An intelligent analysis management method and system based on an island cabinet

Abstract

The application discloses an intelligent analysis management method and system based on an island cabinet, relates to the technical field of electric data analysis and processing, and comprises the following steps: based on a remote control terminal, data transmission instructions are sent to the island cabinet, and real-time related data of the island cabinet is acquired; based on the remote control terminal, real-time temperature data of each region of the island cabinet is analyzed and processed, and an island cabinet temperature change region is acquired; and the inventory change amount of the island cabinet is acquired. The application collects the temperature and images of each region of the island cabinet through temperature sensors and shooting equipment, determines the real-time temperature and inventory data of each region, compares the inventory data with the data recorded in a database system, determines whether the record of newly stored or newly taken items in the database system is stored, and assists in confirming the newly stored or newly taken items by analyzing the real-time temperature, so that the inventory data will not be abnormal, and the working intensity of the later item inventory is reduced.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of electric data analysis and processing, in particular to an intelligent analysis and management method and system based on an island cabinet. BACKGROUND

[0002] The island cabinet is a shelf for displaying and displaying goods, with a supporting plate and a hook. Many specialty stores use island cabinets. The lower part of the island cabinet can be made into a cabinet or an open type, which belongs to a display prop. It is generally placed in the middle of the wall cabinet to supplement the shortcomings of the wall cabinet, effectively utilizes the space, increases the effective display area, and achieves good display effect.

[0003] Some items that need to be stored at a specific temperature are generally placed in an island cabinet with temperature adjustment. When the items need to be taken out or stored in the island cabinet, the temperature of the local island cabinet will change, and sometimes the taking or storing of the items is forgotten, causing abnormal inventory data. Therefore, the data in the island cabinet is collected by a temperature sensor and a shooting device, and the inventory data is corrected to avoid abnormal inventory data. SUMMARY

[0004] To solve the above technical problems, an intelligent analysis and management method and system based on an island cabinet are provided. The technical solution solves the problem of forgetting to record when taking or storing items from the island cabinet, which causes abnormal inventory data.

[0005] To achieve the above purpose, the technical solution adopted by the present application is as follows:

[0006] An intelligent analysis and management method based on an island cabinet, comprising:

[0007] Based on the remote control terminal, data transmission instructions are sent to the island cabinet to obtain real-time related data of the island cabinet. The real-time related 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.

[0008] 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 island cabinet temperature change area, which includes the island cabinet temperature change first area and the island cabinet temperature change second area.

[0009] According to the island cabinet temperature change area, the inventory data information of each area of the island cabinet is analyzed and processed to obtain the inventory change amount of the island cabinet, which includes the inventory first change amount of the island cabinet and the inventory second change amount of the island cabinet.

[0010] Based on the database system, the inventory change amount of the island cabinet is verified and analyzed to determine the real-time state of the island cabinet, which includes the first real-time state of the island cabinet and the second real-time state of the island cabinet.

[0011] Preferably, the remote control terminal sends a data transmission instruction to the island cabinet to obtain real-time relevant data of the island cabinet, which specifically includes the following steps:

[0012] The remote control terminal sends a data transmission instruction to the island cabinet through the communication module;

[0013] The island cabinet controls the temperature sensor and the shooting device to collect data from each area of the island cabinet according to the data transmission instruction, and obtains real-time temperature data of each area of the island cabinet and inventory data information of each area of the island cabinet;

[0014] 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.

[0015] Preferably, the remote control terminal performs data analysis and processing on the real-time temperature data of each area of the island cabinet to obtain a temperature change area of the island cabinet, which specifically includes the following steps:

[0016] Based on the remote control terminal, data is extracted from the database system to obtain historical temperature data of each area of the island cabinet at the last collection time;

[0017] According to the historical temperature data of each area of the island cabinet at the last collection time and the real-time temperature data of each area of the island cabinet, a temperature difference value of each area of the island cabinet is calculated and processed;

[0018] Based on the temperature difference value of each area of the island cabinet and a set temperature threshold value, a comparison is made to obtain a temperature change area of the island cabinet.

