CN112330255A - Warehouse management system - Google Patents
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Abstract
The invention relates to the technical field of warehouse management, in particular to a warehouse management system, which comprises a warehouse entry management module, a warehouse entry management module and a warehouse entry management module, wherein the warehouse entry management module is used for collecting commodity information of warehoused commodities and generating warehouse entry information; the ex-warehouse management module is used for acquiring commodity information of ex-warehouse commodities and generating ex-warehouse information; the expiration date calculating module is used for calculating the expiration date of the commodity according to the commodity information; the inventory calculation module updates inventory information according to the warehousing information and the ex-warehouse information; and the sales strategy generating module is used for generating the sales strategy according to the commodity information and the commodity expiration date. The warehouse management system can generate a product sale strategy based on the quality guarantee period of the product, help is provided for product promotion decision, loss of enterprises due to overdue products is reduced, warehouse management efficiency is improved, and warehouse management cost is reduced.
Description
Technical Field
The invention relates to the technical field of warehouse management, in particular to a warehouse management system.
Background
Warehouse management is also called warehouse management, and refers to effective control of activities such as receiving, sending and storing of warehoused goods, and aims to ensure that warehoused goods are intact for enterprises, ensure normal operation of production and management activities, classify and record activity conditions of various goods on the basis, and express comprehensive management forms of the conditions of the warehoused goods in terms of quantity and quality, geographic positions, departments, order attribution, warehouse dispersion degree and the like in a clear chart mode. Warehouse management is a very important link in the production process of enterprises, and the improvement of a warehouse management system can greatly reduce the operation cost of the warehouse.
In the prior art, in warehouse management, generally, workers record and manage storage time of goods, state information of the goods, environmental information of a warehouse and the like, so that disorder of entering and exiting of the goods is avoided, and the purpose of effective management is achieved. At present, a plurality of management systems are provided, which can facilitate the management of warehouse entry and warehouse exit of workers, but because the types of products are different, a plurality of products have quality guarantee periods. Management personnel still need to process by experience during activities such as purchasing and selling, and if the quality guarantee period condition of products in a warehouse is ignored during purchasing and selling, the problem of insufficient inventory or overdue products is likely to be caused, and further loss is caused to enterprises.
Disclosure of Invention
The invention aims to provide a warehouse management system which can generate a product sale strategy based on the shelf life of a product, provide help for product promotion decision and reduce the loss of an enterprise caused by the overdue product.
The application provides the following technical scheme:
a warehouse management system, comprising:
the warehousing management module is used for collecting commodity information of warehoused commodities and generating warehousing information;
the ex-warehouse management module is used for acquiring commodity information of ex-warehouse commodities and generating ex-warehouse information;
the expiration date calculating module is used for calculating the expiration date of the commodity according to the commodity information;
the inventory calculation module updates inventory information according to the warehousing information and the ex-warehouse information;
and the sales strategy generating module is used for generating the sales strategy according to the commodity information and the commodity expiration date.
Further, the sales policy generation module includes:
the sales promotion template storage module is used for storing sales promotion templates of various commodities;
the commodity grading module is used for grading different promotion grades according to the expiration date;
the sales promotion template matching module is used for matching the corresponding sales promotion template according to the commodity information and the sales promotion grade;
and the strategy generating module is used for generating the sales strategy of the commodity corresponding to each promotion grade according to the matched promotion template.
Further, the expiration date calculating module comprises a quality guarantee period obtaining module used for obtaining the quality guarantee period of the commodity according to the commodity information.
Further, the shelf life acquisition module comprises a local data acquisition module and a third-party data interface module, and the local data acquisition module and the third-party data interface module are respectively used for acquiring the shelf life of the commodity from a local database and a third-party data platform.
The system further comprises an ex-warehouse prediction module and an inventory prediction module, wherein the ex-warehouse prediction module is used for predicting the ex-warehouse quantity of the commodities according to historical ex-warehouse records, and the inventory prediction module is used for predicting the inventory quantity of the commodities within N days according to inventory information, the predicted ex-warehouse quantity and commodity expiration dates.
And the inventory reminding module is used for sending a reminder to the manager when the inventory quantity of the commodities predicted by the inventory predicting module is less than the preset value.
The system further comprises AR inventory management equipment, wherein the AR inventory management equipment is used for acquiring the ID information of the commodities in the warehouse and displaying the commodity information, the expiration date and the sales strategy according to the ID information of the commodities.
The AR inventory management device is characterized by further comprising a positioning system arranged in the warehouse, wherein the AR inventory management device is provided with a positioning label, and the positioning system is used for positioning the positioning label and sending the positioning label to the AR inventory management device.
Further, a direction sensor is arranged on the AR inventory management device, the AR inventory management device is further used for obtaining the position of the target commodity according to the input of the user, and the AR inventory management device is further used for judging whether the direction of the AR inventory management device is correct or not according to the position of the target commodity and the position of the AR inventory management device and prompting the direction.
