An intelligent monitoring and management method and system for a warehouse based on artificial intelligence

Abstract

The present invention relates to a warehousing intelligent monitoring and management method and system based on artificial intelligence. The method includes adjusting the initial set temperature of each environmental maintenance device in the warehouse according to the item information; determining in real time whether the environmental maintenance device is operating normally. When the environmental maintenance device is abnormal, a dynamic adjustment device is matched, and the current set temperature of the dynamic adjustment device is adjusted; the items stored within a preset range of the abnormal environmental maintenance device are obtained as the items to be adjusted, and the position of the items to be adjusted is adjusted according to the current set temperature of the dynamic adjustment device. The present invention can achieve targeted storage of warehousing items, while saving energy and ensuring the quality of the stored items. The present invention monitors in real time whether the environmental maintenance device is operating normally. When the environmental maintenance device is abnormal, a dynamic adjustment device is matched, and the current set temperature of the dynamic adjustment device is adjusted, so as to be able to respond in a timely and effective manner when the device is abnormal.

Description

Technical Field

[0001] The present invention relates to the field of artificial intelligence technology, and specifically to a warehousing intelligent monitoring and management method and system based on artificial intelligence. Background Technique

[0002] With the in-depth development of economic globalization, enterprises are facing increasingly fierce market competition. As a key link in the logistics supply chain, the management efficiency of warehousing directly affects the operating costs and market competitiveness of enterprises. Therefore, improving warehousing management efficiency and reducing logistics costs have become important issues for enterprises to enhance their core competitiveness. Warehousing management is the management of warehouses and the materials stored in them, including a series of activities such as the receipt, storage, distribution, and custody of materials. When storing, by deploying devices such as temperature sensors in key areas of the warehouse to continuously collect real-time data 24 hours a day, it helps managers to grasp the status of the warehousing environment in real time. In existing warehousing intelligent monitoring and management, it is usually based on analyzing the temperature data in the warehouse to determine whether there are storage abnormalities in the warehouse, and it is difficult to respond in a timely and efficient manner when abnormalities occur, reducing the management efficiency. Summary of the Invention

[0003] The present invention provides a warehousing intelligent monitoring and management method and system based on artificial intelligence to solve the technical problems mentioned in the above background technique.

[0004] To achieve the above object, the present invention provides the following technical solutions:

[0005] A warehousing intelligent monitoring and management method based on artificial intelligence, the method includes:

[0006] Obtain the information of the items stored in the warehouse, and adjust the initial set temperature of each environment maintaining device in the warehouse according to the item information) Obtain the information of the items stored in the warehouse, and determine the item storage environment information based on the item information;

[0007] Determine in real time whether the environment maintaining device is operating normally. When the environment maintaining device is abnormal, match a dynamic adjustment device and adjust the current set temperature of the dynamic adjustment device;

[0008] Obtain the items stored within the preset range of the abnormal environment maintaining device as the items to be adjusted, and adjust the positions of the items to be adjusted according to the current set temperature of the dynamic adjustment device.

[0009] As a further technical solution of the present invention, the step of obtaining the information of the items stored in the warehouse and adjusting the initial set temperature of each environment maintaining device in the warehouse according to the item information includes:

[0010] Obtain the information of the items stored in the warehouse, and determine the item storage environment information based on the item information; the item information includes item type, item quantity, item storage environment information, item storage location information, and the item storage environment information includes storage temperature;

[0011] Obtain the location information of each environmental control device, and obtain the item information of the items within the preset range from it according to the location information of each environmental control device;

[0012] Compare the storage temperatures in the item information of the items within the preset range of the environmental control device, and obtain the overlapping temperature range as the set temperature range of the environmental control device;

[0013] Determine the midpoint temperature of the overlapping temperature range as the initial set temperature of the environmental control device.