[0019] Preferably, the comparison between the temperature difference value of each area of the island cabinet and the set temperature threshold value to obtain the temperature change area of the island cabinet specifically includes the following steps:

[0020] According to the temperature difference value of each area of the island cabinet and the set first temperature threshold value and the set second temperature threshold value, a judgment is made;

[0021] If the temperature difference value of a certain area of the island cabinet is greater than the set first temperature threshold value, the total amount of goods in the area of the island cabinet is increased, the area of the island cabinet is marked, and a first temperature change area of the island cabinet is outputted;

[0022] If the temperature difference value of a certain area of the island cabinet is less than or equal to the set first temperature threshold value, and the temperature difference value of the certain area of the island cabinet is greater than or equal to the set second temperature threshold value, the total amount of goods in the area of the island cabinet is unchanged;

[0023] If the temperature difference value of a certain area of the island cabinet is less than the set second temperature threshold value, the total amount of goods in the area of the island cabinet is decreased, the area of the island cabinet is marked, and a second temperature change area of the island cabinet is outputted.

[0024] Preferably, the island cabinet temperature change area analyzes and processes the inventory data information of each area of the island cabinet to obtain the inventory change amount of the island cabinet, specifically including the following steps:

[0025] The remote control end reads data from the database system according to the first island cabinet temperature change area to obtain the first inventory information of the island cabinet;

[0026] The remote control end extracts data from the inventory data information of each area of the island cabinet according to the first island cabinet temperature change area to obtain the first inventory to be verified information of the island cabinet;

[0027] Based on the first inventory information of the island cabinet and the first inventory to be verified information of the island cabinet, the first inventory change amount of the island cabinet is obtained by calculation and processing;

[0028] The remote control end reads data from the database system according to the second island cabinet temperature change area to obtain the second inventory information of the island cabinet;

[0029] The remote control end extracts data from the inventory data information of each area of the island cabinet according to the second island cabinet temperature change area to obtain the second inventory to be verified information of the island cabinet;

[0030] Based on the second inventory information of the island cabinet and the second inventory to be verified information of the island cabinet, the second inventory change amount of the island cabinet is obtained by calculation and processing.

[0031] Preferably, the database system verifies and analyzes the inventory change amount of the island cabinet to determine the real-time state of the island cabinet, specifically including the following steps:

[0032] Based on the remote control end, the data reading instruction is sent to the database system to obtain the inventory new storage information of the island cabinet and the inventory new taking information of the island cabinet;

[0033] Based on the remote control end, the inventory new storage information of the island cabinet and the first island cabinet temperature change area are matched to obtain the first real-time state of the island cabinet;

[0034] Based on the remote control end, the inventory new taking information of the island cabinet and the second island cabinet temperature change area are matched to obtain the second real-time state of the island cabinet.

[0035] Preferably, the remote control end matches the inventory new storage information of the island cabinet and the first island cabinet temperature change area to obtain the first real-time state of the island cabinet, specifically including the following steps:

[0036] The inventory new storage information of the island cabinet is analyzed and processed;

[0037] If the island cabinet inventory new storage information does not exist in the new storage item information, the island cabinet inventory new storage information is modified by the first inventory change of the island cabinet, and the modified island cabinet inventory new storage information is stored in the database system;

[0038] If the island cabinet inventory new storage information exists in the new storage item information;

[0039] According to the new storage item information and the first inventory change of the island cabinet, the judgment processing is performed;

[0040] If the new storage item information is greater than or less than the first inventory change of the island cabinet, the remote control end sends verification information to the staff, and the shooting device is maintained according to the verification information;

[0041] If the new storage item information is equal to the first inventory change of the island cabinet, the shooting device is normally operated.

[0042] Preferably, the island cabinet inventory new taking information and the second temperature change region of the island cabinet are matched based on the remote control end to obtain the second real-time state of the island cabinet, which specifically includes the following steps:

[0043] According to the island cabinet inventory new taking information, the analysis processing is performed;

[0044] If the island cabinet inventory new taking information does not exist in the new taking item information, the island cabinet inventory new taking information is modified by the second inventory change of the island cabinet, and the modified island cabinet inventory new taking information is stored in the database system;

[0045] If the island cabinet inventory new taking information exists in the new taking item information;

[0046] According to the new taking item information and the second inventory change of the island cabinet, the judgment processing is performed;

[0047] If the new taking item information is greater than or less than the second inventory change of the island cabinet, the remote control end sends verification information to the staff, and the shooting device is maintained according to the verification information;

[0048] If the new taking item information is equal to the second inventory change of the island cabinet, the shooting device is normally operated.

