Temperature control method and system for instant cubilose preparation

Abstract

The invention provides a temperature control method and system for instant cubilose preparation, and the method comprises the steps: carrying out the drift compensation of all temperature distribution information through a temperature effect in each preparation process, and obtaining a temperature drift amount; determining disturbance response characteristics of the preparation temperature to the preparation quality of the instant cubilose in industrial preparation according to the temperature drift amount and all the preparation results, determining all abnormal supervision nodes according to the temperature drift amount and the temperature monitoring state, and further determining the temperature tolerance of the preparation of the instant cubilose in the temperature monitoring state; and according to the disturbance response characteristics and the temperature tolerance, determining a temperature adjustment interval of the instant cubilose in each preparation process in industrial preparation, and further performing interval limitation on the temperature during preparation of the instant cubilose based on each temperature adjustment interval. On the basis of the scheme, abnormal limitation on the preparation temperature in the preparation process of the instant cubilose can be realized, so that the consistency of the preparation result of the instant cubilose can be improved.

Description

Technical Field

[0001] The present application relates to the technical field of temperature monitoring and control in industrial production, and more specifically, to a temperature control method and system for preparing instant bird's nests. Background Art

[0002] Temperature monitoring and control in industrial production is crucial. It has a great impact on product quality, production efficiency, energy consumption, etc. Especially in the industrial production of bird's nests, temperature monitoring and control is an important link to ensure the quality and safety of bird's nests in industrial production. By automatically adjusting the heating and cooling equipment, the temperature stability in industrial production preparation can be ensured, and real-time monitoring of temperature fluctuations can not only help optimize the preparation process, but also reduce the loss of nutrients, ensuring the maintenance of the nutrients and flavor of the bird's nests.

[0003] In the traditional preparation process of instant bird's nests, due to the lack of real-time monitoring and automatic adjustment mechanisms, it is difficult to maintain stable temperature conditions during the traditional preparation process, which leads to poor product quality. Among them, temperature fluctuations may be caused by factors such as uneven heating of equipment, changes in ambient temperature or improper operation. The nutrients in instant bird's nests are very sensitive to temperature. Too high or too low temperature may cause degradation or denaturation of nutrients, thereby reducing the nutritional value of the product. Temperature fluctuations will also affect the gelation process of the bird's nest, resulting in substandard texture and taste of the product. By abnormally restricting the preparation temperature during the preparation of instant bird's nests, the volatility of the preparation temperature can be effectively reduced, thereby improving the consistency of the preparation results of instant bird's nests. Therefore, how to achieve abnormal restrictions on the preparation temperature during the preparation of instant bird's nests and thereby improve the consistency of the preparation results of instant bird's nests is a difficult problem faced by the industry. Summary of the invention

[0004] The present application provides a temperature control method and system for preparing instant bird's nests, which can achieve abnormal restriction of preparation temperature during the preparation process of instant bird's nests, thereby improving the consistency of the instant bird's nest preparation results.

[0005] In a first aspect, the present application provides a temperature control method for preparing instant bird's nest, comprising:

[0006] Monitor the preparation process of instant bird's nest and collect the preparation temperature records each time the instant bird's nest is prepared;

[0007] Extract the temperature distribution information of each preparation process in industrial preparation from all preparation temperature records, and then perform drift compensation on the temperature fluctuation in each temperature distribution information according to the temperature effect in each preparation process to obtain the temperature drift amount during the preparation of instant bird's nest;

[0008] Obtaining the preparation results of each instant bird's nest preparation, and determining the disturbance response characteristics of the preparation temperature on the preparation quality of the instant bird's nest in industrial preparation according to the temperature drift and all the preparation results;

[0009] Acquire the temperature monitoring status during the preparation of instant bird's nest, determine all abnormal monitoring nodes of the temperature during the preparation of instant bird's nest by the temperature drift and the temperature monitoring status, and then determine the temperature tolerance of the instant bird's nest preparation under the temperature monitoring status by the temperature difference in each abnormal monitoring node;

[0010] The temperature adjustment intervals in each preparation process of the instant bird's nest during industrial preparation are determined according to the disturbance response characteristics and the temperature tolerance, and then the temperature during the preparation of the instant bird's nest is limited based on each temperature adjustment interval.

[0011] In some embodiments, extracting temperature distribution information of each preparation process in industrial preparation from all preparation temperature records specifically includes:

[0012] For each preparation process, the temperature change curve of the preparation process during each instant bird's nest preparation is extracted from all preparation temperature records;

[0013] Determine the distribution density of each preparation temperature in the preparation process according to all temperature change curves;

[0014] The temperature distribution information of the preparation process is determined by all the distribution densities, and then the temperature distribution information of each preparation process in industrial preparation is obtained.

[0015] In some embodiments, drift compensation is performed on the temperature fluctuation in each temperature distribution information according to the temperature effect in each preparation process, and the temperature drift amount during the preparation of instant bird's nest is obtained, specifically including:

[0016] For each preparation process of instant bird's nest preparation, obtain temperature distribution information and temperature effect of the preparation process;

[0017] Determining an initial temperature drift value in a preparation process from the temperature fluctuation in the temperature distribution information;

[0018] Determining a characteristic compensation value of the preparation temperature in the preparation process through the temperature effect;

[0019] Performing characteristic compensation on the initial temperature drift value according to the characteristic compensation value to obtain the temperature drift value in the preparation process, and then obtaining the temperature drift value of each preparation process when preparing instant bird's nest;

[0020] The temperature drift amount during the preparation of instant bird's nest is determined based on all the temperature drift values.

[0021] In some embodiments, all abnormal monitoring nodes for determining the temperature during the preparation of instant bird's nest by using the temperature drift and the temperature monitoring state specifically include:

[0022] Acquire all temperature nodes during the preparation of instant bird's nest in the temperature monitoring state;

[0023] Determine the temperature fluctuation amount of each temperature node by using the temperature drift amount and the node temperature information of each temperature node in the temperature monitoring state;

[0024] According to the temperature fluctuations, all abnormal monitoring nodes of the temperature during the preparation of instant bird's nest are screened out from all temperature nodes.

