Intelligent analysis management method and system based on island cabinet

Abstract

The invention discloses an intelligent analysis management method and system based on an island cabinet, and relates to the technical field of electric data analysis processing, and the method comprises the steps: transmitting a data transmission instruction to the island cabinet based on a remote control end, and obtaining the real-time related data of the island cabinet; based on a remote control terminal, the real-time temperature data of each area of the island cabinet are analyzed and processed, and a temperature change area of the island cabinet is obtained; and obtaining the inventory variation of the island cabinet. Temperature acquisition and image acquisition are performed on each area of the island cabinet through the temperature sensor and the shooting equipment, the real-time temperature and inventory data of each area are determined, and whether newly-added storage or newly-added taking records of articles are stored in the database system is determined by comparing the inventory data with data recorded in the database system. In order to prevent the shooting equipment from being abnormal, the real-time temperature is analyzed, auxiliary confirmation is carried out on newly-added storage or newly-added taking, it is guaranteed that inventory data cannot be abnormal, and the work intensity of later article checking is reduced.

Description

Technical Field

[0001] The present invention relates to the technical field of electrical data analysis and processing, and in particular to an intelligent analysis management method and system based on island cabinets. Background Art

[0002] Island cabinets are shelves used to display merchandise. They have pallets and hooks. Many specialty stores now use island cabinets. The lower part of the island cabinet can be made into a cabinet or open, and it is a display prop. It is usually placed in the middle of the wall cabinet to supplement the shortcomings of the wall cabinet, which can effectively utilize space, increase the effective display area, and achieve a good display effect.

[0003] Some items that need to be stored at a specific temperature are generally placed in temperature-regulated island cabinets. When items need to be taken or stored from inside the island cabinet, the local temperature of the island cabinet will change. Sometimes, people forget to record the taking or storage of items, resulting in abnormal inventory data. Therefore, data from inside the island cabinet is collected through temperature sensors and photographing equipment, and the inventory data is corrected to avoid abnormal inventory data. Summary of the invention

[0004] In order to solve the above technical problems, an intelligent analysis management method and system based on island cabinets are provided. This technical solution solves the problem raised in the above background technology that when taking or storing items from the island cabinet, forgetting to record leads to abnormal inventory data.

[0005] In order to achieve the above purpose, the technical solution adopted by the present invention is: An intelligent analysis and management method based on island cabinets, comprising: Based on the remote control terminal, a data transmission instruction is sent to the island cabinet to obtain real-time relevant data of the island cabinet; the real-time relevant data of the island cabinet includes real-time temperature data of each area of ​​the island cabinet and inventory data information of each area of ​​the island cabinet; Based on the remote control terminal, the real-time temperature data of each area of ​​the island cabinet is analyzed and processed to obtain the temperature change area of ​​the island cabinet, wherein the temperature change area of ​​the island cabinet includes the first temperature change area of ​​the island cabinet and the second temperature change area of ​​the island cabinet; Analyze and process the inventory data information of each area of ​​the island cabinet according to the temperature change area of ​​the island cabinet to obtain the inventory change amount of the island cabinet, wherein the inventory change amount of the island cabinet includes the first inventory change amount of the island cabinet and the second inventory change amount of the island cabinet; Based on the database system, the inventory change of the island cabinet is verified and analyzed to determine the real-time status of the island cabinet, wherein the real-time status of the island cabinet includes a first real-time status of the island cabinet and a second real-time status of the island cabinet.

[0006] Preferably, the sending of data transmission instructions to the island cabinet based on the remote control terminal to obtain the real-time relevant data of the island cabinet specifically includes the following steps: The remote control terminal sends data transmission instructions to the island cabinet through the communication module; The island cabinet controls the temperature sensor and the camera to collect data from each area of ​​the island cabinet according to the data transmission instruction, and obtains the real-time temperature data and inventory data information of each area of ​​the island cabinet; The island cabinet sends the real-time temperature data of each area of ​​the island cabinet and the inventory data information of each area of ​​the island cabinet to the remote control terminal through the communication module.

[0007] Preferably, the data analysis and processing of the real-time temperature data of each area of ​​the island cabinet based on the remote control terminal to obtain the temperature change area of ​​the island cabinet specifically includes the following steps: Based on the remote control terminal, data is extracted from the database system to obtain the historical temperature data of each area of ​​the island cabinet at the last collection time; Calculate and process the historical temperature data of each area of ​​the island cabinet at the last collection moment and the real-time temperature data of each area of ​​the island cabinet to obtain the temperature difference of each area of ​​the island cabinet; Based on the temperature difference of each area of ​​the island cabinet and the set temperature threshold, a comparison is made to obtain the temperature change area of ​​the island cabinet.

