Data acquisition system and method of intelligent reagent cabinet

Abstract

The invention discloses a data acquisition system and method for an intelligent reagent cabinet, and relates to the technical field of monitoring analysis, and the system comprises a data acquisition module which is used for collecting corresponding reagent data and environment data in a target reagent cabinet, and the reagent data comprises the number of reagents, and the type data and position data corresponding to each reagent; the environment data comprises temperature data, humidity data and VOC concentration data; the data processing module is used for analyzing and processing the corresponding reagent data and environment data in the target reagent cabinet to confirm an environment influence coefficient corresponding to the target reagent cabinet, performing safety analysis on the target reagent cabinet based on an analysis and processing result, and further formulating an early warning management strategy based on a safety analysis result; and the early warning module is used for responding to the early warning management strategy and outputting notification information to a manager. The reagent cabinet has the effect of improving the safety of the reagent cabinet.

Description

Technical Field

[0001] The present application relates to the field of monitoring and analysis technology, and in particular to a data acquisition system and method for an intelligent reagent cabinet. Background Art

[0002] The intelligent reagent cabinet is a modern storage solution that integrates advanced sensing technology and IoT functions, designed for chemical reagent management in laboratories and industrial environments. The intelligent reagent cabinet monitors the environmental conditions in the cabinet in real time through built-in temperature, humidity and VOC sensors to ensure that the reagents are stored in the best condition. The intelligent reagent cabinet also has a remote monitoring function, allowing users to view data in real time through the network platform and receive abnormal alerts to ensure security and compliance. In addition, the user identity module can control access rights to prevent unauthorized personnel from operating, thereby improving the safety management level of reagents.

[0003] In the related technology, the intelligent reagent cabinet does not analyze the collected data, so the safety and effectiveness of the reagents may be affected by environmental factors such as temperature, humidity and volatile organic compound (VOC) concentration. In addition, the reagents in the reagent cabinet may be at risk of cross-contamination due to improper storage location, which effectively reduces the safety of reagent storage. There is room for improvement. Summary of the invention

[0004] In view of the deficiencies in the prior art, the present application provides a data acquisition system and method for an intelligent reagent cabinet.

[0005] In a first aspect, the present application provides a data acquisition system for an intelligent reagent cabinet, comprising: A data acquisition module is used to collect the corresponding reagent data and environmental data in the target reagent cabinet; A data processing module is used to analyze and process the reagent data and environmental data corresponding to the target reagent cabinet, and to perform safety analysis on the target reagent cabinet based on the results of the analysis and processing, and then formulate an early warning management strategy based on the results of the safety analysis; The early warning module is used to respond to the early warning management strategy and output notification information to the management personnel.

[0006] Preferably, the reagent data corresponding to the target reagent cabinet includes the reagent quantity, type data and location data corresponding to each reagent, and the environmental data corresponding to the target reagent cabinet includes temperature data, humidity data and VOC concentration data.

[0007] Preferably, the reagent data and environmental data corresponding to the target reagent cabinet are analyzed and processed, specifically including: Divide the target reagent cabinet into multiple isolation layers, and each isolation layer is evenly provided with multiple independent storage units, collect environmental data corresponding to each isolation layer, and extract temperature data and humidity data corresponding to each isolation layer from the environmental data; By formula , confirm the first environmental impact coefficient corresponding to the target reagent cabinet ,in, Indicates the number corresponding to each isolation layer in the target reagent cabinet. , Expressed as the total number of isolation layers, They are respectively represented as predefined temperature influence function and humidity influence function, Respectively expressed as The temperature and humidity values ​​corresponding to each isolation layer are: Respectively expressed as The preset standard temperature value and preset standard humidity value corresponding to each isolation layer are They are respectively represented as preset correction coefficients; Obtain the VOC concentration data corresponding to each isolation layer in the target reagent cabinet, and extract the preset maximum allowable VOC concentration of each isolation layer from the cloud database and the minimum allowable VOC concentration ; By formula , confirm the second environmental impact coefficient corresponding to the target reagent cabinet ,in, Expressed as VOC concentration corresponding to each isolation layer; The first environmental impact coefficient corresponding to the target reagent cabinet The second environmental impact coefficient corresponding to the target reagent cabinet Substitute into the formula , calculate the environmental impact coefficient corresponding to the target reagent cabinet ,in, They are respectively expressed as the weight coefficients corresponding to the first environmental impact coefficient and the second environmental impact coefficient.