[0049] Further, an intelligent analysis management system based on an island cabinet is proposed, which is used to realize the intelligent analysis management method based on the island cabinet as described above, and includes:

[0050] The remote control end is used to control data transmission and information interaction between modules;

[0051] A database system is configured to store the island cabinet related data, including the 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 inventory addition storage information of the island cabinet, and the inventory addition taking information of the island cabinet.

[0052] A temperature sensor is configured to collect the temperature of each area of the island cabinet and obtain the real-time temperature data of each area of the island cabinet.

[0053] A shooting device is configured to collect the image of each area of the island cabinet and obtain the inventory data information of each area of the island cabinet.

[0054] A communication module is configured to realize the information interaction among the remote control terminal, the island cabinet and the database system through a communication protocol.

[0055] Preferably, the remote control terminal specifically comprises:

[0056] An image analysis unit is configured to extract the features of each inventory item in the image through a convolutional neural network algorithm, and determine the inventory data information of each area of the island cabinet according to the features of each inventory item in the image.

[0057] A main control unit is configured to control the information interaction among the units.

[0058] An instruction generation unit is configured to generate a data transmission instruction.

[0059] A data analysis unit is configured to calculate 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 collection time, obtain the temperature difference, determine the temperature change area of the island cabinet according to the temperature difference, analyze and process the inventory data information of each area of the island cabinet, and obtain the inventory change amount of the island cabinet.

[0060] A comparison and judgment module is configured to compare and judge the temperature difference of each area of the island cabinet with a set temperature threshold, and obtain the temperature change area of the island cabinet.

[0061] Compared with the prior art, the present application provides an intelligent analysis and management method and system based on an island cabinet, which has the following beneficial effects:

[0062] The application collects the temperature and image of each area of the island cabinet through the temperature sensor and the shooting device, determines the real-time temperature and inventory data of each area, and compares the inventory data with the data recorded in the database system to determine whether to store the record of new storage or new taking of the article in the database system, so as to avoid the abnormality of the shooting device, assist in confirming the new storage or new taking by analyzing the real-time temperature, ensure that the inventory data will not be abnormal, and reduce the working strength of the later article inventory. BRIEF DESCRIPTION OF DRAWINGS

[0063] Figure 1 A flowchart of steps S100-S400 in the intelligent analysis management method based on the island cabinet is provided for the application;

[0064] Figure 2 A flowchart of steps S101-S103 in the intelligent analysis management method based on the island cabinet is provided for the application;

[0065] Figure 3 A flowchart of steps S201-S203 in the intelligent analysis management method based on the island cabinet is provided for the application;

[0066] Figure 4 A flowchart of steps S2031-S2034 in the intelligent analysis management method based on the island cabinet is provided for the application;

[0067] Figure 5 A flowchart of steps S301-S306 in the intelligent analysis management method based on the island cabinet is provided for the application;

[0068] Figure 6 A flowchart of steps S401-S403 in the intelligent analysis management method based on the island cabinet is provided for the application;

[0069] Figure 7 A flowchart of steps S4021-S4026 in the intelligent analysis management method based on the island cabinet is provided for the application;

[0070] Figure 8 A flowchart of steps S4031-S4036 in the intelligent analysis management method based on the island cabinet is provided for the application;

[0071] Figure 9 A structural block diagram of the intelligent analysis management system based on the island cabinet is provided for the application. DETAILED DESCRIPTION

[0072] The following description is used to disclose the present application to enable a person skilled in the art to implement the present application. The preferred embodiments in the following description are only as examples, and other obvious modifications can be conceived by those skilled in the art.

[0073] Referring to Figure 1 As shown in the figure, an intelligent analysis management method based on an island cabinet includes:

[0074] S100, based on a remote control terminal, data transmission instructions are sent to the island cabinet to obtain real-time related data of the island cabinet; the real-time related 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;

[0075] S200, 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 island cabinet temperature change area, and the island cabinet temperature change area includes the island cabinet temperature change first area and the island cabinet temperature change second area;

[0076] S300, according to the island cabinet temperature change area, the inventory data information of each area of the island cabinet is analyzed and processed to obtain the inventory change amount of the island cabinet, and the inventory change amount of the island cabinet includes the inventory first change amount of the island cabinet and the inventory second change amount of the island cabinet;

[0077] S400, based on the database system, the inventory change amount of the island cabinet is verified and analyzed to determine the real-time state of the island cabinet, and the real-time state of the island cabinet includes the first real-time state of the island cabinet and the second real-time state of the island cabinet;