[0008] Preferably, the comparison and judgment based on the temperature difference of each area of ​​the island cabinet and the set temperature threshold to obtain the temperature change area of ​​the island cabinet specifically includes the following steps: The judgment is made according to the temperature difference of each area of ​​the island cabinet and the first temperature threshold and the second temperature threshold; If the temperature difference in a certain area of ​​the island cabinet is greater than the set first temperature threshold, items are placed in this area of ​​the island cabinet, and the total amount of items in this area of ​​the island cabinet increases, the area of ​​the island cabinet is marked, and the first area of ​​the island cabinet temperature change is output; If the temperature difference in a certain area of ​​the island cabinet is less than or equal to the set first temperature threshold, and the temperature difference in a certain area of ​​the island cabinet is greater than or equal to the set second temperature threshold, the total amount of items in this area of ​​the island cabinet remains unchanged; If the temperature difference in a certain area of ​​the island cabinet is less than the set second temperature threshold, the items in this area of ​​the island cabinet are taken away, the total amount of items in this area of ​​the island cabinet is reduced, the area of ​​the island cabinet is marked, and the second area of ​​the island cabinet temperature change is output.

[0009] Preferably, analyzing and processing the inventory data information of each area of ​​the island cabinet according to the temperature change area of ​​the island cabinet to obtain the inventory change amount of the island cabinet specifically includes the following steps: The remote control terminal reads data from the database system according to the first area of ​​the island cabinet temperature change to obtain the first inventory information of the island cabinet; The remote control terminal extracts data from the inventory data information of each area of ​​the island cabinet according to the first area of ​​the island cabinet temperature change, and obtains the first inventory to be verified information of the island cabinet; Calculate and process the first inventory information of the island cabinet and the first inventory to be verified information of the island cabinet to obtain the first inventory change of the island cabinet; The remote control terminal reads data from the database system according to the second area of ​​the island cabinet temperature change to obtain the second inventory information of the island cabinet; The remote control terminal extracts data from the inventory data information of each area of ​​the island cabinet according to the second area of ​​the island cabinet temperature change, and obtains the second inventory to be verified information of the island cabinet; Calculation and processing are performed based on the second inventory information of the island cabinet and the second inventory to be verified information of the island cabinet to obtain the second inventory change of the island cabinet.

[0010] Preferably, the verification and analysis of the inventory change of the island cabinet based on the database system to determine the real-time status of the island cabinet specifically includes the following steps: Based on the remote control terminal, send data reading instructions to the database system to obtain the newly added storage information and newly added retrieval information of the island cabinet's inventory; Based on the remote control terminal, the newly added storage information of the island cabinet and the first area of ​​the island cabinet temperature change are matched to obtain the first real-time status of the island cabinet; Based on the remote control terminal, the new inventory retrieval information of the island cabinet and the second area of ​​the island cabinet temperature change are matched to obtain the second real-time status of the island cabinet.

[0011] Preferably, the step of matching the newly added storage information of the island cabinet with the first temperature change area of ​​the island cabinet based on the remote control terminal to obtain the first real-time state of the island cabinet specifically includes the following steps: Analyze and process the newly added storage information based on the island cabinet inventory; If there is no newly stored item information in the newly added inventory storage information of the island cabinet, the newly added inventory storage information of the island cabinet is modified according to the first inventory change of the island cabinet, and the modified newly added inventory storage information of the island cabinet is stored in the database system; If there is new storage item information in the island cabinet's inventory new storage information; Perform judgment and processing based on the newly added storage item information and the first inventory change amount of the island cabinet; If the newly added storage item information is greater than or less than the first inventory change amount of the island cabinet, the remote control terminal sends verification information to the staff, and the camera equipment is maintained according to the verification information; If the newly added storage item information is equal to the first inventory change of the island cabinet, the shooting device operates normally.

[0012] Preferably, the method of matching the newly added inventory taking information of the island cabinet with the second area of ​​the temperature change of the island cabinet based on the remote control terminal to obtain the second real-time state of the island cabinet specifically includes the following steps: Analyze and process the newly added information of the island cabinet inventory; If there is no newly added item information in the inventory newly added taking information of the island cabinet, the newly added item information of the island cabinet is modified according to the second inventory change of the island cabinet, and the modified newly added item information of the island cabinet is stored in the database system; If there is new item information in the island cabinet's inventory; Make judgment and process based on the newly added item information and the second change in the island cabinet's inventory; If the newly added item information is greater or less than the second inventory change amount of the island cabinet, the remote control terminal sends verification information to the staff, and the camera equipment is maintained according to the verification information; If the newly added item removal information is equal to the second inventory change of the island cabinet, the shooting device operates normally.