[0014] As a further technical solution of the present invention, the steps of real-time determining whether the environmental control device is operating normally, and when the environmental control device is abnormal, matching a dynamic adjustment device and adjusting the current set temperature of the dynamic adjustment device include:

[0015] Real-time obtain the operation data of the environmental control device in the warehouse, and determine whether the environmental control device is operating normally according to the operation data;

[0016] When the environmental control device is abnormal, obtain the environmental control devices operating normally within the preset space range of the abnormal environmental control device as the dynamic adjustment devices, and obtain a set of dynamic adjustment devices (calculate the temperature difference between the initial set temperature of the abnormal environmental control device and each dynamic adjustment device, and select the dynamic adjustment device with the smallest temperature difference as the preferred adjustment device;

[0017] Respectively obtain the set temperature ranges of each dynamic adjustment device in the set of dynamic adjustment devices, and adjust the current set temperature of each dynamic adjustment device according to the set temperature ranges of each dynamic adjustment device and the set temperature range of the abnormal environmental control device.

[0018] As a further technical solution of the present invention, the steps of adjusting the current set temperature of each dynamic adjustment device according to the set temperature ranges of each dynamic adjustment device and the set temperature range of the abnormal environmental control device include:

[0019] Determine separately whether there is a coincident temperature between the set temperature range of the dynamic adjustment device and the set temperature range of the abnormal environment maintaining device. If there is, take the minimum value of the coincident temperature as the current set temperature of the dynamic adjustment device. If not, and the maximum value of the set temperature range of the dynamic adjustment device is greater than the maximum value of the set temperature range of the abnormal environment maintaining device, take the minimum value of the set temperature range of the dynamic adjustment device as the current set temperature of the dynamic adjustment device. If not, and the minimum value of the set temperature range of the dynamic adjustment device is less than the minimum value of the set temperature range of the abnormal environment maintaining device, take the maximum value of the set temperature range of the dynamic adjustment device as the current set temperature of the dynamic adjustment device.

[0020] As a further technical solution of the present invention, it further includes calculating the temperature difference between the initial set temperatures of the abnormal environment maintaining device and each dynamic adjustment device before adjusting the current set temperature of each dynamic adjustment device, sorting according to the magnitude of the temperature difference, and selecting the dynamic adjustment device with the smallest temperature difference as the preferred adjustment device.

[0021] As a further technical solution of the present invention, the steps of obtaining the items stored within the preset range of the abnormal environment maintaining device as the items to be adjusted and adjusting the positions of the items to be adjusted according to the current set temperature of the dynamic adjustment device include:

[0022] Obtain the items stored within the preset range of the abnormal environment maintaining device as the items to be adjusted;

[0023] Obtain the item information of the items to be adjusted, sort the items to be adjusted according to the item storage environment information to obtain an emergency dispatch list;

[0024] Sort each dynamic adjustment device according to the current set temperature of each dynamic adjustment device and the distance between it and the abnormal environment maintaining device to obtain an assistance sorting list;

[0025] Adjust the positions of the items to be adjusted according to the assistance sorting list and the emergency dispatch list. When adjusting the positions of the items to be adjusted, make the items to be adjusted with higher rankings be adjusted to positions closer to the dynamic adjustment devices with higher rankings in the emergency dispatch list.

[0026] As a further technical solution of the present invention, the steps of sorting each dynamic adjustment device according to the current set temperature of each dynamic adjustment device and the distance between it and the abnormal environment maintaining device to obtain an assistance sorting list include:

[0027] Determine the temperature assistance value according to the current set temperature of each dynamic adjustment device;

[0028] Determine the distance influence value according to the distance between the dynamic adjustment device and the abnormal environment maintaining device

[0029] Determine the comprehensive assistance value according to the temperature assistance value and the distance influence value;

[0030] Sort each dynamic adjustment device according to the comprehensive assistance value from largest to smallest to obtain an assistance sorting table.