[0078] Those skilled in the art can understand that some articles need to be stored at a certain temperature, and the addition of temperature regulation function to the island cabinet can complete the storage of the articles. When the articles are stored in the island cabinet, they will occupy a certain space of the island cabinet. Therefore, when the articles are taken or stored, the storage space of the island cabinet will increase or decrease. When the articles are taken, the storage space of the island cabinet increases, and 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 rise or fall. Therefore, by monitoring the temperature change through the temperature sensor to determine whether the articles are taken, similarly, when the articles are stored, the used storage space of the island cabinet will decrease, and the air molecules in the area will be squeezed to other areas, causing the temperature of the other areas to increase or decrease. Therefore, the local temperature analysis is introduced to avoid the failure of the shooting device when it cannot be determined whether the articles are stored or taken from the island cabinet. If the taking or storing of the articles is forgotten, it will increase the workload of the later article inventory, and avoid the abnormality of the inventory data;

[0079] In this embodiment, the remote control end 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 end, the island cabinet sends a data collection instruction to the shooting device and the temperature sensor installed in each area of the island cabinet. The shooting device photographs the items in each area of the island cabinet to obtain the image of the inventory data of each area of the island cabinet. 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 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 end through the communication protocol (TCP / IP protocol). The remote control end takes the characteristics of the inventory items as a reference and analyzes 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 items are taken out or stored in the island cabinet, the user forgets to record, 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 may malfunction during long-term use, 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 the island cabinet has taken or stored items. Therefore, the remote control end extracts the historical temperature data of each area of the island cabinet at the last collection time and the temperature data collected by the temperature sensor from the database system through the communication protocol to calculate the temperature difference by difference. The temperature difference is compared and analyzed to determine whether the island cabinet has stored items or taken items. When items are taken out or stored in the island cabinet, the use space inside the island cabinet increases or decreases. When the use space increases, energy-containing air molecules move to the extra use space of the island cabinet, causing the local temperature of the area of the island cabinet to decrease. When the use space decreases, the energy-containing air molecules in the reduced use space are squeezed into other areas, causing the local temperature of the area of the island cabinet to increase. Therefore, the shooting device and the temperature sensor are used to monitor the island cabinet twice to avoid the situation that the user forgets to record when items are taken out or stored, resulting in abnormal inventory data.

[0080] Referring to Figure 2 As shown, based on the remote control end, the island cabinet is sent a data transmission instruction to obtain real-time related data of the island cabinet, which specifically includes the following steps:

[0081] S101, the remote control end sends a data transmission instruction to the island cabinet through a communication module;

[0082] S102, the island cabinet controls the temperature sensor and the shooting device to collect data in each area of the island cabinet according to the data transmission instruction to obtain real-time temperature data of each area of the island cabinet and inventory data information of each area of the island cabinet;

[0083] S103, the island cabinet sends the real-time temperature data of each region of the island cabinet and the inventory data information of each region of the island cabinet to the remote control terminal through the communication module;

[0084] In this embodiment, the temperature sensor and the shooting device are used to collect data of each region of the island cabinet, so that when the shooting device is damaged, the taking or storing of the goods in the island cabinet is recorded, and the abnormality of the inventory data is avoided. Therefore, the image collection is assisted and confirmed through temperature analysis, and the accuracy of the inventory data is further improved.

[0085] Referring to Figure 3 As shown, based on the remote control terminal, the real-time temperature data of each region of the island cabinet is analyzed and processed to obtain the island cabinet temperature change region, which includes the following steps:

[0086] S201, based on the remote control terminal, data extraction is performed on the database system to obtain the historical temperature data of each region of the island cabinet at the last collection time;

[0087] S202, the historical temperature data of each region of the island cabinet at the last collection time and the real-time temperature data of each region of the island cabinet are calculated and processed to obtain the temperature difference of each region of the island cabinet;

[0088] S203, the temperature difference of each region of the island cabinet is compared with the set temperature threshold to obtain the island cabinet temperature change region.