The technical scheme of the invention has the beneficial effects that:
1. according to the technical scheme, the expiration date of the product is calculated, grading is carried out based on the expiration date of the product, and then the marketing and sales promotion strategies are generated, manual processing is not needed, the labor cost is reduced, meanwhile, managers can fully know the expiration date of the commodity in the warehouse in the purchasing and marketing processes, and loss caused by neglecting the expiration date of the product is avoided. The generated product sale promotion strategy can provide help for the product promotion decision.
2. Through the ex-warehouse prediction module and the inventory prediction module, the inventory state in the warehouse can be predicted, and managers can be reminded of the attention in time according to the prediction result, so that the decision can be made in advance.
3. Through AR inventory management equipment, based on AR technique, make things convenient for managers to manage the commodity in the warehouse, through direction sensor, can ensure that managers faces commodity, and then lets managers find target commodity according to the suggestion of direction fast.
Drawings
Fig. 1 is a logic block diagram of an embodiment of a warehouse management system according to the present application.
Detailed Description
The technical scheme of the application is further explained in detail through the following specific implementation modes:
example one
As shown in fig. 1, the warehouse management system disclosed in this embodiment includes a management server, and the management server includes:
the system comprises a warehousing management module, an expiration date calculation module, an inventory calculation module, a sales strategy generation module, a warehousing prediction module and an inventory reminding module.
The warehousing management module is used for collecting commodity information of warehoused commodities and generating warehousing information. In this embodiment, the warehousing management mode generates warehousing information by acquiring warehousing commodity information scanned by the scanning gun.
The ex-warehouse management module is used for acquiring commodity information of ex-warehouse commodities and generating ex-warehouse information; in this embodiment, the commodity information includes a commodity type number, a commodity unique ID, a warehousing date, a delivery date, a retail price, a commodity name, a commodity manufacturer, a commodity category, and the like.
The expiration date calculating module is used for calculating the expiration date of the commodity according to the commodity information; the expiration date calculating module comprises a quality guarantee period obtaining module which is used for obtaining the quality guarantee period of the commodity according to the commodity information. The quality guarantee period acquisition module comprises a local data acquisition module and a third-party data interface module, wherein the local data acquisition module and the third-party data interface module are respectively used for acquiring the quality guarantee periods of commodities from a local database and a third-party data platform.
And the inventory calculation module is used for updating the inventory information according to the warehousing information and the ex-warehouse information.
The sales strategy generation module is used for generating a sales strategy according to the commodity information and the commodity expiration date. In this embodiment, the sales policy generating module includes:
the sales promotion template storage module is used for storing sales promotion templates of various commodities, and the sales promotion templates comprise sales promotion forms, discount ranges, sales promotion objects, sales promotion time and the like.
The commodity grading module is used for dividing different promotion grades according to the expiration date, in the embodiment, the different promotion grades are divided according to the time interval between the expiration date and the current date, and specifically, the promotion grades are divided into four promotion grades within seven days, within seven days to one month, within one month to three months and more than three months according to the time interval between the expiration date and the current date.
And the promotion template matching module is used for matching the corresponding promotion template according to the commodity information and the promotion grade.
And the strategy generating module is used for generating the sales strategy of the commodity corresponding to each promotion grade according to the matched promotion template.
The ex-warehouse prediction module is used for predicting the ex-warehouse quantity of commodities according to historical ex-warehouse records, in the embodiment, the ex-warehouse prediction module predicts the ex-warehouse quantity by adopting a neural network-based regression model, specifically, by adopting an XGboost regression model, and by taking the type, the production date, the sale season, the sale holiday condition, the commodity packaging mode, the commodity brand, the commodity classification and the like of each commodity in the historical ex-warehouse records as input dimensions, taking the ex-warehouse quantity as a final output result, training and fitting are carried out on historical data through the XGboost model to obtain a more accurate prediction model, and the ex-warehouse quantity of each commodity for nearly three days is predicted through the prediction model.
The system also comprises an inventory forecasting module, wherein the inventory forecasting module is used for forecasting the inventory quantity of the commodities within N days according to the inventory information, the forecasted ex-warehouse quantity and the commodity expiration date. In this embodiment, the inventory prediction module predicts the inventory quantity of the commodities in the last three days according to the prediction result of the delivery quantity in the last three days and the overdue commodity quantity in the last three days.
And the inventory reminding module is used for sending a reminder to the manager when the inventory quantity of the commodities predicted by the inventory predicting module is smaller than the preset value, namely sending the reminder to the manager after detecting that the inventory quantity of the commodities in the next three days is smaller than the preset value, and further reminding the manager to enter the commodities in time.
Example two
The difference between this embodiment and the first embodiment is that this embodiment further includes a warehouse hardware system and a management device.
The warehouse hardware system comprises a network system and a positioning system, the network system realizes WiFi network coverage, and the positioning system adopts UWB positioning technology and comprises a UWB positioning base station.
The management device includes an AR inventory management device for acquiring ID information of the commodity in the warehouse and displaying the commodity information, the expiration date, and the sales policy according to the ID information of the commodity. The AR inventory management equipment adopts the existing AR glasses technical scheme, and integrates modules such as a camera, a laser projection module, a gyroscope, a microphone input module, an electronic compass, a network module, a UWB positioning tag and the like on hardware. And the positioning system is used for positioning the UWB positioning tag and sending the UWB positioning tag to the AR inventory management equipment.