[0025] In some embodiments, determining the temperature tolerance of instant bird's nest preparation under the temperature monitoring state by the temperature difference in each abnormal supervision node specifically includes:

[0026] Determine the abnormal distribution domain of the preparation temperature under the temperature monitoring state through all abnormal supervision nodes;

[0027] Determine all temperature limit intervals in the abnormal distribution domain according to the temperature differences in each abnormal supervision node;

[0028] The temperature tolerance for preparing instant bird's nest under the temperature monitoring state is determined based on all temperature limit intervals.

[0029] In some embodiments, determining the disturbance response characteristics of the preparation temperature in industrial preparation on the preparation quality of instant bird's nest according to the temperature drift and all preparation results specifically includes:

[0030] Determine the quality credibility of instant bird's nests when prepared in each preparation process based on all preparation results;

[0031] The disturbance response characteristics of the preparation temperature on the preparation quality of instant bird's nest in industrial preparation are determined by all the quality credibility and the temperature drift.

[0032] In some embodiments, determining the temperature adjustment intervals in each preparation process of the instant bird's nest during industrial preparation based on the disturbance response characteristics and the temperature tolerance specifically includes:

[0033] For each preparation process, obtaining a process temperature tolerance of the preparation process from the temperature tolerance;

[0034] The temperature tolerance of the process is interfered with and corrected by the disturbance value of the preparation process in the disturbance response characteristic, so as to obtain the temperature adjustment range of the preparation process of instant bird's nest in industrial preparation, and then determine the temperature adjustment range of each preparation process of instant bird's nest in industrial preparation.

[0035] In a second aspect, the present application provides a temperature control system for preparing instant bird's nest, comprising:

[0036] The collection module is used to monitor the preparation process of the instant bird's nest and collect the preparation temperature records of each instant bird's nest preparation;

[0037] A processing module is used to extract the temperature distribution information of each preparation process in the industrial preparation from all preparation temperature records, and then perform drift compensation on the temperature fluctuation in each temperature distribution information according to the temperature effect in each preparation process, so as to obtain the temperature drift amount during the preparation of instant bird's nest;

[0038] The processing module is also used to obtain the preparation results of each instant bird's nest preparation, and determine the disturbance response characteristics of the preparation temperature in the industrial preparation on the preparation quality of the instant bird's nest according to the temperature drift and all the preparation results;

[0039] The processing module is also used to obtain the temperature monitoring status during the preparation of the instant bird's nest, determine all abnormal monitoring nodes of the temperature during the preparation of the instant bird's nest through the temperature drift and the temperature monitoring status, and then determine the temperature tolerance of the instant bird's nest preparation under the temperature monitoring status according to the temperature difference in each abnormal monitoring node;

[0040] An execution module is used to determine the temperature adjustment intervals in each preparation process of the instant bird's nest during industrial preparation according to the disturbance response characteristics and the temperature tolerance, and then to limit the temperature during the preparation of the instant bird's nest based on each temperature adjustment interval.

[0041] In a third aspect, the present application provides a computer device, comprising a memory and a processor, wherein the memory is used to store a computer program, and the processor is used to call and run the computer program from the memory, so that the computer device executes the above-mentioned temperature control method for preparing instant bird's nest.

[0042] In a fourth aspect, the present application provides a computer-readable storage medium, in which instructions or codes are stored. When the instructions or codes are run on a computer, the computer implements the above-mentioned temperature control method for preparing instant bird's nest.

[0043] The technical solution provided by the embodiments disclosed in this application has the following beneficial effects:

[0044] The present application provides a temperature control method and system for preparing instant bird's nests, which monitor the preparation process of instant bird's nests and collect preparation temperature records each time the instant bird's nests are prepared; extract temperature distribution information of each preparation process in industrial preparation from all preparation temperature records, and then perform drift compensation on the temperature volatility in each temperature distribution information according to the temperature effect in each preparation process to obtain the temperature drift amount during the preparation of the instant bird's nests; obtain the preparation result of each instant bird's nest preparation, and determine the disturbance response characteristics of the preparation temperature in industrial preparation to the preparation quality of the instant bird's nest according to the temperature drift amount and all preparation results; obtain the temperature monitoring state during the preparation of the instant bird's nest, determine all abnormal supervision nodes of the temperature during the preparation of the instant bird's nest through the temperature drift amount and the temperature monitoring state, and then determine the temperature tolerance of the instant bird's nest preparation under the temperature monitoring state according to the temperature difference in each abnormal supervision node; determine the temperature adjustment interval of each preparation process of the instant bird's nest during industrial preparation according to the disturbance response characteristics and the temperature tolerance, and then perform interval restriction on the temperature during the preparation of the instant bird's nest based on each temperature adjustment interval.

[0045] It can be seen that in this application, the temperature adjustment intervals of each preparation process of instant bird's nest in industrial preparation are determined according to the disturbance response characteristics and temperature tolerance, and then the temperature during the preparation of instant bird's nest is limited based on each temperature adjustment interval; first, the temperature effect of each preparation process is determined and drift compensation is performed to ensure that each preparation process operates within its specific temperature range, thereby reducing the problem of inconsistency of instant bird's nest after each preparation caused by temperature drift, thereby maintaining the stability of the preparation process and the consistency of the instant bird's nest; then, by determining the abnormal nodes and temperature tolerance, the temperature anomaly in the preparation process can be discovered in time, and the negative impact of abnormal temperature on the quality of instant bird's nest can be reduced in time, and combined with historical preparation data and temperature The drift calculation disturbance response characteristics can evaluate the actual impact of temperature fluctuations on product quality, and can effectively compensate for the quality fluctuations of instant bird's nests caused by preparation temperature fluctuations; finally, the temperature adjustment interval of each preparation process is determined and limited according to the disturbance response characteristics and temperature tolerance, which can ensure that each process runs within the optimal temperature range, achieve precise temperature control and real-time adjustment, and effectively prevent quality fluctuations caused by improper preparation temperature control, so that temperature adjustment can be performed for different preparation processes, thereby improving the quality consistency and stability of the final preparation results; in summary, based on the above scheme, the abnormal restriction of the preparation temperature in the preparation process of instant bird's nests can be achieved, thereby improving the consistency of the preparation results of instant bird's nests. BRIEF DESCRIPTION OF THE DRAWINGS

[0046] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art 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 paying creative labor.