[0008] Preferably, the reagent data and environmental data corresponding to the target reagent cabinet are analyzed and processed, specifically including: Obtain the reagent data corresponding to the target reagent cabinet, combine the reagents in the target reagent cabinet according to a preset method, eliminate duplicate combinations, and then confirm the combinations of reagents; Obtaining volatility coefficients, reactivity coefficients and spacings between reagents in each reagent combination, and determining isolation effectiveness coefficients between reagents in each reagent combination; By formula , confirm the cross infection risk coefficient corresponding to each reagent combination in the target reagent cabinet ,in, It is represented by the number corresponding to each reagent combination. , Respectively indicated as number The volatility coefficient, reactivity coefficient, and spacing between reagents in the reagent combination, Indicated as number The isolation effectiveness coefficient between reagents in the reagent combination.

[0009] Preferably, a safety analysis is performed on the target reagent cabinet based on the results of the analysis and processing, and then an early warning management strategy is formulated based on the results of the safety analysis, specifically including:

[0010] The above formula is used to calculate the comprehensive risk coefficient corresponding to each reagent combination in the target reagent cabinet ,in, Expressed as a preset correction factor; The comprehensive risk factor corresponding to each reagent combination in the target reagent cabinet Compared with the preset risk threshold Make a comparison; Obtaining the number of first reagent combinations whose comprehensive risk coefficients of the reagent combinations in the target reagent cabinet exceed a preset risk threshold, performing a ratio operation on the first reagent combination number and the total number of reagent combinations, thereby determining a first ratio, and comparing the first ratio with a preset ratio threshold; If the first ratio is lower than a preset ratio threshold, adjusting the reagent combination whose comprehensive risk coefficient exceeds the preset risk threshold based on the first adjustment measure; If the first ratio exceeds a preset ratio threshold, the reagent position in the target reagent cabinet is adjusted based on a second adjustment measure.

[0011] Preferably, after obtaining the comprehensive risk coefficient corresponding to each reagent combination in the target reagent cabinet, the method further includes: In the selected time window, the real-time comprehensive risk coefficients corresponding to each reagent combination in the target reagent cabinet are collected, and the real-time comprehensive risk coefficients corresponding to each reagent combination in the target reagent cabinet are averaged, and then the average risk coefficient corresponding to the target reagent cabinet is confirmed to form a time series, and the average risk coefficient corresponding to the target reagent cabinet is calculated according to the time series using the function express; By formula , confirm the risk change coefficient corresponding to the target reagent cabinet ,in, Represented as a preset risk threshold, Represented as a selected time window; The risk change coefficient corresponding to the target reagent cabinet Compared with the preset risk change threshold Make a comparison; If the risk change coefficient corresponding to the target reagent cabinet , it is determined that the risk value corresponding to the target reagent cabinet has increased, and a notification message is output to the manager of the target reagent cabinet.

[0012] Preferably, it also includes a user identification module, which is used to record and manage the usage of each reagent in the target reagent cabinet; The user identification module uses biometric technology to identify personnel accessing the target reagent cabinet to ensure that authorized personnel can access the target reagent cabinet, and uses RFID technology to record the use and return of each reagent and generate a reagent usage log.

[0013] In a second aspect, the present application provides a data collection method for an intelligent reagent cabinet, comprising the following steps: Collect the corresponding reagent data and environmental data in the target reagent cabinet; Analyze and process the reagent data and environmental data corresponding to the target reagent cabinet, and conduct safety analysis on the target reagent cabinet based on the results of the analysis and processing, and then formulate an early warning management strategy based on the results of the safety analysis; Respond to the early warning management strategy and output notification information to the management personnel.

[0014] In a third aspect, the present application provides a computer-readable storage medium storing instructions, which, when executed on a computer, enables the computer to execute a data acquisition system for an intelligent reagent cabinet as described above.