[0031] Another object of the present invention is to provide an intelligent warehouse monitoring and management system based on artificial intelligence, and the system includes:

[0032] A temperature setting module, configured to obtain information about items stored in the warehouse, and adjust the initial set temperature of each environmental maintenance device in the warehouse according to the item information;

[0033] A temperature adjustment module, configured to determine in real time whether the environmental maintenance device is operating normally. When the environmental maintenance device is abnormal, match a dynamic adjustment device and adjust the current set temperature of the dynamic adjustment device;

[0034] An item adjustment module, configured to obtain the items stored within a preset range of the abnormal environmental maintenance device as items to be adjusted, and adjust the positions of the items to be adjusted according to the current set temperature of the dynamic adjustment device.

[0035] As a further technical solution of the present invention, the temperature setting module includes:

[0036] An item information acquisition unit, configured to obtain information about items stored in the warehouse, and determine item storage environment information based on the item information; the item information includes item type, item quantity, item storage environment information, item storage location information, and the item storage environment information includes storage temperature;

[0037] A target information acquisition unit, configured to obtain the location information of each environmental maintenance device, and obtain the item information of the items within its preset range according to the location information of each environmental maintenance device;

[0038] A temperature range determination unit, configured to compare the storage temperatures in the item information of the items within the preset range of the environmental maintenance device, and obtain the overlapping temperature range as the set temperature range of the environmental maintenance device;

[0039] An initial temperature determination unit, configured to determine the intermediate point temperature of the overlapping temperature range as the initial set temperature of the environmental maintenance device.

[0040] As a further technical solution of the present invention, the temperature adjustment module includes:

[0041] A device status determination unit, configured to obtain the operation data of the environmental maintenance device in the warehouse in real time, and determine whether the environmental maintenance device is operating normally according to the operation data;

[0042] An adjustment device determination unit, configured to, when the environment maintaining device is abnormal, obtain the environment maintaining devices that are operating normally within the preset space range of the abnormal environment maintaining device as dynamic adjustment devices, and obtain a set of dynamic adjustment devices;

[0043] A set temperature determination unit, configured to respectively obtain the set temperature ranges of the dynamic adjustment devices in the set of dynamic adjustment devices, and adjust the current set temperatures of the dynamic adjustment devices according to the set temperature ranges of the dynamic adjustment devices and the set temperature range of the abnormal environment maintaining device.

[0044] Compared with the prior art, the beneficial effects of the present invention are as follows: The present invention provides an intelligent warehouse monitoring and management method and system based on artificial intelligence. In the present invention, the initial set temperatures of the environment maintaining devices in the warehouse are determined according to the item information, which can achieve targeted storage of warehouse items, ensure the quality of the stored items while saving energy. On this basis, the present invention monitors in real time whether the environment maintaining devices are operating normally. When the environment maintaining device is abnormal, dynamic adjustment devices are matched, and the current set temperatures of the dynamic adjustment devices are adjusted, which can effectively respond in a timely manner when the device is abnormal, avoid adverse effects on the stored items caused by the device abnormality, and effectively improve the management efficiency. Description of the Drawings

[0045] Figure 1 It is a flowchart of an intelligent warehouse monitoring and management method based on artificial intelligence.

[0046] Figure 2 It is a flowchart of determining the initial set temperature in an intelligent warehouse monitoring and management method based on artificial intelligence.

[0047] Figure 3 It is a flowchart of adjusting the current set temperature in an intelligent warehouse monitoring and management method based on artificial intelligence.

[0048] Figure 4 It is a structural block diagram of an intelligent warehouse monitoring and management system based on artificial intelligence. Detailed Embodiments

[0049] In order to make the technical problems, technical solutions and beneficial effects to be solved by the present invention clearer, the present invention will be further described in detail below with reference to the drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not used to limit the present invention.

