Digital warehousing operation and maintenance management method and system

Abstract

The invention discloses a digital storage operation and maintenance management method and system, and the method comprises the steps: obtaining the product data information of a product, carrying out the analysis, and determining the key value information of the product; carrying out value importance evaluation calculation on the key value information of the product to obtain a value importance evaluation value; determining a storage security level of the product according to the value importance evaluation value, and determining a storage area of the product according to the storage security level; and obtaining the protection requirement of the product, judging whether the storage area can meet the protection requirement or not, and reinforcing the protection of the storage area when the protection requirement is not met. The storage safety level is determined according to the value importance evaluation value of the product, it is ensured that the high-value product has the higher storage safety level, the storage area is determined according to the storage safety level of the product, it is ensured that the product is stored in a proper environment, damage and waste are reduced, whether the storage area can meet the protection requirement or not is judged, and the safety of the product is improved. And reinforced protection measures are added to ensure that products with special requirements are correspondingly protected.

Description

Technical Field

[0001] The present invention relates to the technical field of warehouse management, and in particular to a digital warehouse operation and maintenance management method and system. Background Art

[0002] In today's rapidly developing business environment, warehousing is a key link in supply chain management, and its efficiency and cost directly affect the core competitiveness of enterprises. With the continuous advancement of information technology and the widespread application of emerging technologies such as the Internet of Things, big data, and cloud computing, the traditional warehousing management model can no longer meet the needs of modern enterprises. Therefore, digital warehousing operation and maintenance management methods have emerged, which has brought revolutionary changes to the warehousing management of enterprises.

[0003] However, traditional warehouse management still relies mainly on manual operations and paper records, which is not only inefficient but also prone to errors, making it difficult to achieve real-time monitoring and precise management. This not only greatly reduces the efficiency of warehouse operations but also increases operating costs. Therefore, digital warehouse operation and maintenance management has become the only way for modern enterprises to improve their warehouse management level and achieve sustainable development. Summary of the invention

[0004] In order to solve the above technical problems, the present invention provides a digital warehouse operation and maintenance management method and system, including:

[0005] Obtain product data information of the product, analyze the product data information, and determine the key value information of the product;

[0006] Performing value importance evaluation and calculation on the key value information of the product to obtain the value importance evaluation value of the product;

[0007] Determine the storage safety level of the product based on the value importance assessment value, and determine the storage area of ​​the product based on the storage safety level;

[0008] Obtain the protection requirements of the product, determine whether the storage area can meet the protection requirements, and strengthen the protection of the storage area if the storage area fails to meet the protection requirements.

[0009] Furthermore, the analysis of product data information to determine key value information of the product includes:

[0010] Parsing the product data information and determining a number of product information contained in the product data information;

[0011] Obtaining a data group corresponding to each product information, and calculating the correlation value between each product information and the market sales value, market demand value and product basic value based on the data group;

[0012] The relevance values ​​corresponding to each product information are added together to obtain a total relevance value, and product information whose total relevance value exceeds a preset threshold is screened out and determined as the key value information of the product.

[0013] Furthermore, the value importance evaluation calculation is performed on the key value information of the product to obtain the value importance evaluation value of the product, including:

[0014] Obtain the total relevance value corresponding to the key value information, and calculate the ratio of the total relevance value corresponding to each key value information to the sum of the total relevance values ​​of all key value information, and use the ratio as the weight corresponding to each key value information;

[0015] Calculate the difference between the total relevance value of each key value information and the preset threshold, and evaluate and value each key value information according to the size of the difference to obtain the value evaluation value corresponding to each key value information;

[0016] Determine the product's value importance assessment value based on the value evaluation value and weight corresponding to each key value information.

[0017] Furthermore, the value importance assessment value of the product is determined based on the value evaluation value and weight corresponding to each key value information, including:

[0018]

[0019] Among them, S is the value importance assessment of the product, k is the assessment coefficient, exp is the natural exponential function, n is the number of key value information, Di is the value evaluation value of the i-th key value information, and αi is the weight corresponding to the value evaluation value of the i-th key value information.