[0015] In summary, the present application includes at least one of the following beneficial technical effects: 1. The present application provides a data collection system for an intelligent reagent cabinet, which collects and analyzes the reagent data and environmental data corresponding to the target reagent cabinet, thereby confirming the environmental impact coefficient corresponding to the target reagent cabinet and the cross-infection risk coefficient corresponding to each reagent combination in the target reagent cabinet, and then confirming the comprehensive risk coefficient corresponding to each reagent combination in the target reagent cabinet, and adjusting each reagent combination based on the comprehensive risk coefficient, thereby effectively analyzing the collected data, thereby effectively reducing the risk of cross-contamination of reagents in the reagent cabinet due to improper storage position, thereby effectively improving the safety of reagent storage; 2. By confirming the corresponding reagent combinations in the target reagent cabinet, and obtaining the volatility coefficient, reactivity coefficient, spacing and isolation effectiveness coefficient corresponding to each reagent combination, and then effectively analyzing the obtained volatility coefficient, reactivity coefficient, spacing and isolation effectiveness coefficient, the cross-infection risk coefficient corresponding to each reagent combination in the target reagent cabinet is confirmed, and the storage position of each reagent is adjusted based on the cross-infection risk coefficient, thereby effectively improving the safety of reagent storage. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings required for describing the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0017] Figure 1 It is a system schematic diagram of data collection of the intelligent reagent cabinet in the embodiment of the present application.

[0018] Figure 2 It is a flow chart of the method for data collection of the intelligent reagent cabinet in the embodiment of the present application. DETAILED DESCRIPTION

[0019] The following is combined with Figure 1-2 This application is described in further detail.

[0020] Example 1 The embodiment of the present application discloses a data acquisition system for an intelligent reagent cabinet.

[0021] Reference Figure 1 , a data acquisition system for an intelligent reagent cabinet, comprising: A data acquisition module is used to collect the corresponding reagent data and environmental data in the target reagent cabinet; A data processing module is used to analyze and process the reagent data and environmental data corresponding to the target reagent cabinet, and to perform safety analysis on the target reagent cabinet based on the results of the analysis and processing, and then formulate an early warning management strategy based on the results of the safety analysis; The early warning module is used to respond to the early warning management strategy and output notification information to the management personnel.

[0022] Specifically, in an embodiment of the present application, data can be collected through the device end (target reagent cabinet), and the collected data can be input to the control end through the middleware server. The control end processes the data and outputs control instructions to the device end through the middleware server based on the processed results, thereby performing a rationality analysis of the safety of the target reagent cabinet.

[0023] Furthermore, the reagent data corresponding to the target reagent cabinet includes the reagent quantity, type data and location data corresponding to each reagent, and the environmental data corresponding to the target reagent cabinet includes temperature data, humidity data and VOC concentration data.

[0024] It should be noted that the analysis and processing of the reagent data and environmental data corresponding to the target reagent cabinet specifically includes: Divide the target reagent cabinet into multiple isolation layers, and each isolation layer is evenly provided with multiple independent storage units, collect environmental data corresponding to each isolation layer, and extract temperature data and humidity data corresponding to each isolation layer from the environmental data; By formula , confirm the first environmental impact coefficient corresponding to the target reagent cabinet ,in, Indicates the number corresponding to each isolation layer in the target reagent cabinet. , Expressed as the total number of isolation layers, They are respectively represented as predefined temperature influence function and humidity influence function, Respectively expressed as The temperature and humidity values ​​corresponding to each isolation layer are: Respectively expressed as The preset standard temperature value and preset standard humidity value corresponding to each isolation layer are They are respectively represented as preset correction coefficients; Obtain the VOC concentration data corresponding to each isolation layer in the target reagent cabinet, and extract the preset maximum allowable VOC concentration of each isolation layer from the cloud database and the minimum allowable VOC concentration ; By formula , confirm the second environmental impact coefficient corresponding to the target reagent cabinet ,in, Expressed as VOC concentration corresponding to each isolation layer; The first environmental impact coefficient corresponding to the target reagent cabinet The second environmental impact coefficient corresponding to the target reagent cabinet Substitute into the formula , calculate the environmental impact coefficient corresponding to the target reagent cabinet ,in, They are respectively expressed as the weight coefficients corresponding to the first environmental impact coefficient and the second environmental impact coefficient.

