A stirring method, system, device and storage medium for biofilm production

Abstract

This invention relates to a stirring method, system, apparatus, and storage medium for biofilm production, belonging to the field of biofilm production technology. The method includes: acquiring current operating parameter information of the stirring equipment and real-time raw material detection information; analyzing and determining raw material baseline information based on the current operating parameter information; analyzing the deviation between the real-time raw material detection information and the raw material baseline information and using this as raw material deviation information; analyzing and determining operating parameter adjustment information based on the raw material deviation information, and outputting the operating parameter adjustment information to the stirring equipment. This invention improves the mixing effect.

Description

Technical Field

[0001] The present invention relates to the technical field of biofilm production, and in particular to a stirring method, system, device and storage medium for biofilm production. Background Art

[0002] Biofilm is a film made of natural polymer materials or their derivatives. It has good biocompatibility, degradability and environmental friendliness, which makes biofilm have broad application prospects in the fields of medicine, food packaging, agriculture and environmental protection.

[0003] In the related art, stirring is an important step in the production process of biofilm, especially in the solution mixing and pretreatment stage, stirring can help evenly distribute the raw materials, ensure that the components in the solution are fully mixed, promote chemical reactions, and prevent the raw materials from sinking to the bottom or agglomerating. At present, the operator generally selects a suitable stirrer based on experience and sets stirring parameters to stir the raw materials that need to be stirred, so as to ensure that the raw materials are mixed evenly.

[0004] Regarding the above-mentioned related technologies, when the raw materials are stirred in the process of producing biofilms, the operator generally sets the stirring parameters based on experience and then stirs them. When the stirring raw materials change, continuing to stir them using the stirring parameters set by the operator can easily lead to deviations in the stirring, thereby reducing the mixing effect. Summary of the invention

[0005] In order to improve the mixing effect, the present invention provides a stirring method, system, device and storage medium for biofilm production.

[0006] In a first aspect, the present invention provides a stirring method for producing a biofilm, which adopts the following technical solution:

[0007] A stirring method for producing a biofilm, comprising:

[0008] Obtain current operating parameter information of the mixing equipment and real-time detection information of raw materials;

[0009] Determine raw material benchmark information based on current operating parameter information analysis;

[0010] Analyze the deviation between the raw material real-time detection information and the raw material benchmark information and use it as the raw material deviation information;

[0011] The operating parameter adjustment information is determined based on the raw material deviation information analysis, and the operating parameter adjustment information is output to the mixing equipment.

[0012] Optionally, the method for determining the raw material benchmark information includes:

[0013] Determine whether a match can be found from the preset historical operating parameter database that is completely consistent with the current operating parameter information;

[0014] If yes, retrieve the completely consistent reference raw material information based on the current operation parameter information, and use the completely consistent reference raw material information as the raw material reference information;

[0015] If not, then based on the current operating parameter information, a search is performed from a preset historical operating parameter database to find out partially consistent parameters and use them as historical partially consistent parameter information;

[0016] Analyze the deviation between the historical consistent parameter information and the current operating parameter information and use it as the historical parameter deviation information;

[0017] Based on the historical partial parameter deviation information, retrieve the deviation parameter type information and parameter type deviation value;

[0018] According to the correspondence between the deviation parameter type information and the preset deviation parameter type unit impact value, the deviation parameter type unit impact value corresponding to the deviation parameter type information is determined;

[0019] Calculate the product of the deviation parameter type unit impact value and the parameter type deviation value and use it as the deviation type impact deviation value;

[0020] Retrieving partially consistent benchmark raw material information based on historical partially consistent parameter information;

[0021] The deviation type impact deviation value is added to the partially consistent reference raw material information to form the partially consistent adjusted raw material information, and the partially consistent adjusted raw material information is used as the raw material reference information.