[0020] Furthermore, determining the storage safety level of the product according to the value importance evaluation value includes:

[0021] A storage security level-value importance assessment value interval correspondence relationship is preset, and the storage security level-value importance assessment value interval correspondence relationship is associated with a corresponding storage security level for each value importance assessment value interval;

[0022] Obtain a value importance assessment value, and based on a mapping relationship between a value importance assessment value interval to which the value importance assessment value belongs and a storage safety level corresponding to the value importance assessment value interval, select a storage safety level corresponding to the value importance assessment value interval.

[0023] Furthermore, determining the storage area of ​​the product according to the storage safety level includes:

[0024] Products with the highest storage security level are stored in the safe, products with the lowest storage security level are stored in rented warehouses, and products with other storage security levels are stored in monitored internal warehouses.

[0025] Furthermore, obtaining the protection requirements of the product, determining whether the storage area can meet the protection requirements, and strengthening the protection of the storage area when the storage area fails to meet the protection requirements, includes:

[0026] Obtain the protection requirements of the product and divide the protection requirements of the product into several protection requirement indicators;

[0027] Determine whether the storage area can meet each protection requirement index, and determine the ratio of the number of protection requirement indexes that each storage area can meet to the total number of protection requirement indexes;

[0028] The relationship between the ratio and the preset value is determined. If the ratio is greater than or equal to the preset value, there is no need to strengthen protection of the storage area. If the ratio is less than the preset value, it is necessary to strengthen protection of the storage area.

[0029] The present invention also provides a digital warehouse operation and maintenance management system, including:

[0030] The acquisition module is used to acquire product data information of the product, analyze the product data information, and determine the key value information of the product;

[0031] An evaluation module is used to evaluate the value importance of the key value information of the product and obtain the value importance evaluation value of the product;

[0032] A determination module, used to determine a storage safety level of the product according to the value importance evaluation value, and determine a storage area of ​​the product according to the storage safety level;

[0033] The judgment module is used to obtain the protection requirements of the product, judge whether the storage area can meet the protection requirements, and strengthen the protection of the storage area when the storage area fails to meet the protection requirements.

[0034] Compared with the prior art, the digital warehouse operation and maintenance management method and system of the embodiment of the present invention has the following beneficial effects:

[0035] The present invention determines the storage safety level according to the evaluation value of the value importance of the product, ensuring that high-value products have a higher storage safety level, and determines the storage area according to the storage safety level of the product, ensuring that the product is stored in a suitable environment to reduce damage and waste. It also judges whether the storage area can meet the protection requirements, increases and strengthens the protection measures, and ensures that products with special requirements are protected accordingly. BRIEF DESCRIPTION OF THE DRAWINGS

[0036] Figure 1It is a schematic diagram of the process structure of the digital warehouse operation and maintenance management method in an embodiment of the present invention;

[0037] Figure 2 It is a schematic diagram of the composition of the digital warehouse operation and maintenance management system in an embodiment of the present invention. DETAILED DESCRIPTION

[0038] The specific implementation methods of the present application are further described in detail below in conjunction with the accompanying drawings and examples. The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.

[0039] In the description of the present application, it should be understood that the terms "center", "up", "down", "front", "back", "left", "right", "vertical", "horizontal", "top", "bottom", "inside", "outside", etc., indicating orientations or positional relationships, are based on the orientations or positional relationships shown in the accompanying drawings, and are only for the convenience of describing the present application and simplifying the description, and do not indicate or imply that the platform or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore should not be understood as a limitation on the present application.

[0040] The terms "second" and "second" are used for descriptive purposes only and should not be understood as indicating or implying a relative degree of importance or implicitly indicating the number of the indicated technical features. Thus, a feature defined with "second" or "second" may explicitly or implicitly include one or more of the features. In the description of this application, unless otherwise specified, "multiple" means two or more.

[0041] In the description of this application, it should be noted that, 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 ordinary technical personnel in this field, the specific meanings of the above terms in this application can be understood according to specific circumstances.