[0025] Specifically, in the embodiment of the present application, when the target reagent cabinet is divided into multiple isolation layers, the environmental impact coefficient of each layer is usually not exactly the same, because each isolation layer may be affected by different environmental factors, and the temperature gradient may cause the temperature at the top and bottom of the cabinet to be different, affecting the stability of the chemicals. The difference in humidity at different levels may also affect the storage conditions of certain reagents, especially reagents that are sensitive to moisture. In addition, the distribution of airflow may be uneven, resulting in better ventilation in some layers, thereby affecting the concentration of volatile organic compounds (VOCs). In order to ensure the safety and stability of the reagents, sensors are installed in each isolation layer to monitor and adjust the environmental conditions in real time, which helps to optimize the reagent storage conditions, reduce the risk of cross-contamination, and improve the overall safety and efficiency of the laboratory.

[0026] Specifically, confirming the environmental impact factor through temperature, humidity and VOC concentration data helps to comprehensively evaluate the storage conditions in the target reagent cabinet, thereby optimizing the safety management and performance stability of reagents. The above data provides real-time monitoring of environmental conditions, allowing laboratory managers to quickly identify and adjust adverse factors. For example, temperature data can reveal potential heat sources or cold spots, helping to prevent reagent degradation due to temperature fluctuations. Humidity data is particularly important for chemicals that are sensitive to moisture, ensuring that they are not affected by moisture or excessive dryness. VOC concentration data can detect the accumulation of volatile organic compounds to prevent pollution and potential health risks. Combining the above data, the environmental impact factor can quantify the specific conditions of each layer and provide a scientific basis for the reasonable layout and isolation of reagents, which not only improves the storage efficiency of reagents, but also reduces the risk of cross-contamination and reaction, ensuring the accuracy and reliability of experimental results.

[0027] It should be noted that the analysis and processing of the reagent data and environmental data corresponding to the target reagent cabinet also includes: Obtain the reagent data corresponding to the target reagent cabinet, combine the reagents in the target reagent cabinet according to a preset method, eliminate duplicate combinations, and then confirm the combinations of reagents; Obtaining volatility coefficients, reactivity coefficients and spacings between reagents in each reagent combination, and determining isolation effectiveness coefficients between reagents in each reagent combination; By formula , confirm the cross infection risk coefficient corresponding to each reagent combination in the target reagent cabinet ,in, It is represented by the number corresponding to each reagent combination. , Respectively indicated as number The volatility coefficient, reactivity coefficient, and spacing between reagents in the reagent combination, Indicated as number The isolation effectiveness coefficient between reagents in the reagent combination.

[0028] Exemplarily, if there are two reagents A and B in the first isolation layer of the target reagent cabinet, and there are three reagents J, K, and L in the second isolation layer, the reagents in the target reagent cabinet are combined into ten reagent combinations of AB, AJ, AK, AL, BJ, BK, BL, JK, JL, and KL in a preset manner, and the volatility coefficient, reactivity coefficient, and spacing corresponding to each reagent combination are obtained respectively. In the embodiment of the present application, the volatility coefficient corresponding to the reagent combination can be confirmed according to the vapor pressure index corresponding to the reagent, and the higher the vapor pressure, the stronger the volatility. The reactivity coefficient corresponding to the reagent combination can be obtained according to the existing chemical reaction data, and the spacing corresponding to the reagent combination can be measured and obtained by the layout of the reagents in the target reagent cabinet; it is confirmed that the isolation effectiveness coefficient between the reagents in each reagent combination can be quantified by the partition material of each isolation layer, wherein the AB, JK, JL, and KL reagent combinations are all located in equal isolation layers, then the isolation effectiveness coefficients between the above reagent combinations are less than the isolation effectiveness coefficients of other reagent combinations.