[0047] Figure 1 is an exemplary flow chart of a temperature control method for preparing instant bird's nest according to some embodiments of the present application;

[0048] Figure 2 It is a schematic diagram of a process for determining an abnormal supervisory node according to some embodiments of the present application;

[0049] Figure 3 is a schematic diagram of a process for determining quality credibility according to some embodiments of the present application;

[0050] Figure 4 It is a schematic diagram of the structure of a temperature control system for preparing instant bird's nest according to some embodiments of the present application;

[0051] Figure 5 It is a structural schematic diagram of a computer device for implementing a temperature control method for preparing instant bird's nest according to some embodiments of the present application. DETAILED DESCRIPTION

[0052] The following will be combined with the drawings in the embodiments of the present application to clearly and completely describe the technical solutions in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of this application.

[0053] In order to better understand the technical solution of the present application, the technical solution of the present application will be described in detail below in conjunction with the accompanying drawings and specific implementation methods.

[0054] refer to Figure 1 , which is an exemplary flow chart of a temperature control method for preparing instant bird's nest according to some embodiments of the present application, and the temperature control method for preparing instant bird's nest mainly includes the following steps:

[0055] In step 101, the preparation process of the instant bird's nest is monitored, and the preparation temperature record of each instant bird's nest preparation is collected.

[0056] It should be noted that, in the present application, the preparation temperature record is a collection of preparation temperatures recorded and stored in real time during the preparation process. One preparation temperature record represents a preparation process of instant bird's nests, and the preparation temperature record includes the temperature change curves of each preparation process. In specific implementation, the preparation temperature record of each instant bird's nest preparation within a preset time period (the default is the last 30 days) can be obtained in an industrial automated preparation device, wherein the industrial automated preparation device refers to automated equipment and systems used for the preparation of instant bird's nests, and the industrial automated preparation device includes functional modules such as temperature control, preparation process and data acquisition.

[0057] In step 102, the temperature distribution information of each preparation process in the industrial preparation is extracted from all the preparation temperature records, and then the temperature fluctuation in each temperature distribution information is drift compensated according to the temperature effect in each preparation process to obtain the temperature drift amount during the preparation of instant bird's nest.

[0058] In some embodiments, extracting temperature distribution information of each preparation process in industrial preparation from all preparation temperature records can be achieved by the following steps:

[0059] For each preparation process, the temperature change curve of the preparation process during each instant bird's nest preparation is extracted from all preparation temperature records;

[0060] Determine the distribution density of each preparation temperature in the preparation process according to all temperature change curves;

[0061] The temperature distribution information of the preparation process is determined by all the distribution densities, and then the temperature distribution information of each preparation process in industrial preparation is obtained.

[0062] It should be noted that in the present application, the temperature distribution information is the temperature operating range of each preparation process in the preparation process of instant bird's nest; the distribution density is used to evaluate the frequency of occurrence of each preparation temperature in the historical temperature data. Determining the distribution density can identify the most common temperature range in each preparation process, and then determine the temperature distribution information suitable for each preparation process in industrial preparation, so as to facilitate the subsequent formulation of more accurate temperature control strategies.

[0063] In the specific implementation, first, for each preparation process, the temperature change curve of the preparation process each time the instant bird's nest is prepared is extracted from each preparation temperature record of the historical temperature data; then, all temperature points in all temperature change curves are counted as preparation temperatures, and then the ratio of the number of times each preparation temperature appears in all temperature change curves to the number of temperature change curves can be used as the distribution density of the corresponding preparation temperature in the preparation process, and the distribution density of the corresponding preparation temperature in the preparation process can be obtained; finally, the interval composed of preparation temperatures with a distribution density higher than a preset density threshold can be used as the temperature distribution information of the preparation process.

[0064] It should be noted that in the present application, the density threshold refers to the frequency limit value commonly used to evaluate the preparation temperature. The density threshold can be preset based on historical experience. The use of the density threshold can accurately extract temperature distribution information, and more accurate temperature control parameters can be set for each preparation process, thereby optimizing the preparation process of instant bird's nests, and further helping to improve the consistency and stability of the preparation quality of instant bird's nests.

[0065] It should be noted that, in the present application, temperature effect refers to the characteristics of the preparation effect of each preparation process in different preparation temperature ranges; in specific implementation, for each preparation process in industrial preparation, all preparation temperature ranges of the preparation process of instant bird's nest in industrial preparation and the preparation effects of each preparation temperature range can be obtained in the preparation instructions of instant bird's nest, and the collection of all preparation effects can be used as the temperature effect of the preparation process of fixed instant bird's nest in industrial preparation. The temperature effect of each preparation process of fixed instant bird's nest in industrial preparation can be obtained by the above method, and other methods can also be used to obtain it in other embodiments without limitation here.

[0066] In some embodiments, drift compensation is performed on the temperature fluctuation in each temperature distribution information according to the temperature effect in each preparation process, and the temperature drift amount during the preparation of instant bird's nest can be obtained by the following steps:

[0067] For each preparation process of instant bird's nest preparation, obtain temperature distribution information and temperature effect of the preparation process;

[0068] Determining an initial temperature drift value in a preparation process from the temperature fluctuation in the temperature distribution information;

[0069] Determining a characteristic compensation value of the preparation temperature in the preparation process through the temperature effect;

[0070] Performing characteristic compensation on the initial temperature drift value according to the characteristic compensation value to obtain the temperature drift value in the preparation process, and then obtaining the temperature drift value of each preparation process when preparing instant bird's nest;

[0071] The temperature drift amount during the preparation of instant bird's nest is determined based on all the temperature drift values.