[0050] As Figure 1 shown, an embodiment of the present invention provides an intelligent warehouse monitoring and management method based on artificial intelligence, and the method includes:

[0051] Step S100: Obtain the information of the items stored in the warehouse, and adjust the initial set temperature of each environmental control device in the warehouse according to the item information; the item information includes item type, item quantity, item storage environment information, and item storage location information, and the item storage environment information includes storage temperature. The environmental control device can be a refrigeration device such as an air conditioner, which is evenly distributed inside the warehouse.

[0052] Step S200: Determine in real time whether the environmental control device is operating normally. When the environmental control device is abnormal, match a dynamic adjustment device and adjust the current set temperature of the dynamic adjustment device.

[0053] Step S300: Obtain the items stored within the preset range of the abnormal environmental control device as the items to be adjusted, and adjust the positions of the items to be adjusted according to the current set temperature of the dynamic adjustment device.

[0054] In this embodiment, determining the initial set temperature of each environmental control device according to the item information obtained from the warehouse achieves targeted storage of warehoused items, ensuring the quality of stored items while saving energy. On this basis, the present invention monitors in real time whether the environmental control device is operating normally. When the environmental control device is abnormal, a dynamic adjustment device is matched and the current set temperature of the dynamic adjustment device is adjusted, enabling timely and effective response when the device is abnormal (adjusting the temperature of the dynamic adjustment device and moving the positions of the items to be adjusted), avoiding adverse effects on stored items caused by device abnormalities, and effectively improving management efficiency.

[0055] Please refer to Figure 2 , as a preferred embodiment of the present invention, the steps of obtaining the item information stored in the warehouse and adjusting the initial set temperature of each environmental control device in the warehouse according to the item information include:

[0056] Step S101: Obtain the item information stored in the warehouse, and determine the item storage environment information based on the item information; the item information includes item type, item quantity, item storage environment information, and item storage location information, and the item storage environment information includes storage temperature.

[0057] Step S102: Obtain the location information of each environmental control device, and obtain the item information of the items within its preset range according to the location information of each environmental control device.

[0058] Step S103: Compare the storage temperatures in the item information of the items within the preset range of the environmental control device, and obtain the overlapping temperature range as the set temperature range of the environmental control device.

[0059] Step S104: Determine the midpoint temperature (which can be the average temperature) of the overlapping temperature range as the initial set temperature of the environmental control device.

[0060] Please refer to Figure 3 As a preferred embodiment of the present invention, the steps of the real-time determination of whether the environmental maintenance device is operating normally and, when the environmental maintenance device is abnormal, matching a dynamic adjustment device and adjusting the current set temperature of the dynamic adjustment device include:

[0061] Step S201: Real-time obtain the operation data of the environmental maintenance device in the warehouse (the operation data includes power supply and current parameters (current, power consumption), refrigeration system parameters (refrigerant flow rate, condensation pressure and evaporation pressure, compressor operation status), etc.). Determine whether the environmental maintenance device is operating normally according to the operation data. The specific determination method may be to compare the real-time obtained operation data with the preset operation data and determine whether the difference exceeds the preset difference range. If it exceeds, it is determined as abnormal; if it does not exceed, it is determined as normal;

[0062] Step S202: When the environmental maintenance device is abnormal, obtain the environmental maintenance devices operating normally within the preset space range of the abnormal environmental maintenance device as the dynamic adjustment devices to obtain a set of dynamic adjustment devices, usually referring to the environmental maintenance devices closer to the abnormal environmental maintenance device for timely adjustment and buffering;

[0063] Step S203: Respectively obtain the set temperature ranges of the dynamic adjustment devices in the set of dynamic adjustment devices, and adjust the current set temperatures of the dynamic adjustment devices according to the set temperature ranges of the dynamic adjustment devices and the set temperature range of the abnormal environmental maintenance device.