[0089] Referring to Figure 4 As shown, based on the temperature difference of each region of the island cabinet and the set temperature threshold, the island cabinet temperature change region is obtained by comparison and judgment, which includes the following steps:

[0090] S2031, the temperature difference of each region of the island cabinet is compared with the set first temperature threshold and the set second temperature threshold;

[0091] S2032, if the temperature difference of a certain region of the island cabinet is greater than the set first temperature threshold, the goods in the region of the island cabinet are placed, the total amount of the goods in the region of the island cabinet is increased, the region of the island cabinet is marked, and the first island cabinet temperature change region is output;

[0092] S2033, if the temperature difference of a certain region of the island cabinet is less than or equal to the set first temperature threshold, and the temperature difference of a certain region of the island cabinet is greater than or equal to the set second temperature threshold, the total amount of the goods in the region of the island cabinet is unchanged;

[0093] S2034, if the temperature difference of a certain region of the island cabinet is less than the set second temperature threshold, the goods in the region of the island cabinet are taken away, the total amount of the goods in the region of the island cabinet is reduced, the region of the island cabinet is marked, and the second island cabinet temperature change region is output;

[0094] In this embodiment, since the island cabinet adds the temperature regulation function, when storing or taking out the goods in the island cabinet, the storage use space of the island cabinet increases or decreases, and since the island cabinet adds the temperature regulation function, the air molecules in the island cabinet have energy, so that the increase or decrease of the storage use space of the island cabinet causes the temperature of the local area of the island cabinet to fluctuate, and when the temperature difference value changes by more than the set temperature threshold value, it indicates that the goods are stored or taken out in the island cabinet, and the temperature analysis is adopted to avoid the abnormality of the shooting device and the fact that the storage or taking out of the goods is not recorded, so as to cause the work intensity of the later inventory checking to increase.

[0095] Referring to Figure 5 As shown in the figure, the inventory change quantity of the island cabinet is analyzed and processed according to the inventory data information of each area of the island cabinet according to the island cabinet temperature change area, and the inventory change quantity of the island cabinet is specifically obtained by the following steps:

[0096] S301, the remote control end reads data from the database system according to the first area of the island cabinet temperature change, and obtains the first inventory information of the island cabinet;

[0097] S302, the remote control end 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;

[0098] S303, the first inventory information of the island cabinet and the first inventory to be verified information of the island cabinet are calculated and processed to obtain the first change quantity of the inventory of the island cabinet;

[0099] S304, the remote control end reads data from the database system according to the second area of the island cabinet temperature change, and obtains the second inventory information of the island cabinet;

[0100] S305, the remote control end 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;

[0101] S306, the second inventory information of the island cabinet and the second inventory to be verified information of the island cabinet are calculated and processed to obtain the second change quantity of the inventory of the island cabinet.

[0102] Referring to Figure 6 As shown in the figure, based on the database system, the inventory change quantity of the island cabinet is verified and analyzed to determine the real-time state of the island cabinet, which specifically includes the following steps:

[0103] S401, based on the remote control end, a data reading instruction is sent to the database system to obtain the inventory newly stored information of the island cabinet and the inventory newly taken information of the island cabinet;

[0104] S402, based on the remote control terminal, the island cabinet inventory information matching of the first region of the island cabinet temperature change and the island cabinet inventory information matching of the second region of the island cabinet temperature change are carried out, and the first real-time state of the island cabinet is obtained.

[0105] S403, based on the remote control terminal, the island cabinet inventory information matching of the first region of the island cabinet temperature change and the island cabinet inventory information matching of the second region of the island cabinet temperature change are carried out, and the first real-time state of the island cabinet is obtained.

[0106] Referring to Figure 7 Based on the remote control terminal, the island cabinet inventory information matching of the first region of the island cabinet temperature change and the island cabinet inventory information matching of the second region of the island cabinet temperature change are carried out, and the first real-time state of the island cabinet is obtained. The specific steps include the following steps:

[0107] S4021, the island cabinet inventory information is analyzed and processed;

[0108] S4022, if the island cabinet inventory information does not exist in the island cabinet inventory information, the island cabinet inventory information is modified by the first change of the island cabinet inventory, and the modified island cabinet inventory information is stored in the database system;

[0109] S4023, if the island cabinet inventory information exists in the island cabinet inventory information;

[0110] S4024, the island cabinet inventory information is analyzed and processed according to the island cabinet inventory information;

[0111] S4025, if the island cabinet inventory information is greater than or less than the island cabinet inventory information, the remote control terminal sends verification information to the staff, and the shooting device is maintained according to the verification information;

[0112] S4026, if the island cabinet inventory information is equal to the island cabinet inventory information, the shooting device is normal.