[0013] Furthermore, an island cabinet-based intelligent analysis and management system is proposed, which is used to implement the above-mentioned island cabinet-based intelligent analysis and management method, including: A remote control terminal, which is used to control data transmission and information interaction between modules; A database system, the database system is used to store relevant data of the island cabinet, the relevant data of the island cabinet includes historical temperature data of each area of ​​the island cabinet at the last collection time, the first inventory information of the island cabinet, the second inventory information of the island cabinet, the newly added storage information of the island cabinet, and the newly added retrieval information of the island cabinet; A temperature sensor is used to collect the temperature of each area of ​​the island cabinet and obtain real-time temperature data of each area of ​​the island cabinet; A photographing device, which is used to collect images of each area of ​​the island cabinet and obtain inventory data information of each area of ​​the island cabinet; A communication module realizes information interaction among the remote control terminal, the island cabinet and the database system through a communication protocol.

[0014] Preferably, the remote control terminal specifically includes: An image analysis unit, wherein the image analysis module extracts features from the image captured by the camera through a convolutional neural network algorithm, determines features of each inventory item in the image, and determines inventory data information of each area of ​​the island cabinet based on the features of each inventory item in the image; A main control unit, which is used to control information exchange between various units; An instruction generation unit, the instruction generation unit is used to generate a data transmission instruction; A data analysis unit, wherein the data analysis unit calculates the difference between the real-time temperature data of each area of ​​the island cabinet and the historical temperature data of each area of ​​the island cabinet at the last acquisition moment, obtains the temperature difference, determines the temperature change area of ​​the island cabinet according to the temperature difference, and analyzes and processes the inventory data information of each area of ​​the island cabinet to obtain the inventory change of the island cabinet; A comparison and judgment module is used to compare and judge the temperature difference of each area of ​​the island cabinet and the set temperature threshold to obtain the temperature change area of ​​the island cabinet.

[0015] Compared with the prior art, the present invention provides an intelligent analysis and management method and system based on island cabinets, which has the following beneficial effects: The present invention collects temperature and images of each area of ​​the island cabinet through temperature sensors and photographing equipment, determines the real-time temperature and inventory data of each area, and then compares the inventory data with the data recorded in the database system to determine whether to store new storage or new retrieval records of items in the database system. In order to avoid abnormalities in the photographing equipment, the real-time temperature is analyzed to assist in confirming the new storage or new retrieval, thereby ensuring that the inventory data will not be abnormal and reducing the workload of subsequent inventory counting. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] Figure 1 This is a flow chart of steps S100-S400 in an island cabinet-based intelligent analysis and management method proposed by the present invention; Figure 2 This is a flow chart of steps S101-S103 in an island cabinet-based intelligent analysis and management method proposed by the present invention; Figure 3 This is a flow chart of steps S201-S203 in an island cabinet-based intelligent analysis and management method proposed by the present invention; Figure 4 This is a flow chart of steps S2031-S2034 in an island cabinet-based intelligent analysis and management method proposed by the present invention; Figure 5 This is a flow chart of steps S301-S306 in an island cabinet-based intelligent analysis and management method proposed by the present invention; Figure 6 This is a flow chart of steps S401-S403 in an island cabinet-based intelligent analysis and management method proposed by the present invention; Figure 7 This is a flow chart of steps S4021-S4026 in an island cabinet-based intelligent analysis and management method proposed by the present invention; Figure 8This is a flow chart of steps S4031-S4036 in an island cabinet-based intelligent analysis and management method proposed by the present invention; Fig. 9 This is a structural block diagram of an island cabinet-based intelligent analysis and management system proposed by the present invention. DETAILED DESCRIPTION

[0017] The following description is used to disclose the present invention so that those skilled in the art can implement the present invention. The preferred embodiments described below are only examples, and those skilled in the art may think of other obvious variations.