[0042] like Figure 1 As shown, in an embodiment of the present application, a digital warehouse operation and maintenance management method is provided, including: S100: obtaining product data information of a product, and analyzing the product data information to determine key value information of the product; S200: performing value importance assessment calculation on the key value information of the product to obtain a value importance assessment value of the product; S300: determining the storage safety level of the product according to the value importance assessment value, and determining the storage area of ​​the product according to the storage safety level; S400: obtaining the protection requirements of the product, determining whether the storage area can meet the protection requirements, and strengthening the protection of the storage area when the storage area fails to meet the protection requirements.

[0043] Furthermore, the present invention determines the storage safety level according to the value evaluation value of the product to ensure that high-value products have a higher storage safety level, and determines the storage area according to the storage safety level of the product to ensure that the product is stored in a suitable environment to reduce damage and waste. It also determines whether the storage area can meet the protection requirements, increases and strengthens protection measures, and ensures that products with special requirements are protected accordingly.

[0044] In an embodiment of the present application, a digital warehouse operation and maintenance management method is provided, wherein the product data information is analyzed to determine the key value information of the product, including: parsing the product data information and determining a number of product information contained in the product data information; obtaining a data group corresponding to each product information, and calculating the correlation value of each product information with the market sales value, market demand value and product basic value based on the data group; adding the correlation value corresponding to each product information to obtain a total correlation value, and filtering out the product information whose total correlation value exceeds a preset threshold, and determining it as the key value information of the product.

[0045] Specifically, several key product information are extracted from the collected product data information, and the extracted product information is classified. For each classified product information, the corresponding data is grouped into a data group; statistical methods (such as Pearson correlation coefficient, Spearman rank correlation, etc.) are used to calculate the correlation value between each product information and the market sales value, market demand value and product basic value, and a separate correlation calculation is performed on each data group to determine the relationship strength between the group of data and the market sales value, market demand value and product basic value. The correlation values ​​corresponding to each product information are added to obtain a total correlation value, which represents the importance of the product information in the overall value assessment; a threshold for the total correlation value is set, and product information with a total correlation value exceeding the preset threshold is screened out. This information is considered to be the key value information of the product. Through this process, enterprises can identify the information that has the greatest impact on product value, which will be used to guide subsequent storage management, market strategy and product development decisions. This method not only improves the accuracy of decision-making, but also helps enterprises better understand market dynamics and make more effective business decisions.

[0046] In an embodiment of the present application, a digital warehouse operation and maintenance management method is provided, wherein the value importance evaluation calculation is performed on the key value information of the product to obtain the value importance evaluation value of the product, including: obtaining the total relevance value corresponding to the key value information, and calculating the ratio of the total relevance value corresponding to each key value information to the sum of the total relevance values ​​of all key value information, and using the ratio as the weight corresponding to each key value information; calculating the difference between the total relevance value of each key value information and a preset threshold, and evaluating each key value information according to the size of the difference to obtain the value evaluation value corresponding to each key value information; determining the value importance evaluation value of the product based on the value evaluation value and weight corresponding to each key value information.

[0047] Specifically, obtain the total relevance value corresponding to the key value information, calculate the ratio of the total relevance value corresponding to each key value information to the sum of the total relevance values ​​of all key value information, in order to determine the importance of each key value information in the entire evaluation system, it is necessary to calculate the ratio of the total relevance value corresponding to each key value information to the sum of the total relevance values ​​of all key value information, and this ratio will be used as the weight corresponding to each key value information; calculate the difference between the total relevance value of each key value information and the preset threshold, this difference reflects the gap between each key value information and the preset standard, and evaluate each key value information according to the size of the difference. The larger the difference, the higher the importance of the key value information, and therefore the higher its value evaluation value; based on the value evaluation value and weight corresponding to each key value information, calculate the value importance evaluation value of the product, this evaluation value reflects the importance of the product in the overall value evaluation. Through this process, enterprises can determine the importance of each key value information to the product value, thereby providing a basis for enterprises to make strategic decisions.