[0029] Specifically, by evaluating the volatility coefficient, reactivity coefficient and spacing between reagents in each reagent combination and confirming the isolation effectiveness coefficient, the cross-infection risk coefficient can be accurately calculated, thereby significantly improving the safety and management efficiency of the laboratory. The volatility coefficient helps identify which reagents are prone to volatility, which may lead to the accumulation of chemicals in the air, and the reactivity coefficient reveals the potential risk of adverse reactions between reagents. The spacing assessment ensures that the physical distance is large enough to reduce the possibility of direct contact or gas diffusion. The isolation effectiveness coefficient provides a quantitative analysis of the partition material and design to ensure that it can effectively block the mutual influence between reagents. Combining the above factors, the cross-infection risk coefficient can provide a clear risk assessment for each reagent combination and guide laboratory personnel to make reasonable reagent storage and layout adjustments. This method not only reduces the risk of chemical reactions and contamination, but also optimizes the use of laboratory space, ensures the accuracy of experiments and the safety of personnel, and ultimately improves the overall operational efficiency and safety management level of the laboratory.

[0030] It should be noted that a safety analysis is performed on the target reagent cabinet based on the results of the analysis and processing, and then an early warning management strategy is formulated based on the results of the safety analysis, including:

[0031] The above formula is used to calculate the comprehensive risk coefficient corresponding to each reagent combination in the target reagent cabinet ,in, Expressed as a preset correction factor; The comprehensive risk factor corresponding to each reagent combination in the target reagent cabinet Compared with the preset risk threshold Make a comparison; Obtaining the number of first reagent combinations whose comprehensive risk coefficients of the reagent combinations in the target reagent cabinet exceed a preset risk threshold, performing a ratio operation on the first reagent combination number and the total number of reagent combinations, thereby determining a first ratio, and comparing the first ratio with a preset ratio threshold; If the first ratio is lower than a preset ratio threshold, adjusting the reagent combination whose comprehensive risk coefficient exceeds the preset risk threshold based on the first adjustment measure; If the first ratio exceeds a preset ratio threshold, the reagent position in the target reagent cabinet is adjusted based on a second adjustment measure.

[0032] Specifically, in the embodiment of the present application, each reagent storage position can be adjusted directly according to the cross-infection risk coefficient corresponding to each reagent combination in the target reagent cabinet, and each reagent storage position can also be adjusted according to the results of a comprehensive analysis of the environmental impact coefficient and the cross-infection risk coefficient corresponding to each reagent combination in the target reagent cabinet.

[0033] Specifically, in an embodiment of the present application, the first adjustment measure includes but is not limited to increasing the spacing between reagent combinations, improving the isolation effectiveness coefficient corresponding to the isolation layer, etc.; the second adjustment measure is set to rearrange the reagents in the target reagent cabinet to overcome the risk of cross-infection between the reagents.

[0034] It should be noted that after obtaining the comprehensive risk coefficient corresponding to each reagent combination in the target reagent cabinet, it also includes: In the selected time window, the real-time comprehensive risk coefficients corresponding to each reagent combination in the target reagent cabinet are collected, and the real-time comprehensive risk coefficients corresponding to each reagent combination in the target reagent cabinet are averaged, and then the average risk coefficient corresponding to the target reagent cabinet is confirmed to form a time series, and the average risk coefficient corresponding to the target reagent cabinet is calculated according to the time series using the function express; By formula , confirm the risk change coefficient corresponding to the target reagent cabinet ,in, Represented as the preset risk threshold, Represented as a selected time window; The risk change coefficient corresponding to the target reagent cabinet Compared with the preset risk change threshold Make a comparison; If the risk change coefficient corresponding to the target reagent cabinet , it is determined that the risk value corresponding to the target reagent cabinet has increased, and a notification message is output to the manager of the target reagent cabinet.

[0035] Furthermore, it also includes a user identification module, which is used to record and manage the usage of each reagent in the target reagent cabinet; The user identification module uses biometric technology to identify personnel accessing the target reagent cabinet to ensure that authorized personnel can access the target reagent cabinet, and uses RFID technology to record the use and return of each reagent and generate a reagent usage log.