[0064] As a preferred embodiment of the present invention, the step of adjusting the current set temperatures of the dynamic adjustment devices according to the set temperature ranges of the dynamic adjustment devices and the set temperature range of the abnormal environmental maintenance device includes:

[0065] Respectively determine whether there is a coincidence temperature between the set temperature range of the dynamic adjustment device and the set temperature range of the abnormal environmental maintenance device. If there is, use the minimum value of the coincidence temperature as the current set temperature of the dynamic adjustment device. If not, and the maximum value of the set temperature range of the dynamic adjustment device is greater than the maximum value of the set temperature range of the abnormal environmental maintenance device, use the minimum value of the set temperature range of the dynamic adjustment device as the current set temperature of the dynamic adjustment device; if not, and the minimum value of the set temperature range of the dynamic adjustment device is less than the minimum value of the set temperature range of the abnormal environmental maintenance device, use the maximum value of the set temperature range of the dynamic adjustment device as the current set temperature of the dynamic adjustment device.

[0066] As a preferred embodiment of the present invention, before adjusting the current set temperature of each dynamic adjustment device, it further includes calculating the temperature difference between the initial set temperatures of the abnormal environment maintaining device and each dynamic adjustment device, sorting them according to the magnitude of the temperature difference, and selecting the dynamic adjustment device with the smallest temperature difference as the preferred adjustment device because its adjustment may have the most direct and effective impact on the abnormal device. According to the set temperature range of the abnormal device, gradually adjust the current set temperature of the selected dynamic adjustment device to minimize the overall temperature fluctuation.

[0067] As a preferred embodiment of the present invention, the step of obtaining the items stored within the preset range of the abnormal environment maintaining device as the items to be adjusted and adjusting the positions of the items to be adjusted according to the current set temperature of the dynamic adjustment device includes:

[0068] Obtaining the items stored within the preset range of the abnormal environment maintaining device as the items to be adjusted generally refers to the items that are more greatly affected;

[0069] Obtaining the item information of the items to be adjusted, sorting the items to be adjusted according to the item storage environment information (respectively obtaining the maximum value of the storage temperature in the item storage environment information of the items to be adjusted, and sorting each item to be adjusted from smallest to largest according to the maximum value) to obtain an emergency dispatch list;

[0070] Sorting each dynamic adjustment device according to the current set temperature of each dynamic adjustment device and the distance between it and the abnormal environment maintaining device to obtain an assistance sorting list;

[0071] Adjusting the positions of the items to be adjusted according to the assistance sorting list and the emergency dispatch list. When adjusting the positions of the items to be adjusted, the higher-ranked items to be adjusted are adjusted to positions closer to the higher-ranked dynamic adjustment devices in the emergency dispatch list. When specifically adjusting the positions, the positions can be sequentially moved according to the order of the emergency dispatch list and the assistance sorting list, ensuring that the items with lower storage temperatures can be preferentially moved closer to the higher-ranked dynamic adjustment devices.

[0072] In this embodiment, the step of sorting each dynamic adjustment device according to the current set temperature of each dynamic adjustment device and the distance between it and the abnormal environment maintaining device to obtain an assistance sorting list includes:

[0073] Determining a temperature assistance value according to the current set temperature of each dynamic adjustment device (the lower the current set temperature, the greater the temperature assistance value);

[0074] Determining a distance influence value according to the distance between the dynamic adjustment device and the abnormal environment maintaining device (the farther the distance, the greater the distance influence value);

[0075] Determine the comprehensive assistance value based on the temperature assistance value and the distance influence value (Comprehensive assistance value = Temperature assistance value - Distance influence value);

[0076] Sort each dynamic adjustment device according to the comprehensive assistance value from largest to smallest to obtain an assistance sorting table.

[0077] Please refer to Figure 4 , another object of the present invention is to provide an intelligent warehouse monitoring and management system based on artificial intelligence, and the system includes:

[0078] A temperature setting module 100, configured to obtain information about items stored in the warehouse, and adjust the initial set temperature of each environmental maintenance device in the warehouse according to the item information;

[0079] A temperature adjustment module 200, configured to determine in real time whether the environmental maintenance device is operating normally. When the environmental maintenance device is abnormal, match a dynamic adjustment device and adjust the current set temperature of the dynamic adjustment device;

[0080] An item adjustment module 300, configured to obtain the items stored within a preset range of the abnormal environmental maintenance device as items to be adjusted, and adjust the positions of the items to be adjusted according to the current set temperature of the dynamic adjustment device.