[0022] Optionally, the method for determining the operating parameter adjustment information includes:

[0023] Retrieving raw material deviation type information and raw material deviation value based on raw material deviation information;

[0024] Retrieve detection type information based on real-time detection information of raw materials;

[0025] Determine whether the raw material deviation type information is consistent with the detection type information;

[0026] If yes, the raw material deviation type information that is consistent with the detection type information is regarded as the raw material same type information;

[0027] According to the correspondence between the raw material same type information and the preset raw material same type unit adjustment information, the raw material same type unit adjustment information corresponding to the raw material same type information is determined;

[0028] Performing comprehensive processing based on the raw material deviation value and the raw material same type unit adjustment information to form raw material same type demand adjustment information, and using the raw material same type demand adjustment information as the operation parameter adjustment information;

[0029] If not, determine the raw material deviation type unit impact information based on the raw material deviation type information analysis;

[0030] Comprehensive processing is performed based on the raw material deviation value and the raw material deviation type unit impact information to form the raw material deviation type comprehensive impact information, and the raw material deviation type comprehensive impact information is used as the operation parameter adjustment information.

[0031] Optionally, the method for determining the raw material deviation type unit impact information includes:

[0032] Determine the initial impact information of the category unit based on the raw material deviation category information analysis;

[0033] According to the correspondence between the raw material deviation type information and the preset raw material impact type information, the raw material impact type information corresponding to the raw material deviation type information is determined;

[0034] Determine whether the detection category information is consistent with the raw material impact category information;

[0035] If yes, the detection category information that is consistent with the raw material impact category information is used as the detection impact category information;

[0036] According to the correspondence between the detection influence type information, the raw material deviation type information and the preset raw material type mutual influence information, the raw material type mutual influence information corresponding to the detection influence type information and the raw material deviation type information is determined;

[0037] Based on the combination of the initial impact information of the type unit and the mutual impact information of the raw material types, the comprehensive impact information of the raw material types is formed, and the comprehensive impact information of the raw material types is used as the impact information of the raw material deviation type unit;

[0038] If not, the type unit initial impact information is used as the raw material deviation type unit impact information.

[0039] Optionally, the method for determining the category unit initial impact information includes:

[0040] Retrieve the raw material deviation type numerical value based on the raw material deviation type information;

[0041] Determine whether the number of raw material deviation types is only one;

[0042] If yes, then determine the single type unit impact information corresponding to the raw material deviation type information according to the correspondence between the raw material deviation type information and the preset single type unit impact information, and use the single type unit impact information as the type unit initial impact information;

[0043] If not, then the single category unit impact information or the deviation category mutual impact information is determined as the category unit initial impact information based on whether there is a judgment result in the raw material deviation category information that is consistent with the raw material impact category information.

[0044] Optionally, the method further includes a step after outputting the operating parameter adjustment information to the stirring device, which is as follows:

[0045] Get the current equipment model information of the mixing equipment;

[0046] According to the correspondence between the detection type information and the preset required equipment model information, the required equipment model information corresponding to the detection type information is determined;

[0047] Determine device distinguishing parameter information based on device model information and current device model information;

[0048] According to the correspondence between the device difference parameter information and the preset device difference parameter unit influence information, the device difference parameter unit influence information corresponding to the device difference parameter information is determined;

[0049] Retrieving the detection type input value corresponding to the detection type information based on the real-time detection information of the raw material;

[0050] A comprehensive analysis is performed based on the detection type input value and the equipment difference parameter unit influence information to determine the equipment difference adjustment information, and the equipment difference adjustment information is output to the mixing equipment.

[0051] Optionally, the method further includes a step after outputting the device difference adjustment information to the mixing device, which is as follows:

[0052] Obtain different historical operating time values ​​of the mixing equipment and the corresponding historical mixing result information;

[0053] Analyze the deviation between the historical mixing result information and the preset historical demand result information and use it as the historical result deviation value;

[0054] Calculate the difference between two adjacent historical result deviation values ​​and use it as the historical result deviation change value;

[0055] Calculate the quotient between the historical result deviation change value and the historical running time value and use it as the running time impact value;

[0056] Get the current running time value;

[0057] Calculate the product of the current running time value and the running time impact value and use it as the result deviation estimate;

[0058] According to the correspondence between the result deviation estimated value and the preset result deviation adjustment information, the result deviation adjustment information corresponding to the result deviation estimated value is determined, and the result deviation adjustment information is output to the mixing device.