[0048] In an embodiment of the present application, a digital warehouse operation and maintenance management method is provided, wherein the value importance assessment value of a product is determined based on the value evaluation value and weight corresponding to each key value information, including:

[0049]

[0050] Among them, S is the value importance assessment of the product, k is the assessment coefficient, exp is the natural exponential function, n is the number of key value information, Di is the value evaluation value of the i-th key value information, and αi is the weight corresponding to the value evaluation value of the i-th key value information.

[0051] In an embodiment of the present application, a digital warehouse operation and maintenance management method is provided, wherein the storage safety level of a product is determined based on a value importance assessment value, including: pre-setting a storage safety level-value importance assessment value interval correspondence relationship, wherein each value importance assessment value interval is associated with a corresponding storage safety level in the storage safety level-value importance assessment value interval correspondence relationship; obtaining the value importance assessment value, and based on a mapping relationship between the value importance assessment value interval to which the value importance assessment value belongs within the storage safety level-value importance assessment value interval correspondence relationship, selecting a storage safety level corresponding to the value importance assessment value interval.

[0052] Specifically, a corresponding relationship between the storage safety level and the value importance assessment value is pre-set. This relationship may be a table, a chart or a formula, which contains the mapping between different value importance assessment value intervals and the storage safety level; the value importance assessment value is divided into different intervals, and each interval corresponds to a specific storage safety level. For example, high-value products may be divided into high-value intervals, medium-value products may be divided into medium-value intervals, and low-value products may be divided into low-value intervals; the value importance assessment value of each product is matched with the value importance assessment value interval to which it belongs, and then the storage safety level corresponding to the interval is found in the storage safety level-value importance assessment value interval correspondence relationship. According to the mapping relationship, the storage safety level of each product is determined. This level will guide the enterprise to take corresponding measures during the storage process to protect the safety of the product. Through this process, the enterprise can determine the storage safety level of the product according to the value importance assessment value of the product, thereby ensuring that the product is properly protected during the storage process.

[0053] In an embodiment of the present application, a digital warehouse operation and maintenance management method is provided, wherein the storage area of ​​a product is determined according to the storage safety level, including: storing products with the highest storage safety level in a safe, storing products with the lowest storage safety level in a rented warehouse, and storing products with other storage safety levels in an internal warehouse with monitoring.

[0054] Specifically, a vault usually refers to a warehouse with high security and protection measures, such as 24-hour monitoring, biometric access control system, fire and anti-theft facilities, etc. Storing such products in a vault can minimize the risk of theft, damage or accidental loss. Store products with the lowest storage security level in external rented warehouses and internal rented warehouses. External rented warehouses usually refer to warehouses that are not directly owned by the enterprise, which may be located in low-cost areas or managed by a third party. Since such products are not of high value, storing them in low-cost external rented warehouses can effectively reduce the operating costs of the enterprise. Store products with other storage security levels in monitored internal warehouses. Internal warehouses refer to warehouses directly owned by the enterprise, located within or near the enterprise. Storing these products in monitored internal warehouses can reduce costs to a certain extent, while ensuring the safety of products through monitoring systems. According to the storage security level of the product, it is assigned to the corresponding storage area, and the vault and monitored internal warehouse are regularly maintained and monitored to ensure that the storage environment meets the requirements. In this way, enterprises can ensure that products of different values ​​are properly protected, while optimizing resource allocation and reducing operating costs.

[0055] In an embodiment of the present application, a digital warehouse operation and maintenance management method is provided, which obtains the protection requirements of the product, determines whether the storage area can meet the protection requirements, and strengthens the protection of the storage area when the storage area fails to meet the protection requirements, including: obtaining the protection requirements of the product, and splitting the protection requirements of the product into a number of protection requirement indicators; determining whether the storage area can meet each protection requirement indicator, and determining the ratio of the number of protection requirement indicators that each storage area can meet to the total number of protection requirement indicators; determining the relationship between the ratio and a preset value, if the ratio is greater than or equal to the preset value, there is no need to strengthen the protection of the storage area, if the ratio is less than the preset value, it is necessary to strengthen the protection of the storage area.