[0113] Referring to Figure 8 Based on the remote control terminal, the island cabinet inventory information matching of the first region of the island cabinet temperature change and the island cabinet inventory information matching of the second region of the island cabinet temperature change are carried out, and the first real-time state of the island cabinet is obtained. The specific steps include the following steps:

[0114] S4031, the island cabinet inventory information is analyzed and processed according to the island cabinet inventory information;

[0115] S4032, if the island cabinet inventory information does not exist in the island cabinet inventory information, the island cabinet inventory information is modified by the second change of the island cabinet inventory, and the modified island cabinet inventory information is stored in the database system;

[0116] S4033, if the island cabinet inventory information exists in the island cabinet inventory information;

[0117] S4034, judging according to the newly added taking article information and the second change of the inventory of the island cabinet;

[0118] S4035, if the newly added taking article information is greater than or less than the second change of the inventory of the island cabinet, the remote control end sends verification information to the staff, and the shooting device is maintained according to the verification information;

[0119] S4036, if the newly added taking article information is equal to the second change of the inventory of the island cabinet, the shooting device is normal;

[0120] The skilled in the art can understand that when taking or storing articles in the island cabinet, no record will cause the data stored in the database system to be abnormal, therefore, by analyzing the newly added storage information of the inventory of the island cabinet and the newly added taking information of the inventory of the island cabinet in the database system, it is determined whether the taking or storing articles is recorded, if not, the newly added storage information of the inventory of the island cabinet and the newly added taking information of the inventory of the island cabinet in the database system are modified according to the first change of the inventory of the island cabinet and the second change of the inventory of the island cabinet, avoiding abnormal inventory data, and when the newly added storage information of the inventory of the island cabinet and the newly added taking information of the inventory of the island cabinet are inconsistent with the first change of the inventory and the second change of the inventory, on-site inventory by maintenance personnel is needed, and the shooting device is maintained.

[0121] Referring to Figure 9 Fig. 1, an intelligent analysis and management system based on an island cabinet is used to realize an intelligent analysis and management method based on an island cabinet as described above, comprising:

[0122] A remote control end is used to control data transmission and information interaction between modules;

[0123] A database system is used to store related data of the island cabinet, and the related data of the island cabinet includes historical temperature data of each area of the island cabinet at the last collection time, first inventory information of the island cabinet, second inventory information of the island cabinet, newly added storage information of the inventory of the island cabinet, and newly added taking information of the inventory of the island cabinet;

[0124] A temperature sensor is used to collect temperature of each area of the island cabinet, and obtain real-time temperature data of each area of the island cabinet;

[0125] A shooting device is used to collect graphics of each area of the island cabinet, and obtain inventory data information of each area of the island cabinet;

[0126] A communication module is used to realize information interaction between the remote control end, the island cabinet, and the database system through a communication protocol;

[0127] The remote control end is internally integrated with:

[0128] An image analysis unit, which extracts features of images collected by the shooting device through a convolutional neural network algorithm, determines features of each inventory item in the images, and determines inventory data information of each region of the island cabinet according to the features of each inventory item in the images;

[0129] A main control unit, which is configured to control information interaction between units;

[0130] An instruction generation unit, which is configured to generate data transmission instructions;

[0131] A data analysis unit, which is configured to calculate the difference between real-time temperature data of each region of the island cabinet and historical temperature data of each region of the island cabinet at the last collection time, obtain a temperature difference value, and determine a temperature change region of the island cabinet according to the temperature difference, and analyze the inventory data information of each region of the island cabinet to obtain an inventory change amount of the island cabinet;

[0132] A comparison and judgment module, which is configured to compare and judge the temperature difference value of each region of the island cabinet with a set temperature threshold to obtain the temperature change region of the island cabinet;

[0133] In this embodiment, the main control unit controls the instruction generation unit to generate data transmission instructions, and sends the data transmission instructions to the island cabinet through a communication protocol (TCP / IP protocol). After the island cabinet receives the data transmission instructions, the island cabinet controls the shooting device and the temperature sensor in each region 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 again through the communication protocol (TCP / IP protocol). The image analysis unit takes the features of the inventory items as a reference, extracts features of the collected images through a convolutional neural network algorithm, counts the number of features collected, determines the number of inventory items according to the count, and the data analysis unit calculates the temperature difference value from the collected temperature data and the historical temperature data of each region of the island cabinet at the last collection time, and sends the temperature difference value to the comparison and judgment unit for analysis. The comparison and judgment unit compares and judges the temperature difference value and the set temperature threshold to determine the temperature change region of the island cabinet. Finally, the data analysis unit corrects the inventory data in the database system according to the number of inventory items obtained by the image and the temperature change region, so that the inventory data will not be abnormal.