[0059] In a second aspect, the present invention provides a stirring system for biofilm production, which adopts the following technical solution:

[0060] A stirring system for biofilm production, comprising:

[0061] The acquisition module is used to obtain the current operating parameter information, real-time raw material detection information, current equipment model information, historical operating time values, historical mixing result information and current operating time values;

[0062] A memory for storing a program of the stirring method for producing a biofilm as described in the first aspect;

[0063] The processor loads and executes the program in the memory and implements the stirring method for producing a biofilm as described in the first aspect.

[0064] In a third aspect, the present invention provides a stirring device for biofilm production, which adopts the following technical solution:

[0065] A stirring device for producing biological film comprises a memory and a processor, wherein the memory stores a computer program which can be loaded by the processor and execute the stirring method for producing biological film as described in the first aspect.

[0066] In a fourth aspect, the present invention provides a computer storage medium capable of storing a corresponding program, which is convenient for improving the mixing effect and adopts the following technical solution:

[0067] A computer-readable storage medium stores a computer program that can be loaded by a processor and execute the stirring method for producing a biofilm as described in the first aspect.

[0068] In summary, the present invention includes at least one of the following beneficial technical effects:

[0069] 1. By acquiring the current operating parameter information and real-time raw material detection information, analyzing and determining the raw material benchmark information, and then analyzing the raw material deviation information, the operating parameter adjustment information is analyzed and determined based on the raw material deviation information and output to the mixing equipment, so as to adjust the operating parameters of the mixing equipment in real time according to the detection conditions of the raw material input, thereby improving the mixing effect;

[0070] 2. By judging whether it is possible to query and match the information that is completely consistent with the current operating parameter information from the preset historical operating parameter database, when the query matches, retrieve the completely consistent benchmark raw material information and use it as the raw material benchmark information; when the query does not match, query and match the historical partially consistent parameter information and analyze the historical partial parameter deviation information, retrieve the deviation parameter type information and parameter type deviation value through the historical partial parameter deviation information, determine the deviation parameter type unit impact value through the deviation parameter type information query, and then calculate the deviation type impact deviation value, retrieve the partially consistent benchmark raw material information through the historical partially consistent parameter information, and add the deviation type impact deviation value to the partially consistent benchmark raw material information to form partially consistent adjusted raw material information as the raw material benchmark information, thereby improving the accuracy of the acquired raw material benchmark information;

[0071] 3. The raw material deviation type information and the raw material deviation value are retrieved from the raw material deviation information to obtain the detection type information, and then a judgment is made as to whether the raw material deviation type information is consistent with the detection type information. If so, the raw material same type information is defined and the raw material same type unit adjustment information is determined by querying. The raw material deviation value and the raw material same type unit adjustment information are comprehensively processed to form the raw material same type demand adjustment information and used as the operation parameter adjustment information. If not, the raw material deviation type unit impact information is determined through raw material deviation type information analysis. Then the raw material deviation value and the raw material deviation type unit impact information are comprehensively processed to form the raw material deviation type comprehensive impact information and used as the operation parameter adjustment information, thereby improving the accuracy of the acquired operation parameter adjustment information. BRIEF DESCRIPTION OF THE DRAWINGS

[0072] Figure 1 is a flow chart of a method for stirring biofilm production according to an embodiment of the present application;

[0073] Figure 2 is a method flow chart of a method for determining raw material reference information according to an embodiment of the present application;

[0074] Figure 3 is a method flow chart of a method for determining operating parameter adjustment information according to an embodiment of the present application;

[0075] Figure 4 is a method flow chart of a method for determining raw material deviation type unit impact information according to an embodiment of the present application;

[0076] Figure 5 is a method flow chart of a method for determining the type unit initial impact information of an embodiment of the present application;

[0077] Figure 6is a method flow chart of the steps after outputting the operating parameter adjustment information to the stirring device in an embodiment of the present application;

[0078] Figure 7 is a method flow chart of the steps after outputting the device difference adjustment information to the stirring device in an embodiment of the present application;

[0079] Figure 8 This is a system flow chart of stirring for biofilm production according to an embodiment of the present application.