[0056] Specifically, it is necessary to clarify the protection requirements of the product, which may include moisture-proof, shock-proof, fire-proof, and anti-theft, and split the protection requirements of the product into several specific protection requirement indicators for subsequent evaluation and comparison; evaluate each storage area to check whether it meets the split protection requirement indicators. For each protection requirement indicator, determine whether the storage area meets the requirements and record the number of indicators that are met and not met; calculate the ratio of the number of protection requirement indicators met by each storage area to the total number of indicators, analyze the size of the ratio, determine the protection capacity of the storage area, set a preset value as the standard for judging whether the storage area needs to strengthen protection, and make a decision on whether to strengthen protection based on the relationship between the ratio and the preset value. If the ratio is greater than or equal to the preset value, there is no need to strengthen the protection of the storage area, which meets the standard. If the protection capacity of the storage area reaches or exceeds the preset standard, it means that the storage area is safe enough and no additional protection is required; if the ratio is less than the preset value, the storage area needs to be strengthened and does not meet the standard. If the protection capacity of the storage area is lower than the preset standard, it means that there are safety hazards in the storage area and protective measures need to be strengthened. Through this process, companies can regularly evaluate and monitor storage areas to ensure product safety.

[0057] like Figure 2 As shown, in an embodiment of the present application, a digital warehouse operation and maintenance management system is provided, including: an acquisition module, used to acquire product data information of a product, and analyze the product data information to determine key value information of the product; an evaluation module, used to perform value importance evaluation calculation on the key value information of the product to obtain a value importance evaluation value of the product; a determination module, used to determine the storage safety level of the product according to the value importance evaluation value, and determine the storage area of ​​the product according to the storage safety level; a judgment module, used to obtain the protection requirements of the product, judge whether the storage area can meet the protection requirements, and strengthen the protection of the storage area when the storage area fails to meet the protection requirements.

[0058] In summary, the embodiments of the present invention provide a digital warehouse operation and maintenance management method and system, which include: obtaining product data information of the product, analyzing it, and determining its key value information; performing value importance evaluation calculation on the key value information of the product to obtain a value importance evaluation value; determining the storage safety level of the product according to the value importance evaluation value, and determining the storage area of ​​the product according to the value importance evaluation value; obtaining the protection requirements of the product, judging whether the storage area can meet the protection requirements, and strengthening the protection of the storage area when the protection requirements are not met. The present invention determines the storage safety level according to the value importance evaluation value of the product to ensure that high-value products have a higher storage safety level, and determines the storage area according to the storage safety level of the product to ensure that the product is stored in a suitable environment to reduce damage and waste, and judges whether the storage area can meet the protection requirements, and adds enhanced protection measures to ensure that products with special requirements are protected accordingly.

[0059] Finally, it should be noted that: Obviously, a person skilled in the art may 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 present invention and its equivalent technology, the present invention is also intended to include these modifications and variations.

[0060] The above is only an example of implementation of the present invention, but it cannot be used to limit the scope of the present invention. Any structural changes made according to the present invention, as long as they do not lose the essence of the present invention, should be regarded as falling within the scope of protection of the present invention and being restricted. Technical personnel in the relevant technical field can clearly understand that for the convenience and simplicity of description, the specific working process and related instructions of the platform described above can refer to the corresponding process in the aforementioned platform embodiment, and will not be repeated here.

[0061] The term "comprises" or any other similar term is intended to cover a non-exclusive inclusion such that a process, platform, article, or apparatus / platform that includes a list of elements includes not only those elements but also other elements not expressly listed or inherent to such process, platform, article, or apparatus / platform.

[0062] So far, the technical solutions of the present invention have been described in conjunction with the further embodiments shown in the accompanying drawings. However, it is easy for a person 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, a person 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.

[0063] The above description is only a preferred embodiment of the present invention and is not intended to limit the protection scope of the present invention.