[0018] Reference Figure 1 As shown, an intelligent analysis and management method based on an island cabinet includes: S100, based on the remote control terminal, sending a data transmission instruction to the island cabinet to obtain real-time relevant data of the island cabinet; the real-time relevant data of the island cabinet includes real-time temperature data of each area of ​​the island cabinet and inventory data information of each area of ​​the island cabinet; S200, based on the remote control terminal, analyzing and processing the real-time temperature data of each area of ​​the island cabinet to obtain the temperature change area of ​​the island cabinet, wherein the temperature change area of ​​the island cabinet includes the first temperature change area of ​​the island cabinet and the second temperature change area of ​​the island cabinet; S300, analyzing and processing the inventory data information of each area of ​​the island cabinet according to the temperature change area of ​​the island cabinet, and obtaining the inventory change amount of the island cabinet, wherein the inventory change amount of the island cabinet includes a first inventory change amount of the island cabinet and a second inventory change amount of the island cabinet; S400, based on the database system, verify and analyze the inventory change of the island cabinet to determine the real-time status of the island cabinet, where the real-time status of the island cabinet includes a first real-time status of the island cabinet and a second real-time status of the island cabinet; Those skilled in the art can understand that some items need to be stored at a specific temperature, and the storage of items can be completed by adding a temperature adjustment function to the island cabinet. When items are stored in the island cabinet, they will occupy a certain space of the island cabinet. Therefore, when taking or storing items, the storage space of the island cabinet will increase or decrease. When taking items, the storage space of the island cabinet will increase. When the storage space of the island cabinet increases, air molecules will occupy the area with increased space. The air molecules contain a certain amount of energy, so the temperature of the area with increased space will increase or decrease. Therefore, the temperature sensor is used to monitor the temperature change to determine whether to take items. Similarly, when storing items, the storage space used by the island cabinet will be reduced, and the air molecules in this area will be squeezed to other areas, causing the temperature of other areas to increase or decrease. Therefore, the introduction of local temperature analysis is to avoid the situation where the shooting equipment fails and it is impossible to determine whether to store or take items from the island cabinet. If the items are taken or stored and recorded, the workload of the subsequent inventory will increase, thus avoiding abnormal inventory data. In this embodiment, the remote control terminal sends a data transmission instruction to the island cabinet through a communication protocol (TCP / IP protocol). When the island cabinet receives the data transmission instruction sent by the remote control terminal, the island cabinet sends a data collection instruction to the shooting device and temperature sensor installed in each area of ​​the island cabinet. The shooting device shoots the items in each area of ​​the island cabinet to obtain an image of the inventory data of each area of ​​the island cabinet, and the temperature sensor collects the temperature of each area of ​​the island cabinet to obtain the temperature data of each area of ​​the island cabinet. The island cabinet then sends the image of the inventory data of each area of ​​the island cabinet and the temperature data of each area of ​​the island cabinet to the remote control terminal through the communication protocol (TCP / IP protocol). The remote control terminal uses the characteristics of the inventory items as a reference and performs feature analysis on the image of the inventory data of each area of ​​the island cabinet through a convolutional neural network algorithm to determine the inventory data of each area of ​​the island cabinet. Sometimes, when taking or storing items from the island cabinet, the record is forgotten, resulting in abnormal inventory data. However, data correction through a single shooting device cannot guarantee that the inventory data will not be abnormal, because the shooting device has been used for a long time. If a fault occurs during the use process, the temperature data of each area of ​​the island cabinet is analyzed. However, simply analyzing the temperature data of each area of ​​the island cabinet cannot determine whether there is any item being taken or stored in the island cabinet. Therefore, the remote control end extracts the historical temperature data of each area of ​​the island cabinet at the last collection moment and the temperature data collected by the temperature sensor from the database system through the communication protocol to calculate the difference to obtain the temperature difference, and compares and analyzes the temperature difference to determine whether there is any storage or removal of items in the island cabinet. When items are taken or stored inside the island cabinet, the usable space inside the island cabinet will increase or decrease. When the usable space increases, the air molecules containing energy will move to the extra usable space of the island cabinet, resulting in a decrease in the local temperature of the area of ​​the island cabinet. When the usable space decreases, the air molecules containing energy in the reduced usable space will be squeezed to other areas, resulting in an increase in the local temperature of the area of ​​the island cabinet. Therefore, the island cabinet is double-monitored by using shooting equipment and temperature sensors to avoid forgetting to record when taking or storing items, resulting in abnormal inventory data.

[0019] Reference Figure 2 As shown, based on the remote control terminal, sending data transmission instructions to the island cabinet to obtain real-time relevant data of the island cabinet specifically includes the following steps: S101, the remote control terminal sends a data transmission instruction to the island cabinet through the communication module; S102: The island cabinet controls the temperature sensor and the camera to collect data from each area of ​​the island cabinet according to the data transmission instruction, and obtains the real-time temperature data of each area of ​​the island cabinet and the inventory data information of each area of ​​the island cabinet; S103, the island cabinet sends the real-time temperature data of each area of ​​the island cabinet and the inventory data information of each area of ​​the island cabinet to the remote control terminal through the communication module; In this embodiment, data is collected from each area of ​​the island cabinet through temperature sensors and photographing equipment respectively, so as to avoid the situation where the items in the island cabinet are taken or stored without being recorded when the photographing equipment is damaged, resulting in abnormal inventory data. Therefore, temperature analysis is used to assist in confirming the image collection, so as to further improve the accuracy of the inventory data.

[0020] Reference Figure 3 As shown, based on the remote control terminal, the real-time temperature data of each area of ​​the island cabinet is analyzed and processed to obtain the temperature change area of ​​the island cabinet, which specifically includes the following steps: S201, based on the remote control terminal, extract data from the database system to obtain the historical temperature data of each area of ​​the island cabinet at the last collection time; S202, calculating and processing the historical temperature data of each area of ​​the island cabinet and the real-time temperature data of each area of ​​the island cabinet at the last collection time to obtain the temperature difference of each area of ​​the island cabinet; S203: Compare and judge based on the temperature difference of each area of ​​the island cabinet and the set temperature threshold to obtain the temperature change area of ​​the island cabinet.