[0072] It should be noted that, in the present application, the temperature drift value describes the degree of deviation of the preparation temperature during the preparation of instant bird's nests as the preparation temperature changes with time and process; the initial temperature drift value quantifies the natural fluctuation and offset of the preparation temperature before compensation, and determining the initial drift value can provide a benchmark for temperature fluctuation compensation; the characteristic compensation value is the temperature value used to correct and compensate the initial temperature drift value, so that the actual temperature is closer to the ideal condition, thereby reducing the impact of temperature fluctuations on production; the temperature drift value refers to the deviation of the actual temperature value from the target value; the temperature volatility indicates the degree of discreteness of the preparation temperature in the temperature distribution information, and the standard deviation of the preparation temperature in the temperature distribution information can be used as the temperature volatility in the temperature distribution information.

[0073] In the specific implementation, first, for each preparation process of instant bird's nest preparation, the temperature distribution information and temperature effect of the preparation process are obtained; secondly, the distribution density of each preparation temperature in the temperature distribution information is used as the weight, and the weighted average of all preparation temperatures is calculated as the characteristic temperature. The product of the temperature volatility in the temperature distribution information and the characteristic temperature can be used as the initial temperature drift value in the preparation process; then, a proportional-integral-derivative (PID) control model is initialized, and the temperature effect can be used as the effect error of the PID control model. The proportional, integral, and differential (PID) control models are controlled by the PID control model. The preparation temperature of the bird's nest is adjusted by the three parts of and differential, so that the actual preparation effect can be kept as consistent as possible. The PID control model is used to quantify the error compensation strategy in the temperature effect, and the quantified result of the PID control model can be used as the characteristic compensation value of the preparation temperature in the preparation process; then, the sum of the characteristic compensation value and the initial temperature drift value can be used as the temperature drift value in the preparation process to complete the characteristic compensation of the initial temperature drift value. The temperature drift values ​​of each preparation process in the preparation of instant bird's nest can be obtained in the above manner; finally, the set of all temperature drift values ​​can be used as the value range of the temperature drift amount in the preparation of instant bird's nest, so as to obtain the temperature drift amount in the preparation of instant bird's nest.

[0074] In step 103, the preparation results of each instant bird's nest preparation are obtained, and the disturbance response characteristics of the preparation temperature in the industrial preparation on the preparation quality of the instant bird's nest are determined according to the temperature drift and all the preparation results.

[0075] It should be noted that in the present application, the preparation result is the detailed operation process and the preparation completion result of each preparation step in the instant bird's nest preparation process; in specific implementation, the preparation result of each instant bird's nest preparation in the industrial preparation of the instant bird's nest within a preset time period (the same as the preset time period in step 101) can be obtained in the current bird's nest preparation system.

[0076] In some embodiments, the following steps can be used to determine the disturbance response characteristics of the preparation temperature on the preparation quality of instant bird's nest in industrial preparation according to the temperature drift and all preparation results:

[0077] Determine the quality credibility of instant bird's nests when prepared in each preparation process based on all preparation results;

[0078] The disturbance response characteristics of the preparation temperature on the preparation quality of instant bird's nest in industrial preparation are determined by all the quality credibility and the temperature drift.

[0079] It should be noted that, in the present application, the disturbance response characteristics reflect the degree of influence of temperature changes on the preparation process and its dynamic response under different conditions.

[0080] In the above embodiment, the quality reliability of the instant bird's nest when prepared in each preparation process is determined according to all the preparation results, referring to Figure 3 As described above, the figure is a schematic diagram of the process of determining quality credibility in some embodiments of the present application. In this embodiment, determining quality credibility can be achieved by using the following steps:

[0081] In step 1031, for each preparation process, the bird's nest preparation record of the preparation process in each bird's nest preparation is extracted from all preparation results;

[0082] In step 1032, feature extraction is performed on each bird's nest preparation record to obtain quality features of the preparation process in each bird's nest preparation;

[0083] In step 1033, determining the feature consistency of each quality feature with other quality features;

[0084] In step 1034, the quality credibility of the instant bird's nest in the preparation process is determined based on all feature consistency, and then the quality credibility of the instant bird's nest in each preparation process is obtained.

[0085] It should be noted that quality credibility is an overall quality indicator used to evaluate the quality of instant bird's nests when they are prepared under various preparation processes; quality characteristics are quality parameters that reflect each preparation process in the bird's nest preparation process. By extracting and selecting key quality characteristics, the quality of each preparation process can be accurately reflected, which is convenient for providing a basis for the subsequent calculation of quality credibility; characteristic consistency refers to the similarity of quality characteristics of the same preparation process in different batches.

[0086] In the specific implementation, first, for each preparation process, the bird's nest preparation record of the preparation process in each bird's nest preparation is extracted from all the preparation results; secondly, the existing feature extraction algorithm (for example: frequency domain feature extraction algorithm based on wavelet transform) can be used to extract the features of the preparation results in each bird's nest preparation record as the quality features of the preparation process in the corresponding bird's nest preparation; then, the cosine similarity between each quality feature and other quality features can be used as the corresponding feature consistency, and the feature consistency between each quality feature and other quality features can be obtained. In other embodiments, other algorithms or models (for example: clustering model based on machine learning) can also be used to determine the feature consistency between each quality feature and other quality features; finally, the standard deviation of all feature consistencies can be used as the quality credibility of the instant bird's nest when prepared under the preparation process. The quality credibility of the instant bird's nest when prepared under each preparation process can be obtained in the above manner.

[0087] In the above embodiment, the disturbance response characteristics of the preparation temperature in industrial preparation on the preparation quality of instant bird's nest can be determined by all the quality credibility and the temperature drift, which can be achieved by the following steps:

[0088] For each preparation process, the temperature drift value under the preparation process is obtained from the temperature drift amount;

[0089] Determine the sensitivity factor of the preparation temperature in the preparation process to the preparation quality of the instant bird's nest according to the temperature drift value and the quality credibility under the preparation process;

[0090] The quality impact of the preparation process on the final preparation result of instant bird's nest is determined through the quality credibility under the preparation process;

[0091] Determine the disturbance value of the preparation temperature in the preparation process on the preparation quality of the instant bird's nest according to the sensitive factor and the quality influence value, and then obtain the disturbance value of the preparation temperature in each preparation process on the preparation quality of the instant bird's nest;

[0092] Based on all disturbance values, the disturbance response characteristics of preparation temperature on the preparation quality of instant bird's nest in industrial preparation were determined.