[0134] The above shows and describes the basic principles, main features and advantages of the present application. Those skilled in the art should understand that the present application is not limited to the above-mentioned embodiments, and the above-mentioned embodiments and descriptions in the specification are only the principles of the present application. Various changes and improvements can be made without departing from the spirit and scope of the present application, and these changes and improvements all fall within the scope of the claimed present application. The scope of protection of the present application is defined by the appended claims and their equivalents.

Claims

1. An island cabinet-based intelligent analysis management method, characterized in that, The application relates to an island cabinet real-time state monitoring method and device. Based on the remote control terminal, data transmission instructions are sent to the island cabinet to obtain real-time related data of the island cabinet; the real-time related data of the island cabinet comprises real-time temperature data of each region of the island cabinet and inventory data information of each region of the island cabinet; Based on the remote control terminal, real-time temperature data of each region of the island cabinet is analyzed and processed to obtain an island cabinet temperature change region, wherein the island cabinet temperature change region comprises an island cabinet temperature change first region and an island cabinet temperature change second region; According to the island cabinet temperature change region, inventory data information of each region of the island cabinet is analyzed and processed to obtain an island cabinet inventory change amount, wherein the island cabinet inventory change amount comprises an island cabinet inventory first change amount and an island cabinet inventory second change amount; Based on a database system, the island cabinet inventory change amount is verified and analyzed to determine a real-time state of the island cabinet, wherein the real-time state of the island cabinet comprises a first real-time state of the island cabinet and a second real-time state of the island cabinet; Based on the remote control terminal, data analysis and processing are performed on the real-time temperature data of each region of the island cabinet to obtain the island cabinet temperature change region, and the method specifically comprises the following steps: Based on the remote control terminal, data extraction is performed on the database system to obtain historical temperature data of each region of the island cabinet at a previous collection time; According to the historical temperature data of each region of the island cabinet at the previous collection time and the real-time temperature data of each region of the island cabinet, calculation and processing are performed to obtain temperature difference values of each region of the island cabinet; Based on the temperature difference values of each region of the island cabinet and a set temperature threshold value, comparison and judgment are performed to obtain the island cabinet temperature change region; The comparison and judgment of the temperature difference values of each region of the island cabinet and the set temperature threshold value to obtain the island cabinet temperature change region specifically comprises the following steps: The temperature difference values of each region of the island cabinet and the set first temperature threshold value and the set second temperature threshold value are judged; If the temperature difference value of a certain region of the island cabinet is greater than the set first temperature threshold value, the region of the island cabinet is placed with articles, the total amount of articles in the region of the island cabinet is increased, the region of the island cabinet is marked, and the island cabinet temperature change first region is outputted; If the temperature difference value of a certain region of the island cabinet is less than or equal to the set first temperature threshold value and greater than or equal to the set second temperature threshold value, the total amount of articles in the region of the island cabinet is unchanged; If the temperature difference value of a certain region of the island cabinet is less than the set second temperature threshold value, the region of the island cabinet is taken away with articles, the total amount of articles in the region of the island cabinet is decreased, the region of the island cabinet is marked, and the island cabinet temperature change second region is outputted.

2. The island cabinet-based intelligent analysis management method of claim 1, wherein, Based on the remote control terminal, data transmission instructions are sent to the island cabinet to obtain real-time related data of the island cabinet, and the method specifically comprises the following steps: The remote control terminal sends data transmission instructions to the island cabinet through a communication module; The island cabinet controls a temperature sensor and a shooting device to collect data of each region of the island cabinet according to the data transmission instructions to obtain real-time temperature data of each region of the island cabinet and inventory data information of each region of the island cabinet; The island cabinet sends the real-time temperature data of each region of the island cabinet and the inventory data information of each region of the island cabinet to the remote control terminal through the communication module.

3. The method of claim 1, wherein, The analysis and processing of the inventory data information of each region of the island cabinet according to the island cabinet temperature change region to obtain the island cabinet inventory change amount specifically comprises the following steps: The remote control end reads data from the database system according to the first area of the island cabinet temperature change, and obtains the first inventory information of the island cabinet; The remote control end 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; Based on the first inventory information of the island cabinet and the first inventory to be verified information of the island cabinet, the first inventory change of the island cabinet is obtained by calculation and processing; The remote control end reads data from the database system according to the second area of the island cabinet temperature change, and obtains the second inventory information of the island cabinet; The remote control end 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; Based on the second inventory information of the island cabinet and the second inventory to be verified information of the island cabinet, the second inventory change of the island cabinet is obtained by calculation and processing.

