is more convenient and efficient; In the Internet environment, load balancing technology can allocate resources across multiple servers or data centers to achieve more extensive resource optimization; the Internet also provides a high-speed data transmission channel, so that inventory data can be synchronized and updated in real time, further improving data accuracy; the store business collaborative management system in this embodiment can obtain the inventory data and sales data of each store in real time, so as to more accurately grasp the situation of excess inventory and shortage inventory in the store; by utilizing the geographic information system and satellite navigation technology on the Internet, the geographical location and transportation distance information between stores can be obtained in real time, providing strong support for allocation optimization.

[0065] Through the above steps, the efficiency of inventory management, the accuracy of inventory data and the allocation of clothing have been improved, thereby achieving more accurate collaborative management of store inventory.

[0066] To summarize, the embodiment of the present application determines whether to perform an accurate inventory assessment through the obtained inventory management evaluation value, and then determines whether to perform data accuracy optimization based on the accurate inventory evaluation value obtained based on the actual inventory data and the system recorded inventory data, and finally determines whether to perform clothing allocation optimization based on the optimized accurate inventory evaluation value and the timely allocation evaluation value obtained from the clothing allocation data, thereby improving the store inventory management efficiency, and further realizing more accurate store inventory collaborative management, effectively solving the problem of inaccurate store inventory collaborative management in the prior art.

[0067] It will be appreciated by those skilled in the art that embodiments of the present invention may be provided as methods, systems, or computer program products. Therefore, the present invention may take the form of a complete hardware embodiment, a complete software embodiment, or an embodiment combining software and hardware. Furthermore, the present invention may take the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing computer-usable program code.

[0068] The present invention is described with reference to flowcharts and / or block diagrams of methods, devices (systems), and computer program products according to embodiments of the present invention. It should be understood that each process and / or block in the flowchart and / or block diagram, as well as the combination of processes and / or blocks in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing device to produce a machine, so that the instructions executed by the processor of the computer or other programmable data processing device generate instructions for implementing the processes in the flowchart and / or block diagram. Figure 1 A process or multiple processes and / or boxes Figure 1 A device that provides the functions specified in a block or multiple blocks.

[0069] These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing device to operate in a specific manner, so that the instructions stored in the computer-readable memory produce an article of manufacture comprising an instruction device, which implements the process Figure 1 A process or multiple processes and / or boxes Figure 1 A function specified in one or more boxes.

[0070] These computer program instructions can also be loaded onto a computer or other programmable data processing device so that a series of operating steps are executed on the computer or other programmable device to produce a computer-implemented process, thereby providing instructions for implementing the process. Figure 1 A process or multiple processes and / or boxes Figure 1 The steps for the functions specified in one or more boxes.

[0071] Although the preferred embodiments of the present invention have been described, those skilled in the art may make other changes and modifications to these embodiments once they have learned the basic creative concept. Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and all changes and modifications that fall within the scope of the present invention.

[0072] Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include these modifications and variations.

Claims

1. A store business collaborative management method based on the Internet, characterized in that: The following steps are involved: S1, evaluating the acquired clothing inventory data to obtain an inventory management evaluation value, and judging whether an accurate inventory evaluation is performed based on the acquired inventory management evaluation value, wherein the inventory management evaluation value is used to evaluate the management efficiency of the inventory in the store warehouse; S2, if an inventory accuracy assessment is to be performed, an inventory accuracy assessment value is obtained based on the actual inventory data and the system recorded inventory data, and whether to perform data accuracy optimization is determined based on the obtained inventory accuracy assessment value, wherein the inventory accuracy assessment value is used to evaluate the consistency between the actual inventory data and the system recorded inventory data obtained through the inventory management system; S3, evaluating the accurate inventory evaluation value and clothing allocation data obtained after optimization to obtain a timely allocation evaluation value, and judging whether to perform clothing allocation optimization based on the obtained timely allocation evaluation value, wherein the timely allocation evaluation value is used to evaluate the timeliness of inventory allocation between stores.

2. The method for collaborative management of store business based on the Internet as claimed in claim 1, characterized in that: The clothing inventory data includes inventory shortage rate, inventory surplus rate, inventory days, and safety stock; The actual inventory data includes actual inventory quantity and actual inventory movement time; The system records inventory data including recording inventory quantity and recording movement time; The clothing allocation data includes allocation response time and allocation timeliness rate; The inventory shortage rate is obtained by calculating the ratio of the number of days out of stock in the inventory management system to the preset number of days; The excess inventory ratio is obtained by calculating the ratio of the excess inventory to the total inventory in the inventory management system.