[0081] As a preferred embodiment of the present invention, the temperature setting module 100 includes:

[0082] An item information acquisition unit, configured to obtain information about items stored in the warehouse, and determine item storage environment information based on the item information; the item information includes item type, item quantity, item storage environment information, item storage location information, and the item storage environment information includes storage temperature;

[0083] A target information acquisition unit, configured to obtain the location information of each environmental maintenance device, and obtain the item information of the items within its preset range according to the location information of each environmental maintenance device;

[0084] A temperature range determination unit, configured to compare the storage temperatures in the item information of the items within the preset range of the environmental maintenance device, and obtain the overlapping temperature range as the set temperature range of the environmental maintenance device;

[0085] An initial temperature determination unit, configured to determine the intermediate point temperature (average temperature) of the overlapping temperature range as the initial set temperature of the environmental maintenance device.

[0086] As a preferred embodiment of the present invention, the temperature adjustment module 200 includes:

[0087] A device status determination unit, configured to obtain in real time the operation data of the environmental control equipment in the warehouse (power supply and current parameters (current, power consumption), refrigeration system parameters (refrigerant flow rate, condensation pressure and evaporation pressure, compressor operation status)), and determine whether the environmental control equipment is operating normally according to the operation data;

[0088] An adjustment device determination unit, configured to, when the environmental control equipment is abnormal, obtain the environmental control equipment operating normally within the preset space range of the abnormal environmental control equipment as dynamic adjustment devices, and obtain a set of dynamic adjustment devices;

[0089] A set temperature determination unit, configured to obtain respectively the set temperature ranges of the dynamic adjustment devices in the set of dynamic adjustment devices, and adjust the current set temperatures of the dynamic adjustment devices according to the set temperature ranges of the dynamic adjustment devices and the set temperature range of the abnormal environmental control equipment.

[0090] It should be noted that in this article, the term "including" or any other variant thereof is intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements not only includes those elements, but also includes other elements not expressly listed, or further includes elements inherent to such process, method, article or device. Without further limitation, an element defined by the statement "including one..." does not exclude the existence of another identical element in the process, method, article or device including that element.

[0091] The above are only the preferred embodiments of the present invention, and do not limit the patent scope of the present invention accordingly. Any equivalent structure or equivalent process transformation made by using the specification and drawings of the present invention, or directly or indirectly applied in other related technical fields, shall be equally included in the patent protection scope of the present invention.

Claims

1. A warehousing intelligent monitoring and management method based on artificial intelligence, characterized in that, The method includes: Obtain the item information stored in the warehouse, and adjust the initial set temperature of each environmental maintenance device in the warehouse according to the item information; Determine in real time whether the environmental maintenance device is operating normally. When the environmental maintenance device is abnormal, match a dynamic adjustment device and adjust the current set temperature of the dynamic adjustment device; Obtain the items stored within the preset range of the abnormal environmental maintenance device as the items to be adjusted, and adjust the positions of the items to be adjusted according to the current set temperature of the dynamic adjustment device; The step of obtaining the items stored within the preset range of the abnormal environmental maintenance device as the items to be adjusted, and adjusting the positions of the items to be adjusted according to the current set temperature of the dynamic adjustment device includes: Obtain the items stored within the preset range of the abnormal environmental maintenance device as the items to be adjusted; Obtain the item information of the items to be adjusted, sort the items to be adjusted according to the item storage environment information to obtain an emergency scheduling table; Sort each dynamic adjustment device according to the current set temperature of each dynamic adjustment device and the distance between it and the abnormal environmental maintenance device to obtain an assistance sorting table; Adjust the positions of the items to be adjusted according to the assistance sorting table and the emergency scheduling table. When adjusting the positions of the items to be adjusted, adjust the items to be adjusted with higher rankings to positions closer to the dynamic adjustment devices with higher rankings in the assistance sorting table; The step of sorting each dynamic adjustment device according to the current set temperature of each dynamic adjustment device and the distance between it and the abnormal environmental maintenance device to obtain an assistance sorting table includes: Determine a temperature assistance value according to the current set temperature of each dynamic adjustment device; Determine a distance influence value according to the distance between the dynamic adjustment device and the abnormal environmental maintenance device; Determine a comprehensive assistance value according to the temperature assistance value and the distance influence value; Sort each dynamic adjustment device according to the comprehensive assistance value from largest to smallest to obtain an assistance sorting table.