Claims

1. A digital warehouse operation and maintenance management method, characterized in that: include: Obtain product data information of the product, analyze the product data information, and determine the key value information of the product; Performing value importance evaluation and calculation on the key value information of the product to obtain the value importance evaluation value of the product; Determine the storage safety level of the product based on the value importance assessment value, and determine the storage area of ​​the product based on the storage safety level; Obtain the protection requirements of the product, determine whether the storage area can meet the protection requirements, and strengthen the protection of the storage area if the storage area fails to meet the protection requirements.

2. A digital warehouse operation and maintenance management method according to claim 1, characterized in that: The analysis of product data information to determine key value information of the product includes: Parsing the product data information and determining a number of product information contained in the product data information; Obtaining a data group corresponding to each product information, and calculating the correlation value between each product information and the market sales value, market demand value and product basic value based on the data group; The relevance values ​​corresponding to each product information are added together to obtain a total relevance value, and product information whose total relevance value exceeds a preset threshold is screened out and determined as the key value information of the product.

3. A digital warehouse operation and maintenance management method according to claim 2, characterized in that: The value importance evaluation calculation of the key value information of the product to obtain the value importance evaluation value of the product includes: Obtain the total relevance value corresponding to the key value information, and calculate the ratio of the total relevance value corresponding to each key value information to the sum of the total relevance values ​​of all key value information, and use the ratio as the weight corresponding to each key value information; Calculate the difference between the total relevance value of each key value information and the preset threshold, and evaluate and value each key value information according to the size of the difference to obtain the value evaluation value corresponding to each key value information; Determine the product's value importance assessment value based on the value evaluation value and weight corresponding to each key value information.

4. A digital warehouse operation and maintenance management method according to claim 3, characterized in that: The method of determining the product's value importance assessment value based on the value evaluation value and weight corresponding to each key value information includes: Among them, S is the value importance assessment of the product, k is the assessment coefficient, exp is the natural exponential function, n is the number of key value information, Di is the value evaluation value of the i-th key value information, and αi is the weight corresponding to the value evaluation value of the i-th key value information.

5. A digital warehouse operation and maintenance management method according to claim 3, characterized in that: Determining the storage safety level of the product according to the value importance assessment value includes: A storage security level-value importance assessment value interval correspondence relationship is preset, and the storage security level-value importance assessment value interval correspondence relationship is associated with a corresponding storage security level for each value importance assessment value interval; Obtain a value importance assessment value, and based on a mapping relationship between a value importance assessment value interval to which the value importance assessment value belongs and a storage safety level corresponding to the value importance assessment value interval, select a storage safety level corresponding to the value importance assessment value interval.

6. A digital warehouse operation and maintenance management method according to claim 5, characterized in that: Determining the storage area of ​​the product according to the storage safety level includes: Products with the highest storage security level are stored in the safe, products with the lowest storage security level are stored in rented warehouses, and products with other storage security levels are stored in monitored internal warehouses.

7. A digital warehouse operation and maintenance management method according to claim 6, characterized in that: Obtaining the protection requirements of the product, determining whether the storage area can meet the protection requirements, and strengthening the protection of the storage area when the storage area fails to meet the protection requirements, including: Obtain the product's protection requirements and divide the product's protection requirements into several protection requirement indicators; Determine whether the storage area can meet each protection requirement index, and determine the ratio of the number of protection requirement indexes that each storage area can meet to the total number of protection requirement indexes; The relationship between the ratio and the preset value is determined. If the ratio is greater than or equal to the preset value, there is no need to strengthen protection of the storage area. If the ratio is less than the preset value, it is necessary to strengthen protection of the storage area.

8. A digital warehouse operation and maintenance management system, characterized in that: include: The acquisition module is used to acquire product data information of the product, analyze the product data information, and determine the key value information of the product; An evaluation module is used to evaluate the value importance of the key value information of the product and obtain the value importance evaluation value of the product; A determination module, used to determine a storage safety level of the product according to the value importance evaluation value, and determine a storage area of ​​the product according to the storage safety level; The judgment module is used to obtain the protection requirements of the product, judge whether the storage area can meet the protection requirements, and strengthen the protection of the storage area when the storage area fails to meet the protection requirements.

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