3. The method for collaborative management of store business based on the Internet as claimed in claim 2, characterized in that: The specific method of evaluating the inventory management evaluation value based on the acquired clothing inventory data is as follows: Obtaining an inventory shortage rate deviation according to a relative relationship between the inventory shortage rate and a preset inventory shortage rate in a database, wherein the inventory shortage rate deviation is obtained by performing a ratio operation on the inventory shortage rate and the preset inventory shortage rate in the database; Obtaining an excess inventory rate deviation according to a relative relationship between the excess inventory rate and a preset excess inventory rate in a database, wherein the excess inventory rate deviation is obtained by performing a ratio operation on the excess inventory rate and the preset excess inventory rate in the database; Obtaining an inventory days deviation according to a relative relationship between the inventory days and a preset inventory days in a database, wherein the inventory days deviation is obtained by performing a ratio calculation on the inventory days and the preset inventory days in the database; A safety stock deviation is obtained according to a relative relationship between the safety stock and a preset safety stock in a database, wherein the safety stock deviation is obtained by performing a ratio operation on the safety stock and the preset safety stock in the database; The inventory shortage rate deviation, inventory excess rate deviation, inventory days deviation and safety stock deviation are processed to obtain the inventory management evaluation value.

4. The method for collaborative management of store business based on the Internet as claimed in claim 2, characterized in that: The specific method for evaluating the actual inventory data and the system recorded inventory data to obtain an accurate inventory evaluation value is as follows: The inventory deviation is obtained according to the relative relationship between the actual inventory and the recorded inventory, and the inventory deviation is obtained by calculating the ratio of the actual inventory to the recorded inventory; The inventory movement time deviation is obtained according to the relative relationship between the actual inventory movement time and the recorded inventory movement time, wherein the inventory movement time deviation is obtained by processing the ratio of the actual inventory movement time to the recorded inventory movement time; The inventory quantity deviation and inventory movement time deviation are processed to obtain an accurate inventory assessment value.

5. The method for collaborative management of store business based on the Internet as claimed in claim 3, characterized in that: The specific process of judging whether to perform accurate inventory evaluation based on the obtained inventory management evaluation value is as follows: Determine whether the inventory management evaluation value is less than the preset management threshold in the database. If the inventory management evaluation value is less than the preset management threshold in the database, perform an accurate inventory evaluation; otherwise, do not perform an accurate inventory evaluation. Determine whether the inventory accuracy assessment value is less than the preset accuracy threshold in the database: If the inventory accuracy assessment value is less than the preset accuracy threshold in the database, data accuracy optimization is performed; If the inventory accuracy assessment value is not less than the preset accuracy threshold in the database, inventory management optimization is performed.

6. The method for collaborative management of store business based on the Internet as claimed in claim 5, characterized in that: The data accuracy optimization is achieved by allocating computing resources through a load balancing method; The inventory management optimization includes adjusting inventory strategy and optimizing replenishment management; The inventory adjustment strategy is implemented by dynamically adjusting the safety inventory.

7. The Internet-based store business collaborative management method according to claim 1, characterized in that: The specific method for obtaining the real-time evaluation value of the deployment is as follows: ； Where m represents the number of deployment requests. , M represents the total number of deployment requests, TP represents the deployment timely evaluation value, Indicates the accurate evaluation value of the optimized inventory. Indicates the deployment response time of the mth deployment request, represents the deployment timeliness rate of the mth deployment request, Indicates the preset deployment response time. represents the preset allocation timeliness rate, and β represents the inventory impact factor.

8. The method for collaborative management of store business based on the Internet as claimed in claim 1, characterized in that: The specific process of judging whether to perform clothing allocation optimization based on the obtained allocation and timely evaluation value is as follows: Determine whether the allocation instant evaluation value is less than the preset allocation threshold in the database: If the real-time evaluation value of the allocation is less than the preset allocation threshold in the database, the clothing allocation is optimized; If the allocation real-time evaluation value is not less than the preset allocation threshold in the database, clothing allocation optimization will not be performed; The clothing allocation optimization is used to obtain the optimal allocation plan for excess inventory.

9. An Internet-based store business collaborative management system, characterized in that: The Internet-based store business collaborative management system includes: an inventory management evaluation module, an inventory accuracy evaluation module and a clothing allocation evaluation module; The inventory management evaluation module is used to evaluate the acquired clothing inventory data to obtain an inventory management evaluation value, and to determine whether an accurate inventory evaluation is performed based on the acquired inventory management evaluation value. The inventory management evaluation value is used to evaluate the management efficiency of the inventory in the store warehouse. The inventory accuracy assessment module is used to evaluate the actual inventory data and the system recorded inventory data to obtain an inventory accuracy assessment value if an inventory accuracy assessment is performed, and to determine whether to perform data accuracy optimization based on the obtained inventory accuracy assessment value, wherein the inventory accuracy assessment value is used to evaluate the consistency between the actual inventory data and the system recorded inventory data obtained through the inventory management system; The clothing allocation evaluation module is used to evaluate the accurate inventory evaluation value obtained after optimization and the clothing allocation data to obtain a timely allocation evaluation value, and judge whether to perform clothing allocation optimization based on the obtained timely allocation evaluation value. The timely allocation evaluation value is used to evaluate the timeliness of inventory allocation between stores.

10. An electronic device, characterized in that: The electronic device includes a memory for storing computer program instructions and a processor for executing program instructions, wherein when the computer program instructions are executed by the processor, the electronic device is triggered to execute an Internet-based store business collaborative management method as described in any one of claims 1-8.

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