[0021] Reference Figure 4 As shown, based on the temperature difference of each area of ​​the island cabinet and the set temperature threshold, the temperature change area of ​​the island cabinet is obtained by comparison and judgment, which specifically includes the following steps: S2031, making a judgment based on the temperature difference between the areas of the island cabinet and the set first temperature threshold and the set second temperature threshold; S2032, if the temperature difference of a certain area of ​​the island cabinet is greater than the set first temperature threshold, items are placed in this area of ​​the island cabinet, the total amount of items in this area of ​​the island cabinet increases, the area of ​​the island cabinet is marked, and the first area of ​​the island cabinet temperature change is output; S2033. If the temperature difference in a certain area of ​​the island cabinet is less than or equal to the set first temperature threshold, and the temperature difference in a certain area of ​​the island cabinet is greater than or equal to the set second temperature threshold, the total amount of items in the area of ​​the island cabinet remains unchanged; S2034, if the temperature difference of a certain area of ​​the island cabinet is less than the set second temperature threshold, the items in this area of ​​the island cabinet are taken away, the total amount of items in this area of ​​the island cabinet is reduced, the area of ​​the island cabinet is marked, and the second area of ​​the island cabinet temperature change is output; In this embodiment, since the island cabinet has added a temperature regulation function, when items are stored or taken from the island cabinet, the storage space of the island cabinet will increase or decrease. Since the island cabinet has added a temperature regulation function, the air molecules inside the island cabinet will have energy. Therefore, the increase or decrease in the storage space of the island cabinet will cause the temperature of the local area of ​​the island cabinet to fluctuate. When the temperature difference change is greater than the set temperature threshold, it means that items are stored or taken from the island cabinet. Temperature analysis is used to avoid abnormalities in the shooting equipment and no records are made when storing or taking items, which leads to abnormal inventory data, thereby increasing the workload of subsequent inventory counting.

[0022] Reference Figure 5 As shown, the inventory data information of each area of ​​the island cabinet is analyzed and processed according to the temperature change area of ​​the island cabinet, and the inventory change amount of the island cabinet is obtained, which specifically includes the following steps: S301, the remote control terminal reads data from the database system according to the first area of ​​the island cabinet temperature change to obtain the first inventory information of the island cabinet; S302, the remote control terminal extracts data from the inventory data information of each area of ​​the island cabinet according to the first area of ​​the island cabinet temperature change, and obtains the first inventory to be verified information of the island cabinet; S303, performing calculation and processing based on the first inventory information of the island cabinet and the first inventory to be verified information of the island cabinet to obtain a first inventory change of the island cabinet; S304, the remote control terminal reads data from the database system according to the second area of ​​the island cabinet temperature change to obtain the second inventory information of the island cabinet; S305, the remote control terminal extracts data from the inventory data information of each area of ​​the island cabinet according to the second area of ​​the island cabinet temperature change, and obtains the second inventory to be verified information of the island cabinet; S306: Perform calculation and processing based on the second inventory information of the island cabinet and the second inventory to be verified information of the island cabinet to obtain the second inventory change of the island cabinet.

[0023] Reference Figure 6 As shown, based on the database system, the inventory change of the island cabinet is verified and analyzed to determine the real-time status of the island cabinet, which specifically includes the following steps: S401, based on the remote control terminal, sending a data reading instruction to the database system to obtain the newly added storage information of the island cabinet and the newly added retrieval information of the island cabinet; S402, based on the remote control terminal, matching the newly added storage information of the island cabinet with the first temperature change area of ​​the island cabinet to obtain the first real-time state of the island cabinet; S403: Based on the remote control terminal, the newly added inventory removal information of the island cabinet and the second area of ​​the island cabinet temperature change are matched to obtain the second real-time status of the island cabinet.

[0024] Reference Figure 7 As shown, based on the remote control terminal, the newly added storage information of the island cabinet inventory and the first area of ​​the island cabinet temperature change are matched, and the first real-time state of the island cabinet is obtained, which specifically includes the following steps: S4021. Analyze and process the newly added storage information of the island cabinet inventory; S4022: if there is no newly stored item information in the newly added inventory storage information of the island cabinet, modify the newly added inventory storage information of the island cabinet according to the first inventory change of the island cabinet, and store the modified newly added inventory storage information of the island cabinet in the database system; S4023, if there is newly added storage item information in the inventory newly added storage information of the island cabinet; S4024, performing judgment and processing according to the newly added storage item information and the first inventory change amount of the island cabinet; S4025. If the newly added storage item information is greater than or less than the first inventory change amount of the island cabinet, the remote control terminal sends verification information to the staff, and the camera is maintained according to the verification information; S4026: If the newly added storage item information is equal to the first inventory change of the island cabinet, the photographing device operates normally.