2. The method for intelligent monitoring and management of a warehouse based on artificial intelligence according to claim 1, wherein The step of obtaining the item information stored in the warehouse and adjusting the initial set temperature of each environmental maintenance device in the warehouse according to the item information includes: Obtain the item information stored in the warehouse, and determine the item storage environment information based on the item information; the item information includes item type, item quantity, item storage environment information, and item storage location information, and the item storage environment information includes storage temperature; Obtain the position information of each environmental maintenance device, and obtain the item information of the items within its preset range according to the position information of each environmental maintenance device; Compare the storage temperatures in the item information of the items within the preset range of the environmental maintenance device, and obtain the overlapping temperature range as the set temperature range of the environmental maintenance device; Determine the intermediate point temperature of the overlapping temperature range as the initial set temperature of the environmental maintenance device.

3. The method for intelligent monitoring and management of a warehouse based on artificial intelligence according to claim 2, characterized in that, The step of determining in real time whether the environmental maintenance device is operating normally. When the environmental maintenance device is abnormal, match a dynamic adjustment device and adjust the current set temperature of the dynamic adjustment device includes: Obtain the operation data of the environmental maintenance devices in the warehouse in real time, and determine whether the environmental maintenance devices are operating normally according to the operation data; When the environmental maintenance device is abnormal, obtain the environmental maintenance devices that are operating normally within the preset space range of the abnormal environmental maintenance device as dynamic adjustment devices, and obtain a set of dynamic adjustment devices; Respectively obtain the set temperature ranges of each dynamic adjustment device in the set of dynamic adjustment devices, and adjust the current set temperature of each dynamic adjustment device according to the set temperature ranges of each dynamic adjustment device and the set temperature range of the abnormal environmental maintenance device.

4. The method for intelligent monitoring and management of a warehouse based on artificial intelligence according to claim 3, characterized in that The step of adjusting the current set temperature of each dynamic adjustment device according to the set temperature ranges of each dynamic adjustment device and the set temperature range of the abnormal environmental maintenance device includes: Respectively determine whether there is a coincidence temperature between the set temperature range of the dynamic adjustment device and the set temperature range of the abnormal environmental maintenance device. If there is, use the minimum value of the coincidence temperature as the current set temperature of the dynamic adjustment device. If not, and the maximum value of the set temperature range of the dynamic adjustment device is greater than the maximum value of the set temperature range of the abnormal environmental maintenance device, use the minimum value of the set temperature range of the dynamic adjustment device as the current set temperature of the dynamic adjustment device; if not, and the minimum value of the set temperature range of the dynamic adjustment device is less than the minimum value of the set temperature range of the abnormal environmental maintenance device, use the maximum value of the set temperature range of the dynamic adjustment device as the current set temperature of the dynamic adjustment device.

5. The intelligent warehouse monitoring and management method based on artificial intelligence according to claim 4, characterized in that, It also includes calculating the temperature difference between the initial set temperatures of the abnormal environmental maintenance device and each dynamic adjustment device before adjusting the current set temperature of each dynamic adjustment device, sorting according to the magnitude of the temperature difference, and selecting the dynamic adjustment device with the smallest temperature difference as the preferred adjustment device.