[0036] Specifically, through the setting of the user identification module, the whole process tracking and management of the use of each reagent in the target reagent cabinet can be realized, thereby improving the efficiency and safety of the use of the reagents.

[0037] Example 2 The embodiment of the present application also discloses a data collection method for an intelligent reagent cabinet.

[0038] Reference Figure 2 , a data collection method for an intelligent reagent cabinet, comprising the following steps: Collect the corresponding reagent data and environmental data in the target reagent cabinet; Analyze and process the reagent data and environmental data corresponding to the target reagent cabinet, and conduct safety analysis on the target reagent cabinet based on the results of the analysis and processing, and then formulate an early warning management strategy based on the results of the safety analysis; Respond to the early warning management strategy and output notification information to the management personnel.

[0039] The above contents are merely examples and explanations of the concept of the present application. The technicians in this technical field may make various modifications or additions to the described specific embodiments or replace them in a similar manner. As long as they do not deviate from the concept of the invention, they should all fall within the scope of protection of the present application.

[0040] In the description of this specification, the description with reference to the terms "one embodiment", "example", "specific example", etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present application. In this specification, the schematic representation of the above terms does not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described can be combined in any one or more embodiments or examples in a suitable manner.

[0041] The preferred embodiments of the present application disclosed above are only used to help explain the present application. The preferred embodiments do not describe all the details in detail, nor do they limit the invention to specific implementation methods. Obviously, many modifications and changes can be made according to the content of this specification. This specification selects and specifically describes these embodiments in order to better explain the principles and practical applications of the present application, so that those skilled in the art can understand and use the present application well.

Claims

1. A data acquisition system for an intelligent reagent cabinet, characterized in that: include: A data acquisition module is used to collect the corresponding reagent data and environmental data in the target reagent cabinet; The reagent data corresponding to the target reagent cabinet includes the reagent quantity, the type data and the location data corresponding to each reagent, and the environmental data corresponding to the target reagent cabinet includes the temperature data, the humidity data and the VOC concentration data; A data processing module is used to analyze and process the reagent data and environmental data corresponding to the target reagent cabinet, and to perform safety analysis on the target reagent cabinet based on the results of the analysis and processing, and then formulate an early warning management strategy based on the results of the safety analysis; Analyze and process the reagent data and environmental data corresponding to the target reagent cabinet, including: Divide the target reagent cabinet into multiple isolation layers, and each isolation layer is evenly provided with multiple independent storage units, collect environmental data corresponding to each isolation layer, and extract temperature data and humidity data corresponding to each isolation layer from the environmental data; By formula , confirm the first environmental impact coefficient corresponding to the target reagent cabinet ,in, Indicates the number corresponding to each isolation layer in the target reagent cabinet. , Expressed as the total number of isolation layers, They are respectively represented as predefined temperature influence function and humidity influence function, Respectively expressed as The temperature and humidity values ​​corresponding to each isolation layer are: Respectively expressed as The preset standard temperature value and preset standard humidity value corresponding to each isolation layer are They are respectively represented as preset correction coefficients; Obtain the VOC concentration data corresponding to each isolation layer in the target reagent cabinet, and extract the preset maximum allowable VOC concentration of each isolation layer from the cloud database and the minimum allowable VOC concentration ; By formula , confirm the second environmental impact coefficient corresponding to the target reagent cabinet ,in, Expressed as VOC concentration corresponding to each isolation layer; The first environmental impact coefficient corresponding to the target reagent cabinet The second environmental impact coefficient corresponding to the target reagent cabinet Substitute into the formula , calculate the environmental impact coefficient corresponding to the target reagent cabinet ,in, They are respectively expressed as weight coefficients corresponding to the first environmental impact coefficient and the second environmental impact coefficient; The early warning module is used to respond to the early warning management strategy and output notification information to the management personnel.