[0025] Reference Figure 8 As shown, based on the remote control terminal, the newly added inventory removal information of the island cabinet and the second area of ​​the island cabinet temperature change are matched, and the second real-time status of the island cabinet is obtained, which specifically includes the following steps: S4031. Analyze and process the newly added information of the island cabinet inventory; S4032, if there is no newly added item information in the inventory newly added taking information of the island cabinet, modify the inventory newly added taking information of the island cabinet according to the second inventory change of the island cabinet, and store the modified inventory newly added taking information of the island cabinet in the database system; S4033, if there is newly added item information in the inventory newly added information of the island cabinet; S4034, judging and processing according to the newly added item information and the second change amount of the island cabinet inventory; S4035. If the newly added item taken information is greater than or less than the second inventory change amount of the island cabinet, the remote control terminal sends verification information to the staff, and the camera is maintained according to the verification information; S4036: If the newly added item removal information is equal to the second inventory change amount of the island cabinet, the camera operates normally; Those skilled in the art will understand that when items are taken out or stored in an island cabinet, if there is no record, it will cause abnormalities in the data stored in the database system. Therefore, by analyzing the newly added storage information of the island cabinet's inventory and the newly added retrieval information of the island cabinet in the database system, it is determined whether the taking or storage of items is recorded. If there is no record, the newly added storage information of the island cabinet's inventory and the newly added retrieval information of the island cabinet in the database system are modified according to the first change in the island cabinet's inventory and the second change in the island cabinet's inventory, thereby avoiding abnormalities in the inventory data. When the newly added storage information of the island cabinet's inventory and the newly added retrieval information of the island cabinet are inconsistent with the first change in inventory and the second change in inventory, it is necessary for maintenance personnel to conduct on-site inventory and maintain the shooting equipment at the same time.

[0026] Reference Fig. 9 As shown, an island cabinet-based intelligent analysis and management system is used to implement the above-mentioned island cabinet-based intelligent analysis and management method, including: A remote control terminal, which is used to control data transmission and information interaction between modules; A database system, the database system is used to store relevant data of the island cabinet, the relevant data of the island cabinet includes historical temperature data of each area of ​​the island cabinet at the last collection time, the first inventory information of the island cabinet, the second inventory information of the island cabinet, the newly added storage information of the island cabinet, and the newly added retrieval information of the island cabinet; A temperature sensor is used to collect the temperature of each area of ​​the island cabinet and obtain real-time temperature data of each area of ​​the island cabinet; A photographing device, which is used to collect images of each area of ​​the island cabinet and obtain inventory data information of each area of ​​the island cabinet; A communication module, which realizes information interaction between the remote control terminal, the island cabinet and the database system through a communication protocol; The internal integration of the remote control terminal includes: An image analysis unit, wherein the image analysis module extracts features from the image captured by the camera through a convolutional neural network algorithm, determines features of each inventory item in the image, and determines inventory data information of each area of ​​the island cabinet based on the features of each inventory item in the image; A main control unit, which is used to control information exchange between various units; An instruction generation unit, the instruction generation unit is used to generate a data transmission instruction; A data analysis unit, wherein the data analysis unit calculates the difference between the real-time temperature data of each area of ​​the island cabinet and the historical temperature data of each area of ​​the island cabinet at the last acquisition moment, obtains the temperature difference, determines the temperature change area of ​​the island cabinet according to the temperature difference, and analyzes and processes the inventory data information of each area of ​​the island cabinet to obtain the inventory change of the island cabinet; A comparison and judgment module, which performs comparison and judgment based on the temperature difference of each area of ​​the island cabinet and the set temperature threshold to obtain the temperature change area of ​​the island cabinet; In this embodiment, the main control unit controls the instruction generation unit to generate a data transmission instruction, and sends the data transmission instruction to the island cabinet through the communication protocol (TCP / IP protocol). When the island cabinet receives the data transmission instruction, the island cabinet controls the shooting equipment and temperature sensors in various areas of the island cabinet to collect data. After the data collection is completed, the island cabinet sends the collected data to the data analysis unit and the image analysis unit through the communication protocol (TCP / IP protocol) again. The image analysis unit uses the characteristics of the inventory items as a reference, extracts features from the collected images through the convolutional neural network algorithm, counts according to the number of collected features, and determines the number of inventory items according to the counted number. The data analysis unit calculates the temperature difference between the collected temperature data and the historical temperature data of each area of ​​the island cabinet at the last collection moment, and sends the temperature difference to the comparison and judgment unit for analysis. The comparison and judgment unit compares and judges the temperature difference with the set temperature threshold to determine the temperature change area of ​​the island cabinet. Finally, the data analysis unit corrects the inventory data in the database system through the number of inventory items and the temperature change area obtained by the image, thereby ensuring that the inventory data will not be abnormal.