6. A warehousing intelligent monitoring and management system based on artificial intelligence, characterized in that, The system includes: A temperature setting module for obtaining the information of the items stored in the warehouse and adjusting the initial set temperature of each environmental maintenance device in the warehouse according to the item information; A temperature adjustment module for determining in real time whether the environmental maintenance device is operating normally. When the environmental maintenance device is abnormal, matching dynamic adjustment devices and adjusting the current set temperature of the dynamic adjustment devices; An item adjustment module for obtaining the items stored within the preset range of the abnormal environmental maintenance device as items to be adjusted, and adjusting the positions of the items to be adjusted according to the current set temperature of the dynamic adjustment devices; The content of obtaining the items stored within the preset range of the abnormal environmental maintenance device as items to be adjusted and adjusting the positions of the items to be adjusted according to the current set temperature of the dynamic adjustment devices includes: Obtain the items stored within the preset range of the abnormal environmental maintenance device as items to be adjusted; Obtain the item information of the items to be adjusted, sort the items to be adjusted according to the item storage environment information, and obtain an emergency dispatch list; Sort each dynamic adjustment device according to the current set temperature of each dynamic adjustment device and the distance between it and the abnormal environmental maintenance device to obtain an assistance sorting list; Adjust the positions of the items to be adjusted according to the assistance sorting list and the emergency dispatch list. When adjusting the positions of the items to be adjusted, make the items to be adjusted with higher rankings be adjusted to positions closer to the dynamic adjustment devices with higher rankings in the assistance sorting list; Sorting each dynamic adjustment device according to the current set temperature of each dynamic adjustment device and the distance between it and the abnormal environment maintaining device, the content of obtaining the assistance sorting table includes: Determine the temperature assistance value according to the current set temperature of each dynamic adjustment device; Determine the distance influence value according to the distance between the dynamic adjustment device and the abnormal environment maintaining device; Determine the comprehensive assistance value according to the temperature assistance value and the distance influence value; Sort each dynamic adjustment device according to the comprehensive assistance value from large to small to obtain the assistance sorting table.

7. The intelligent warehouse monitoring and management system based on artificial intelligence according to claim 6, characterized in that, The temperature setting module includes: An item information acquisition unit, configured to acquire item information stored in the warehouse, and determine item storage environment information based on the item information; the item information includes item type, item quantity, item storage environment information, and item storage location information, and the item storage environment information includes storage temperature; A target information acquisition unit, configured to acquire the location information of each environment maintaining device, and acquire the item information of the items within the preset range of each environment maintaining device according to the location information of each environment maintaining device; A temperature range determination unit, configured to compare the storage temperatures in the item information of the items within the preset range of the environment maintaining device, and obtain the overlapping temperature range as the set temperature range of the environment maintaining device; An initial temperature determination unit, configured to determine the intermediate point temperature of the overlapping temperature range as the initial set temperature of the environment maintaining device.

8. An intelligent warehouse monitoring and management system based on artificial intelligence according to claim 7, characterized in that, The temperature adjustment module includes: A device state determination unit, configured to acquire the operation data of the environment maintaining device in the warehouse in real time, and determine whether the environment maintaining device is operating normally according to the operation data; An adjustment device determination unit, configured to, when the environment maintaining device is abnormal, acquire the environment maintaining devices that are operating normally within the preset space range of the abnormal environment maintaining device as dynamic adjustment devices, and obtain a dynamic adjustment device set; A set temperature determination unit, configured to respectively acquire the set temperature ranges of the dynamic adjustment devices in the dynamic adjustment device set, and adjust the current set temperatures of the dynamic adjustment devices according to the set temperature ranges of the dynamic adjustment devices and the set temperature range of the abnormal environment maintaining device.

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