2. The data acquisition system of an intelligent reagent cabinet according to claim 1 is characterized in that: Analyze and process the reagent data and environmental data corresponding to the target reagent cabinet, including: Obtain the reagent data corresponding to the target reagent cabinet, combine the reagents in the target reagent cabinet according to a preset method, eliminate duplicate combinations, and then confirm the combinations of reagents; Obtaining volatility coefficients, reactivity coefficients and spacings between reagents in each reagent combination, and determining isolation effectiveness coefficients between reagents in each reagent combination; By formula , confirm the cross infection risk coefficient corresponding to each reagent combination in the target reagent cabinet ,in, It is represented by the number corresponding to each reagent combination. , Respectively indicated as number The volatility coefficient, reactivity coefficient, and spacing between reagents in the reagent combination, Indicated as number The isolation effectiveness coefficient between reagents in the reagent combination.

3. The data acquisition system of an intelligent reagent cabinet according to claim 2 is characterized in that: Based on the results of the analysis and processing, a safety analysis is performed on the target reagent cabinet, and then an early warning management strategy is formulated based on the results of the safety analysis, including: The comprehensive risk coefficient corresponding to each reagent combination in the target reagent cabinet is calculated by the above formula ,in, Expressed as a preset correction factor; The comprehensive risk factor corresponding to each reagent combination in the target reagent cabinet Compared with the preset risk threshold Make a comparison; Obtaining the number of first reagent combinations whose comprehensive risk coefficients of the reagent combinations in the target reagent cabinet exceed a preset risk threshold, performing a ratio operation on the first reagent combination number and the total number of reagent combinations, thereby determining a first ratio, and comparing the first ratio with a preset ratio threshold; If the first ratio is lower than a preset ratio threshold, adjusting the reagent combination whose comprehensive risk coefficient exceeds the preset risk threshold based on a first adjustment measure, wherein the first adjustment measure is set to increase the spacing of the reagent combination; If the first ratio exceeds a preset ratio threshold, the reagent position in the target reagent cabinet is adjusted based on a second adjustment measure, wherein the second adjustment measure is configured to rearrange the reagents in the target reagent cabinet.

4. The data acquisition system of an intelligent reagent cabinet according to claim 3 is characterized in that: After obtaining the comprehensive risk coefficient corresponding to each reagent combination in the target reagent cabinet, it also includes: In the selected time window, the real-time comprehensive risk coefficients corresponding to each reagent combination in the target reagent cabinet are collected, and the real-time comprehensive risk coefficients corresponding to each reagent combination in the target reagent cabinet are averaged, and then the average risk coefficient corresponding to the target reagent cabinet is confirmed to form a time series, and the average risk coefficient corresponding to the target reagent cabinet is calculated according to the time series using the function express; By formula , confirm the risk change coefficient corresponding to the target reagent cabinet ,in, Represented as a preset risk threshold, Represented as a selected time window; The risk change coefficient corresponding to the target reagent cabinet Compared with the preset risk change threshold Make a comparison; If the risk change coefficient corresponding to the target reagent cabinet , it is determined that the risk value corresponding to the target reagent cabinet has increased, and a notification message is output to the manager of the target reagent cabinet.

5. The data acquisition system of an intelligent reagent cabinet according to claim 1 is characterized in that: It also includes a user identification module, which is used to record and manage the usage of each reagent in the target reagent cabinet; The user identification module uses biometric technology to identify personnel accessing the target reagent cabinet to ensure that authorized personnel can access the target reagent cabinet, and uses RFID technology to record the use and return of each reagent and generate a reagent usage log.

6. A data collection method for an intelligent reagent cabinet, applied to a data collection system for an intelligent reagent cabinet as claimed in any one of claims 1 to 5, characterized in that: The following steps are involved: Collect the corresponding reagent data and environmental data in the target reagent cabinet; Analyze and process the reagent data and environmental data corresponding to the target reagent cabinet, and conduct safety analysis on the target reagent cabinet based on the results of the analysis and processing, and then formulate an early warning management strategy based on the results of the safety analysis; Respond to the early warning management strategy and output notification information to the management personnel.

7. A computer-readable storage medium, characterized in that: Instructions are stored, and when the instructions are run on a computer, the computer executes the data acquisition system of an intelligent reagent cabinet as described in any one of claims 1 to 5.

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