[0093] It should be noted that in the present application, the sensitivity factor is used to evaluate the sensitivity of the preparation temperature fluctuation to the preparation quality of instant bird's nests; the quality impact value is used to measure the contribution of each preparation process to the final quality of instant bird's nests; and the disturbance value is an indicator to measure the impact of the preparation temperature fluctuation on the stability of the instant bird's nest preparation process.

[0094] In specific implementation, first, for each preparation process, the temperature drift value under the preparation process is obtained from the temperature drift amount; secondly, the ratio of the temperature drift value to the quality credibility under the preparation process can be used as a sensitive factor of the preparation temperature on the preparation quality of instant bird's nests in the preparation process; then, the influence weight of the preparation process on the final preparation result of the instant bird's nest can be obtained in the bird's nest preparation instructions in industrial preparation, and the product of the influence weight and the quality credibility under the preparation process can be used as the quality influence value of the preparation process on the final preparation result of the instant bird's nest; further, the ratio of the quality influence value to the sensitive factor can be used as the disturbance value of the preparation temperature in the preparation process on the preparation quality of the instant bird's nest, and the disturbance value of the preparation temperature on the preparation quality of the instant bird's nest in each preparation process can be obtained in the above manner; finally, the set of all disturbance values ​​can be used as the disturbance response feature of the preparation temperature on the preparation quality of the instant bird's nest in industrial preparation.

[0095] It should be noted that by integrating all quality credibility and temperature drift, calculating and verifying the disturbance response characteristics of preparation temperature on the preparation quality of instant bird's nest, it is possible to ensure the stability and quality control effect of the industrial automated preparation equipment under temperature fluctuation conditions, facilitate subsequent optimization of temperature control strategies, and improve the quality consistency of the preparation process.

[0096] In step 104, the temperature monitoring status during the preparation of instant bird's nest is obtained, and all abnormal monitoring nodes of the temperature during the preparation of instant bird's nest are determined by the temperature drift and the temperature monitoring status, and then the temperature tolerance of the instant bird's nest preparation under the temperature monitoring status is determined by the temperature difference in each abnormal monitoring node.

[0097] It should be noted that, in the present application, the temperature monitoring state refers to the state in which the industrial automated preparation device records and supervises the temperature in real time during the preparation of instant bird's nests. The temperature monitoring state includes the temperature nodes for monitoring temperature changes by the industrial automated preparation device and the node temperature information recorded by each temperature node. The temperature node refers to the temperature monitoring time point set during the preparation of instant bird's nests. The temperature node is responsible for recording the node temperature information at a specific stage during the preparation of instant bird's nests. In specific implementation, the temperature monitoring state during the preparation of instant bird's nests within a preset time period (the same as the preset time period in step 101) can be obtained in the memory during industrial preparation. In other embodiments, other methods can also be used to obtain the temperature monitoring state during the preparation of instant bird's nests, which is not limited here.

[0098] In some embodiments, all abnormal monitoring nodes of the temperature during the preparation of the instant bird's nest are determined by the temperature drift and the temperature monitoring state, referring to Figure 2 The figure is a schematic diagram of a process for determining an abnormal supervisory node in some embodiments of the present application. In this embodiment, determining an abnormal supervisory node can be implemented by the following steps:

[0099] In step 1041, all temperature nodes during the preparation of instant bird's nest are obtained in the temperature monitoring state;

[0100] In step 1042, the temperature fluctuation amount of each temperature node is determined by the temperature drift amount and the node temperature information of each temperature node in the temperature monitoring state;

[0101] In step 1043, all abnormal monitoring nodes of the temperature during the preparation of the instant bird's nest are screened out from all the temperature nodes according to the temperature fluctuation amounts.

[0102] It should be noted that, in the present application, an abnormal supervision node refers to a temperature node whose temperature fluctuation exceeds a preset abnormal threshold value. The abnormal supervision node can indicate abnormal conditions in the preparation process of instant bird's nests, so as to facilitate special intervention in the temperature of the abnormal supervision node; the temperature fluctuation refers to the degree of fluctuation of the actual temperature of the temperature node. The determination of the temperature fluctuation can quantify the temperature stability of each temperature node, providing a basis for abnormal detection of temperature nodes.

[0103] In the specific implementation, first, all temperature nodes during the preparation of instant bird's nest are obtained in the temperature monitoring state; secondly, for each temperature node, the temperature drift value of the preparation process where the temperature node is located is obtained in the temperature drift amount, and the node temperature information of the temperature node is obtained in the temperature monitoring state. The standard deviation of all preparation temperatures in the node temperature information can be used as the temperature fluctuation value of the temperature node, and then the mean of the temperature fluctuation value and the temperature drift value can be used as the temperature fluctuation amount of the temperature node. The temperature fluctuation amount of each temperature node can be obtained in the above manner; finally, the temperature node whose temperature fluctuation amount exceeds the preset abnormal threshold can be used as the abnormal supervision node, and all abnormal supervision nodes of the temperature during the preparation of instant bird's nest can be obtained.

[0104] In some embodiments, determining the temperature tolerance of instant bird's nest preparation under the temperature monitoring state by the temperature difference in each abnormal supervision node can be achieved by the following steps:

[0105] Determine the abnormal distribution domain of the preparation temperature under the temperature monitoring state through all abnormal supervision nodes;

[0106] Determine all temperature limit intervals in the abnormal distribution domain according to the temperature differences in each abnormal supervision node;

[0107] The temperature tolerance for preparing instant bird's nest under the temperature monitoring state is determined based on all temperature limit intervals.