The gyroscope and the electronic compass of the AR inventory management device are jointly used as a direction sensor, the AR inventory management device is also used for acquiring the position of a target commodity according to the voice input of a user, the AR inventory management device is also used for judging whether the direction of the current AR inventory management device is correct or not according to the position of the target commodity and the position of the AR inventory management device and prompting, in the embodiment, display is formed through a laser projection module, when the user faces the position of the target commodity, green display is displayed, when the direction of the user faces is greatly different from the direction of the target commodity, red display is displayed, and then path directing is carried out on the user, different from the traditional navigation, the technical scheme of the embodiment only needs to go forward according to the correct direction by judging the direction without the user checking or knowing a navigation line, and simultaneously, when the user reaches the position of the target commodity, because the goods are numerous, the technical scheme of this embodiment can detect whether user's face is towards target commodity, ensures that target commodity is in user's visible range, and then finds target commodity fast, and is simple and convenient.
The above are merely examples of the present invention, and the present invention is not limited to the field related to this embodiment, and the common general knowledge of the known specific structures and characteristics in the schemes is not described herein too much, and those skilled in the art can know all the common technical knowledge in the technical field before the application date or the priority date, can know all the prior art in this field, and have the ability to apply the conventional experimental means before this date, and those skilled in the art can combine their own ability to perfect and implement the scheme, and some typical known structures or known methods should not become barriers to the implementation of the present invention by those skilled in the art in light of the teaching provided in the present application. It should be noted that, for those skilled in the art, without departing from the structure of the present invention, several changes and modifications can be made, which should also be regarded as the protection scope of the present invention, and these will not affect the effect of the implementation of the present invention and the practicability of the patent. The scope of the claims of the present application shall be determined by the contents of the claims, and the description of the embodiments and the like in the specification shall be used to explain the contents of the claims.
Claims (9)
1. Warehouse management system, its characterized in that: the method comprises the following steps:
the warehousing management module is used for collecting commodity information of warehoused commodities and generating warehousing information;
the ex-warehouse management module is used for acquiring commodity information of ex-warehouse commodities and generating ex-warehouse information;
the expiration date calculating module is used for calculating the expiration date of the commodity according to the commodity information;
the inventory calculation module updates inventory information according to the warehousing information and the ex-warehouse information;
and the sales strategy generating module is used for generating the sales strategy according to the commodity information and the commodity expiration date.
2. The warehouse management system of claim 1 wherein: the sales policy generation module includes:
the sales promotion template storage module is used for storing sales promotion templates of various commodities;
the commodity grading module is used for grading different promotion grades according to the expiration date;
the sales promotion template matching module is used for matching the corresponding sales promotion template according to the commodity information and the sales promotion grade;
and the strategy generating module is used for generating the sales strategy of the commodity corresponding to each promotion grade according to the matched promotion template.
3. The warehouse management system of claim 2 wherein: the expiration date calculating module comprises a quality guarantee period obtaining module which is used for obtaining the quality guarantee period of the commodity according to the commodity information.
4. The warehouse management system of claim 3 wherein: the shelf life acquisition module comprises a local data acquisition module and a third-party data interface module, and the local data acquisition module and the third-party data interface module are respectively used for acquiring the shelf life of the commodity from a local database and a third-party data platform.
5. The warehouse management system of claim 4 wherein: the system also comprises an ex-warehouse prediction module and an inventory prediction module, wherein the ex-warehouse prediction module is used for predicting the ex-warehouse quantity of the commodities according to the historical ex-warehouse records, and the inventory prediction module is used for predicting the inventory quantity of the commodities within N days according to the inventory information, the predicted ex-warehouse quantity and the commodity expiration date.
6. The warehouse management system of claim 5 wherein: the system also comprises an inventory reminding module used for sending a reminder to the manager when the inventory quantity of the commodities predicted by the inventory predicting module is less than the preset value.
7. The warehouse management system of claim 6 wherein: the system further comprises AR inventory management equipment, wherein the AR inventory management equipment is used for acquiring the ID information of the commodities in the warehouse and displaying the commodity information, the expiration date and the sales strategy according to the ID information of the commodities.
8. The warehouse management system of claim 7 wherein: the AR inventory management system is characterized by further comprising a positioning system arranged in the warehouse, positioning labels are arranged on the AR inventory management device, and the positioning system is used for positioning the positioning labels and sending the positioning labels to the AR inventory management device.
9. The warehouse management system of claim 8 wherein: the AR inventory management device is provided with a direction sensor and is further used for acquiring the position of the target commodity according to user input, and the AR inventory management device is further used for judging whether the direction of the AR inventory management device is correct or not according to the position of the target commodity and the position of the AR inventory management device and prompting.
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| CN116402444B (en) * | 2023-06-02 | 2023-08-11 | 酒仙网络科技股份有限公司 | Wine warehouse management system based on environment refined partition |
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