[0027] The above shows and describes the basic principles, main features and advantages of the present invention. Those skilled in the art should understand that the present invention is not limited to the above embodiments. The above embodiments and descriptions only describe the principles of the present invention. The present invention may be subject to various changes and improvements without departing from the spirit and scope of the present invention. These changes and improvements fall within the scope of the present invention. The scope of protection claimed by the present invention is defined by the attached claims and their equivalents.

Claims

1. An intelligent analysis and management method based on island cabinets, characterized in that: include: Based on the remote control terminal, a data transmission instruction is sent to the island cabinet to obtain real-time relevant data of the island cabinet; the real-time relevant data of the island cabinet includes real-time temperature data of each area of ​​the island cabinet and inventory data information of each area of ​​the island cabinet; Based on the remote control terminal, the real-time temperature data of each area of ​​the island cabinet is analyzed and processed to obtain the temperature change area of ​​the island cabinet, wherein the temperature change area of ​​the island cabinet includes the first temperature change area of ​​the island cabinet and the second temperature change area of ​​the island cabinet; Analyze and process the inventory data information of each area of ​​the island cabinet according to the temperature change area of ​​the island cabinet to obtain the inventory change amount of the island cabinet, wherein the inventory change amount of the island cabinet includes the first inventory change amount of the island cabinet and the second inventory change amount of the island cabinet; Based on the database system, the inventory change of the island cabinet is verified and analyzed to determine the real-time status of the island cabinet, wherein the real-time status of the island cabinet includes a first real-time status of the island cabinet and a second real-time status of the island cabinet.

2. The intelligent analysis and management method based on island cabinets according to claim 1 is characterized in that: The method of sending a data transmission instruction to the island cabinet based on the remote control terminal to obtain the real-time relevant data of the island cabinet specifically includes the following steps: The remote control terminal sends data transmission instructions to the island cabinet through the communication module; The island cabinet controls the temperature sensor and the camera to collect data from each area of ​​the island cabinet according to the data transmission instruction, and obtains the real-time temperature data and inventory data information of each area of ​​the island cabinet; The island cabinet sends the real-time temperature data of each area of ​​the island cabinet and the inventory data information of each area of ​​the island cabinet to the remote control terminal through the communication module.

3. The intelligent analysis and management method based on island cabinets according to claim 1 is characterized in that: Based on the remote control terminal, the real-time temperature data of each area of ​​the island cabinet is analyzed and processed to obtain the temperature change area of ​​the island cabinet, which specifically includes the following steps: Based on the remote control terminal, data is extracted from the database system to obtain the historical temperature data of each area of ​​the island cabinet at the last collection time; Calculate and process the historical temperature data of each area of ​​the island cabinet at the last collection moment and the real-time temperature data of each area of ​​the island cabinet to obtain the temperature difference of each area of ​​the island cabinet; Based on the temperature difference of each area of ​​the island cabinet and the set temperature threshold, a comparison is made to obtain the temperature change area of ​​the island cabinet.

4. The intelligent analysis and management method based on island cabinets according to claim 3 is characterized in that: The comparison and judgment based on the temperature difference of each area of ​​the island cabinet and the set temperature threshold to obtain the temperature change area of ​​the island cabinet specifically includes the following steps: The judgment is made according to the temperature difference of each area of ​​the island cabinet and the first temperature threshold and the second temperature threshold; If the temperature difference of a certain area of ​​the island cabinet is greater than the set first temperature threshold, items are placed in this area of ​​the island cabinet, the total amount of items in this area of ​​the island cabinet increases, the area of ​​the island cabinet is marked, and the first area of ​​the island cabinet temperature change is output; If the temperature difference in a certain area of ​​the island cabinet is less than or equal to the set first temperature threshold, and the temperature difference in a certain area of ​​the island cabinet is greater than or equal to the set second temperature threshold, the total amount of items in this area of ​​the island cabinet remains unchanged; If the temperature difference in a certain area of ​​the island cabinet is less than the set second temperature threshold, the items in this area of ​​the island cabinet are taken away, the total amount of items in this area of ​​the island cabinet is reduced, the area of ​​the island cabinet is marked, and the second area of ​​the island cabinet temperature change is output.

5. The intelligent analysis and management method based on island cabinets according to claim 1 is characterized in that: The method of analyzing and processing the inventory data information of each area of ​​the island cabinet according to the temperature change area of ​​the island cabinet to obtain the inventory change amount of the island cabinet specifically includes the following steps: The remote control terminal reads data from the database system according to the first area of ​​the island cabinet temperature change to obtain the first inventory information of the island cabinet; The remote control terminal extracts data from the inventory data information of each area of ​​the island cabinet according to the first area of ​​the island cabinet temperature change, and obtains the first inventory to be verified information of the island cabinet; Calculate and process the first inventory information of the island cabinet and the first inventory to be verified information of the island cabinet to obtain the first inventory change of the island cabinet; The remote control terminal reads data from the database system according to the second area of ​​the island cabinet temperature change to obtain the second inventory information of the island cabinet; The remote control terminal extracts data from the inventory data information of each area of ​​the island cabinet according to the second area of ​​the island cabinet temperature change, and obtains the second inventory to be verified information of the island cabinet; Calculation and processing are performed based on the second inventory information of the island cabinet and the second inventory to be verified information of the island cabinet to obtain the second inventory change of the island cabinet.