[0108] It should be noted that, in the present application, temperature tolerance refers to the upper and lower limits of the preparation temperature set during the preparation process of instant bird's nests, which is used to ensure that the preparation temperature is controlled within a normal range to ensure the stability of the instant bird's nest preparation process and the consistency of the quality of the instant bird's nest preparation products; the abnormal distribution domain represents the time range of abnormal temperature during the preparation process of instant bird's nests; the temperature limit interval is used to define the upper and lower limits of the temperature during the preparation of instant bird's nests, so as to reduce the impact of abnormal temperature on the consistency of the quality of instant bird's nest preparation; the temperature difference refers to the difference in temperature between different instant bird's nest preparation processes in the abnormal supervision node. The average difference between each preparation temperature in the node temperature information recorded by each abnormal supervision node can be used as the temperature difference in the corresponding abnormal supervision node. In other embodiments, other methods can also be used to determine the temperature difference in each abnormal supervision node.

[0109] In specific implementation, first, the node time range of the abnormal supervision node in the instant bird's nest preparation process can be used as the abnormal distribution domain of the preparation temperature under the temperature monitoring state; then, for each abnormal supervision node in the abnormal distribution domain, the average value of all preparation temperatures in the node temperature information recorded by the abnormal supervision node is used as the median temperature, a preparation temperature interval is initialized, the difference between the median temperature and the temperature difference is used as the lower limit of the preparation temperature interval, and the sum of the median temperature and the temperature difference is used as the upper limit of the preparation temperature interval. The preparation temperature interval can be used as the temperature limit interval of the abnormal supervision node, and the temperature limit interval of each abnormal supervision node in the abnormal distribution domain can be obtained in the above manner; finally, for each preparation process in the instant bird's nest preparation process, the temperature limit interval of each abnormal supervision node in the preparation process is obtained, the average of all temperature limit interval upper limits can be used as the upper limit temperature of the preparation process, the average of all temperature limit interval lower limits can be used as the lower limit temperature of the preparation process, and the limit interval from the lower limit temperature to the upper limit temperature can be used as the process temperature tolerance of the preparation process. The process temperature tolerance can be obtained in the above manner, and the set of all process temperature tolerances can be used as the temperature tolerance of the instant bird's nest preparation under the temperature monitoring state.

[0110] In step 105, the temperature adjustment intervals in each preparation process of the instant bird's nest during industrial preparation are determined according to the disturbance response characteristics and the temperature tolerance, and then the temperature during the preparation of the instant bird's nest is limited based on each temperature adjustment interval.

[0111] In some embodiments, the temperature adjustment intervals in each preparation process of the instant bird's nest during industrial preparation can be determined based on the disturbance response characteristics and the temperature tolerance by using the following steps:

[0112] For each preparation process, obtaining a process temperature tolerance of the preparation process from the temperature tolerance;

[0113] The temperature tolerance of the process is interfered with and corrected by the disturbance value of the preparation process in the disturbance response characteristic, so as to obtain the temperature adjustment range of the preparation process of instant bird's nest in industrial preparation, and then determine the temperature adjustment range of each preparation process of instant bird's nest in industrial preparation.

[0114] It should be noted that, in the present application, the temperature adjustment interval refers to the interval in which the adjusted temperature needs to be ensured in each preparation process of the instant bird's nest in the industrial preparation; in specific implementation, first, for each preparation process, the process temperature tolerance of the preparation process is obtained in the temperature tolerance; then, the disturbance value of the preparation process in the disturbance response characteristic is obtained, if the disturbance value is greater than or equal to the difference between the upper and lower limits in the process temperature tolerance, the process temperature tolerance is used as the temperature adjustment interval in the preparation process of the instant bird's nest in the industrial preparation, if the disturbance value is less than the difference between the upper and lower limits in the process temperature tolerance, then an adjustment interval is initialized, and the difference between the upper limit in the temperature adjustment interval and the disturbance value can be used as the upper limit of the adjustment interval, and the sum of the lower limit in the temperature adjustment interval and the disturbance value can be used as the lower limit of the adjustment interval, and the adjustment interval can be used as the temperature adjustment interval in each preparation process of the instant bird's nest in the industrial preparation. The temperature adjustment interval in each preparation process of the instant bird's nest in the industrial preparation can be obtained in the above manner.

[0115] In some embodiments, the temperature during the preparation of instant bird's nests is limited based on various temperature adjustment intervals, which means that during the preparation of instant bird's nests using an industrial automated preparation device, when the preparation temperature is not in the temperature adjustment interval of the corresponding preparation process, the preparation temperature in the industrial preparation is adjusted to the temperature adjustment interval, thereby completing the temperature limit during the preparation of the instant bird's nests.

[0116] In specific implementation, during the preparation of instant bird's nests using an industrial automated preparation device, when the preparation temperature is not within the temperature adjustment range of the corresponding preparation process, the preparation temperature in the industrial preparation is adjusted to the temperature adjustment range to complete the range limitation of the temperature during the preparation of the instant bird's nests; when the preparation temperature is within the temperature adjustment range of the corresponding preparation process, the status quo is maintained.

[0117] In the present application, firstly, the temperature adjustment intervals of each preparation process of instant bird's nest in industrial preparation are determined according to the disturbance response characteristics and the temperature tolerance, and then the temperature during the preparation of instant bird's nest is limited based on each temperature adjustment interval; firstly, the temperature effect of each preparation process is determined and drift compensation is performed to ensure that each preparation process operates within its specific temperature range, thereby reducing the problem of inconsistency of instant bird's nest after each preparation due to temperature drift, thereby maintaining the stability of the preparation process and the consistency of the instant bird's nest; then, by determining the abnormal nodes and the temperature tolerance, the temperature anomaly in the preparation process can be discovered in time, and the negative impact of abnormal temperature on the quality of instant bird's nest can be reduced in time. The disturbance response characteristics of displacement calculation can evaluate the actual impact of temperature fluctuations on product quality, and can effectively compensate for the quality fluctuations of instant bird's nests caused by preparation temperature fluctuations; finally, the temperature adjustment interval of each preparation process is determined and limited according to the disturbance response characteristics and temperature tolerance, which can ensure that each process runs within the optimal temperature range, achieve precise temperature control and real-time adjustment, and effectively prevent quality fluctuations caused by improper preparation temperature control, so that temperature adjustment can be performed for different preparation processes, thereby improving the quality consistency and stability of the final preparation results; in summary, based on the above scheme, the abnormal restriction of the preparation temperature in the preparation process of instant bird's nests can be achieved, thereby improving the consistency of the preparation results of instant bird's nests.