4. The island cabinet-based intelligent analysis management method of claim 1, wherein, The database system verifies and analyzes the inventory change of the island cabinet to determine the real-time state of the island cabinet, which specifically includes the following steps: Based on the remote control end, a data reading instruction is sent to the database system to obtain the inventory new storage information of the island cabinet and the inventory new taking information of the island cabinet; Based on the remote control end, the inventory new storage information of the island cabinet and the first area of the island cabinet temperature change are matched to obtain the first real-time state of the island cabinet; Based on the remote control end, the inventory new taking information of the island cabinet and the second area of the island cabinet temperature change are matched to obtain the second real-time state of the island cabinet.

5. The island cabinet-based intelligent analysis management method of claim 4, wherein, The remote control end matches the inventory new storage information of the island cabinet and the first area of the island cabinet temperature change to obtain the first real-time state of the island cabinet, which specifically includes the following steps: The inventory new storage information of the island cabinet is analyzed and processed; If there is no new storage item information in the inventory new storage information of the island cabinet, the inventory new storage information of the island cabinet is modified by the first inventory change of the island cabinet, and the modified inventory new storage information of the island cabinet is stored in the database system; If there is new storage item information in the inventory new storage information of the island cabinet; The new storage item information and the first inventory change of the island cabinet are judged and processed; If the new storage item information is greater than or less than the first inventory change of the island cabinet, the remote control end sends verification information to the staff, and the shooting device is maintained according to the verification information; If the new storage item information is equal to the first inventory change of the island cabinet, the shooting device is in normal operation.

6. The island cabinet-based intelligent analysis management method of claim 4, wherein, The remote control end matches the inventory new taking information of the island cabinet and the second area of the island cabinet temperature change to obtain the second real-time state of the island cabinet, which specifically includes the following steps: The inventory new taking information of the island cabinet is analyzed and processed; If there is no new taking item information in the inventory new taking information of the island cabinet, the inventory new taking information of the island cabinet is modified by the second inventory change of the island cabinet, and the modified inventory new taking information of the island cabinet is stored in the database system; If there is new taking item information in the inventory new taking information of the island cabinet; The new taking item information and the second inventory change of the island cabinet are judged and processed; If the newly added taking article information is greater than or less than the second change amount of the inventory of the island cabinet, the remote control end sends verification information to the staff, and the verification information is used for maintaining the shooting device; If the newly added taking article information is equal to the second change amount of the inventory of the island cabinet, the shooting device is normally operated.

7. An island cabinet-based intelligent analysis management system for implementing an island cabinet-based intelligent analysis management method according to any one of claims 1-6, characterized in that, Comprise: A remote control end for controlling data transmission and information interaction between modules; A database system for storing related data of the island cabinet, wherein the related data of the island cabinet comprises historical temperature data of each region of the island cabinet at the last collection time, first inventory information of the island cabinet, second inventory information of the island cabinet, newly added storage information of the inventory of the island cabinet, and newly added taking information of the inventory of the island cabinet; A temperature sensor for collecting temperature of each region of the island cabinet and obtaining real-time temperature data of each region of the island cabinet; A shooting device for collecting images of each region of the island cabinet and obtaining inventory data information of each region of the island cabinet; A communication module for realizing information interaction between the remote control end, the island cabinet and the database system through a communication protocol.

8. The island cabinet-based intelligent analysis management system of claim 7, wherein, The remote control end specifically comprises: An image analysis unit for extracting features of each inventory article in the image by a convolutional neural network algorithm, and determining the inventory data information of each region of the island cabinet according to the features of each inventory article in the image; A main control unit for controlling information interaction between units; An instruction generation unit for generating data transmission instructions; A data analysis unit for calculating the difference between the real-time temperature data of each region of the island cabinet and the historical temperature data of each region of the island cabinet at the last collection time, obtaining a temperature difference value, determining a temperature change region of the island cabinet according to the temperature difference, and analyzing and processing the inventory data information of each region of the island cabinet to obtain the inventory change amount of the island cabinet; A comparison and judgment module for comparing and judging the temperature difference value of each region of the island cabinet with a set temperature threshold to obtain the temperature change region of the island cabinet.

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