6. The intelligent analysis and management method based on island cabinets according to claim 1 is characterized in that: The verification and analysis of the inventory change of the island cabinet based on the database system to determine the real-time status of the island cabinet specifically includes the following steps: Based on the remote control terminal, send data reading instructions to the database system to obtain the newly added storage information and newly added retrieval information of the island cabinet's inventory; Based on the remote control terminal, the newly added storage information of the island cabinet and the first area of ​​the island cabinet temperature change are matched to obtain the first real-time status of the island cabinet; Based on the remote control terminal, the new inventory retrieval information of the island cabinet and the second area of ​​the island cabinet temperature change are matched to obtain the second real-time status of the island cabinet.

7. The intelligent analysis and management method based on island cabinets according to claim 6 is characterized in that: The method of matching the newly added storage information of the island cabinet with the first temperature change area of ​​the island cabinet based on the remote control terminal to obtain the first real-time state of the island cabinet specifically includes the following steps: Analyze and process the newly added storage information based on the island cabinet inventory; If there is no newly stored item information in the newly added inventory storage information of the island cabinet, the newly added inventory storage information of the island cabinet is modified according to the first inventory change of the island cabinet, and the modified newly added inventory storage information of the island cabinet is stored in the database system; If there is new storage item information in the island cabinet's inventory new storage information; Perform judgment and processing based on the newly added storage item information and the first inventory change amount of the island cabinet; If the newly added storage item information is greater than or less than the first inventory change amount of the island cabinet, the remote control terminal sends verification information to the staff, and the camera equipment is maintained according to the verification information; If the newly added storage item information is equal to the first inventory change of the island cabinet, the shooting device operates normally.

8. The intelligent analysis and management method based on island cabinets according to claim 6 is characterized in that: Based on the remote control terminal, matching the newly added inventory taking information of the island cabinet with the second area of ​​the temperature change of the island cabinet to obtain the second real-time state of the island cabinet specifically includes the following steps: Analyze and process the newly added information of the island cabinet inventory; If there is no newly added item information in the inventory newly added taking information of the island cabinet, the newly added item information of the island cabinet is modified according to the second inventory change of the island cabinet, and the modified newly added item information of the island cabinet is stored in the database system; If there is new item information in the island cabinet's inventory; Make judgment and process based on the newly added item information and the second change in the island cabinet's inventory; If the newly added item information is greater or less than the second inventory change amount of the island cabinet, the remote control terminal sends verification information to the staff, and the camera equipment is maintained according to the verification information; If the newly added item removal information is equal to the second inventory change of the island cabinet, the shooting device operates normally.

9. An island cabinet-based intelligent analysis and management system, used to implement an island cabinet-based intelligent analysis and management method as claimed in any one of claims 1 to 8, characterized in that: include: A remote control terminal, which is used to control data transmission and information interaction between modules; A database system, the database system is used to store relevant data of the island cabinet, the relevant data of the island cabinet includes historical temperature data of each area of ​​the island cabinet at the last collection time, the first inventory information of the island cabinet, the second inventory information of the island cabinet, the newly added storage information of the island cabinet, and the newly added retrieval information of the island cabinet; A temperature sensor is used to collect the temperature of each area of ​​the island cabinet and obtain real-time temperature data of each area of ​​the island cabinet; A photographing device, which is used to collect images of each area of ​​the island cabinet and obtain inventory data information of each area of ​​the island cabinet; A communication module realizes information interaction among the remote control terminal, the island cabinet and the database system through a communication protocol.

10. The intelligent analysis and management system based on island cabinet according to claim 9, characterized in that: The remote control terminal specifically includes: An image analysis unit, wherein the image analysis module extracts features from images captured by the camera through a convolutional neural network algorithm, determines features of each inventory item in the image, and determines inventory data information of each area of ​​the island cabinet based on the features of each inventory item in the image; A main control unit, which is used to control information exchange between various units; An instruction generation unit, the instruction generation unit is used to generate a data transmission instruction; A data analysis unit, wherein the data analysis unit calculates the difference between the real-time temperature data of each area of ​​the island cabinet and the historical temperature data of each area of ​​the island cabinet at the last acquisition moment, obtains the temperature difference, determines the temperature change area of ​​the island cabinet according to the temperature difference, and analyzes and processes the inventory data information of each area of ​​the island cabinet to obtain the inventory change of the island cabinet; A comparison and judgment module is used to compare and judge the temperature difference of each area of ​​the island cabinet and the set temperature threshold to obtain the temperature change area of ​​the island cabinet.

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