[0118] In addition, in another aspect of the present application, in some embodiments, the present application provides a temperature control system for preparing instant bird's nest, referring to Figure 4 , which is a schematic diagram of the structure of a temperature control system for preparing instant bird's nest according to some embodiments of the present application, including: a collection module 201, a processing module 202 and an execution module 203, which are described as follows:

[0119] The collection module 201 in this application is mainly used to monitor the preparation process of the instant bird's nest and collect the preparation temperature records of each instant bird's nest preparation;

[0120] Processing module 202, in the present application, is used to extract temperature distribution information of each preparation process in industrial preparation from all preparation temperature records, and then drift compensate the temperature fluctuation in each temperature distribution information according to the temperature effect in each preparation process, so as to obtain the temperature drift amount when preparing instant bird's nest;

[0121] It should be noted that the processing module 202 is also used to obtain the temperature monitoring status during the preparation of the instant bird's nest, determine all abnormal monitoring nodes of the temperature during the preparation of the instant bird's nest through the temperature drift and the temperature monitoring status, and then determine the temperature tolerance of the instant bird's nest preparation under the temperature monitoring state according to the temperature difference in each abnormal monitoring node;

[0122] In addition, the processing module 202 is also used to determine the disturbance response characteristics of the preparation temperature in the industrial preparation on the preparation quality of the instant bird's nest according to the temperature drift and all the preparation results;

[0123] Execution module 203, in the present application, execution module 203 is mainly used to determine the temperature adjustment intervals in each preparation process of the instant bird's nest during industrial preparation based on the disturbance response characteristics and the temperature tolerance, and then to limit the temperature during the preparation of the instant bird's nest based on each temperature adjustment interval.

[0124] The above describes in detail the examples of the temperature control method and system for preparing instant bird's nests provided by the embodiments of the present application. It can be understood that in order to realize the above functions, the corresponding device includes hardware structures and / or software modules corresponding to the execution of each function. It should be easily appreciated by those skilled in the art that, in combination with the units and algorithm steps of each example described in the embodiments disclosed herein, the present application can be implemented in the form of hardware or a combination of hardware and computer software. Whether a function is executed in the form of hardware or computer software driving hardware depends on the specific application and design constraints of the technical solution. Professional and technical personnel can use different methods to implement the described functions for each specific application, but such implementation should not be considered to be beyond the scope of the present application.

[0125] In some embodiments, the present application also provides a computer device, comprising a memory and a processor, wherein the memory is used to store a computer program, and the processor is used to call and run the computer program from the memory, so that the computer device executes the above-mentioned temperature control method for preparing instant bird's nest.

[0126] In some embodiments, reference Figure 5 , the dotted line in the figure indicates that the unit or the module is optional, and the figure is a schematic diagram of the structure of a computer device for implementing a temperature control method for preparing instant bird's nest according to an embodiment of the present application. The temperature control method for preparing instant bird's nest described in the above embodiment can be Figure 5 The computer device shown in the figure is implemented, and the computer device includes at least one processor 301, a memory 302 and at least one communication unit 305. The computer device can be a terminal device, a server or a chip.

[0127] The processor 301 may be a general-purpose processor or a special-purpose processor. For example, the processor 301 may be a central processing unit (CPU), which may be used to control the computer device, execute software programs, and process data of the software programs. The computer device may also include a communication unit 305 to implement signal input (reception) and output (transmission).

[0128] For example, the computer device may be a chip, the communication unit 305 may be an input and / or output circuit of the chip, or the communication unit 305 may be a communication interface of the chip, and the chip may be a component of a terminal device, a network device, or other devices.

[0129] For another example, the computer device may be a terminal device or a server, and the communication unit 305 may be a transceiver of the terminal device or the server, or the communication unit 305 may be a transceiver circuit of the terminal device or the server.

[0130] The computer device may include one or more memories 302, on which a program 304 is stored. The program 304 can be executed by the processor 301 to generate instructions 303, so that the processor 301 performs the method described in the above method embodiment according to the instructions 303. Optionally, data (such as a target audit model) can also be stored in the memory 302. Optionally, the processor 301 can also read the data stored in the memory 302, and the data can be stored at the same storage address as the program 304, or the data can be stored at a different storage address from the program 304.

[0131] The processor 301 and the memory 302 may be provided separately or integrated together, for example, integrated on a system on chip (SOC) of the terminal device.

[0132] It should be understood that each step of the above method embodiment can be completed by a hardware-based logic circuit or software-based instructions in the processor 301. The processor 301 can be a CPU, a digital signal processor (DSP), an application specific integrated circuit (ASIC), a field programmable gate array (FPGA) or other programmable logic devices, such as discrete gates, transistor logic devices or discrete hardware components.

[0133] Those skilled in the art will appreciate that the embodiments of the present application may be provided as methods, systems, or computer program products. Therefore, the present application may adopt the form of a complete hardware embodiment, a complete software embodiment, or an embodiment in combination with software and hardware. Moreover, the present application may adopt the form of a computer program product implemented in one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) that include computer-usable program code.

[0134] For example, in some embodiments, the present application also provides a computer-readable storage medium, in which instructions or codes are stored. When the instructions or codes are run on a computer, the computer implements the above-mentioned temperature control method for preparing instant bird's nest.

[0135] Although the preferred embodiments of the present application have been described, those skilled in the art may make other changes and modifications to these embodiments once they have learned the basic creative concept. Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and all changes and modifications falling within the scope of the present application.

[0136] Obviously, those skilled in the art can make various changes and modifications to the present application without departing from the spirit and scope of the present application. Thus, if these modifications and variations of the present application fall within the scope of the claims of the present application and their equivalents, the present application is also intended to include these modifications and variations.

Claims

1. A temperature control method for preparing instant bird's nest, characterized in that: The steps include: Monitor the preparation process of instant bird's nest and collect the preparation temperature records each time the instant bird's nest is prepared; Extract the temperature distribution information of each preparation process in industrial preparation from all preparation temperature records, and then perform drift compensation on the temperature fluctuation in each temperature distribution information according to the temperature effect in each preparation process to obtain the temperature drift amount during the preparation of instant bird's nest; Obtaining the preparation results of each instant bird's nest preparation, and determining the disturbance response characteristics of the preparation temperature on the preparation quality of the instant bird's nest in industrial preparation according to the temperature drift and all the preparation results; Acquire the temperature monitoring status during the preparation of instant bird's nest, determine all abnormal monitoring nodes of the temperature during the preparation of instant bird's nest by the temperature drift and the temperature monitoring status, and then determine the temperature tolerance of the instant bird's nest preparation under the temperature monitoring status by the temperature difference in each abnormal monitoring node; The temperature adjustment intervals in each preparation process of the instant bird's nest during industrial preparation are determined according to the disturbance response characteristics and the temperature tolerance, and then the temperature during the preparation of the instant bird's nest is limited based on each temperature adjustment interval.

2. The method according to claim 1, characterized in that Extracting temperature distribution information of each preparation process in industrial preparation from all preparation temperature records specifically includes: For each preparation process, the temperature change curve of the preparation process during each instant bird's nest preparation is extracted from all preparation temperature records; Determine the distribution density of each preparation temperature in the preparation process according to all temperature change curves; The temperature distribution information of the preparation process is determined by all the distribution densities, and then the temperature distribution information of each preparation process in industrial preparation is obtained.

3. The method according to claim 1, characterized in that According to the temperature effect in each preparation process, the temperature fluctuation in each temperature distribution information is drift compensated, and the temperature drift amount during the preparation of instant bird's nest is obtained, which specifically includes: For each preparation process of instant bird's nest preparation, obtain temperature distribution information and temperature effect of the preparation process; Determining an initial temperature drift value in a preparation process from the temperature fluctuation in the temperature distribution information; Determining a characteristic compensation value of the preparation temperature in the preparation process through the temperature effect; Performing characteristic compensation on the initial temperature drift value according to the characteristic compensation value to obtain the temperature drift value in the preparation process, and then obtaining the temperature drift value of each preparation process when preparing instant bird's nest; The temperature drift amount during the preparation of instant bird's nest is determined based on all the temperature drift values.

4. The method according to claim 1, characterized in that All abnormal monitoring nodes for determining the temperature during the preparation of instant bird's nest by the temperature drift and the temperature monitoring state specifically include: Acquire all temperature nodes during the preparation of instant bird's nest in the temperature monitoring state; Determine the temperature fluctuation amount of each temperature node by using the temperature drift amount and the node temperature information of each temperature node in the temperature monitoring state; According to the temperature fluctuations, all abnormal monitoring nodes of the temperature during the preparation of instant bird's nest are screened out from all temperature nodes.

5. The method according to claim 1, characterized in that Determining the temperature tolerance of instant bird's nest preparation under the temperature monitoring state by the temperature difference in each abnormal supervision node specifically includes: Determine the abnormal distribution domain of the preparation temperature under the temperature monitoring state through all abnormal supervision nodes; Determine all temperature limit intervals in the abnormal distribution domain according to the temperature differences in each abnormal supervision node; The temperature tolerance for preparing instant bird's nest under the temperature monitoring state is determined based on all temperature limit intervals.

6. The method according to claim 1, characterized in that The disturbance response characteristics of the preparation temperature on the preparation quality of instant bird's nest in industrial preparation are determined based on the temperature drift and all preparation results, specifically including: Determine the quality credibility of instant bird's nests when prepared in each preparation process based on all preparation results; The disturbance response characteristics of the preparation temperature on the preparation quality of instant bird's nest in industrial preparation are determined by all the quality credibility and the temperature drift.

7. The method according to claim 1, characterized in that Determining the temperature adjustment intervals in each preparation process of the instant bird's nest during industrial preparation based on the disturbance response characteristics and the temperature tolerance specifically includes: For each preparation process, obtaining a process temperature tolerance of the preparation process from the temperature tolerance; The temperature tolerance of the process is interfered with and corrected by the disturbance value of the preparation process in the disturbance response characteristic, so as to obtain the temperature adjustment range of the preparation process of instant bird's nest in industrial preparation, and then determine the temperature adjustment range of each preparation process of instant bird's nest in industrial preparation.

8. A temperature control system for preparing instant bird's nest, characterized in that: include: The collection module is used to monitor the preparation process of the instant bird's nest and collect the preparation temperature records each time the instant bird's nest is prepared; A processing module is used to extract the temperature distribution information of each preparation process in the industrial preparation from all preparation temperature records, and then perform drift compensation on the temperature fluctuation in each temperature distribution information according to the temperature effect in each preparation process, so as to obtain the temperature drift amount during the preparation of instant bird's nest; The processing module is also used to obtain the preparation results of each instant bird's nest preparation, and determine the disturbance response characteristics of the preparation temperature in the industrial preparation on the preparation quality of the instant bird's nest according to the temperature drift and all the preparation results; The processing module is also used to obtain the temperature monitoring status during the preparation of the instant bird's nest, determine all abnormal monitoring nodes of the temperature during the preparation of the instant bird's nest through the temperature drift and the temperature monitoring status, and then determine the temperature tolerance of the instant bird's nest preparation under the temperature monitoring status according to the temperature difference in each abnormal monitoring node; An execution module is used to determine the temperature adjustment intervals in each preparation process of the instant bird's nest during industrial preparation according to the disturbance response characteristics and the temperature tolerance, and then to limit the temperature during the preparation of the instant bird's nest based on each temperature adjustment interval.

9. A computer device, characterized in that: The computer device includes a memory and a processor, the memory is used to store a computer program, and the processor is used to call and run the computer program from the memory, so that the computer device executes the temperature control method for preparing instant bird's nest according to any one of claims 1 to 7.

10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores instructions or codes, and when the instructions or codes are executed on a computer, the computer implements the temperature control method for preparing instant bird's nest as described in any one of claims 1 to 7.

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