[0080] Explanation of the accompanying drawings: 1. Acquisition module; 2. Memory; 3. Processor. DETAILED DESCRIPTION

[0081] The present invention is further described in detail below in conjunction with the accompanying drawings and embodiments.

[0082] A stirring method for biofilm production obtains current operating parameter information and real-time raw material detection information and analyzes and determines raw material baseline information, then analyzes and determines operating parameter adjustment information after obtaining raw material deviation information and outputs it to a stirring device, thereby adjusting the operating parameters of the stirring device in real time according to the detection status of the raw material input, thereby improving the mixing effect, and obtains current equipment model information, historical operating time values ​​and corresponding historical stirring result information, thereby successively analyzing and obtaining equipment distinction adjustment information and result deviation adjustment information and outputting them to the stirring device, thereby further improving the mixing effect.

[0083] The embodiment of the present invention discloses a stirring method for producing a biofilm.

[0084] Reference Figure 1 , a stirring method for producing a biofilm comprises:

[0085] Step S100: obtaining current operating parameter information of the stirring equipment and real-time detection information of the raw materials.

[0086] Among them, the current operating parameter information refers to the parameter information corresponding to the operation of the stirring device at the current time, and the current operating parameter information is obtained by querying and retrieving the stirring device at the current time, and the current operating parameter information includes operating parameters such as stirring time, stirring speed, stirring temperature, etc. The real-time detection information of raw materials refers to the information of real-time detection of the raw materials input into the stirring device for stirring, and the real-time detection information of raw materials is obtained after image detection by an image detection device preset at the input port of the stirring device and recognition analysis.

[0087] Step S200: Analyze and determine raw material reference information based on current operating parameter information.

[0088] The raw material reference information refers to the reference information for mixing the raw materials according to the parameters corresponding to the operation of the mixing equipment at the current time. The raw material reference information is determined by analyzing the current operation parameter information to facilitate subsequent use.

[0089] Step S300: Analyze the deviation between the raw material real-time detection information and the raw material reference information and use it as raw material deviation information.

[0090] The raw material deviation information refers to the deviation information when the raw material currently input into the mixing device has a deviation. The deviation between the real-time detection information of the raw material and the raw material reference information is analyzed and used as the raw material deviation information, so as to facilitate subsequent use.

[0091] Step S400: determining the operating parameter adjustment information according to the raw material deviation information analysis, and outputting the operating parameter adjustment information to the stirring device.

[0092] The operating parameter adjustment information refers to the adjustment information used to adjust the operating parameters of the mixing device. The operating parameter adjustment information is determined by analyzing the raw material deviation information and output to the mixing device, and then the operating parameters of the mixing device are adjusted in real time according to the detection of the raw material input, so as to finally achieve the purpose of improving the mixing effect.

[0093] exist Figure 1 In step S200, in order to further ensure the rationality of the raw material reference information, it is necessary to further analyze and calculate the raw material reference information. Figure 2 The steps shown are explained in detail.

[0094] Reference Figure 2 , the method for determining raw material benchmark information includes the following steps:

[0095] Step S210: Determine whether a match that is completely consistent with the current operating parameter information can be found from the preset historical operating parameter database. If yes, execute step S220; if not, execute step S230.

[0096] The historical operation parameter database refers to a database storing the parameters corresponding to the operation of the mixing equipment at historical time. The historical operation parameter database is obtained by storing the operation parameters of the mixing equipment in real time. It is judged whether the mixing equipment has the same operation parameters as the current operation parameters in the historical time by querying and matching the preset historical operation parameter database.

[0097] Step S220: Retrieve completely consistent reference raw material information based on the current operating parameter information, and use the completely consistent reference raw material information as the raw material reference information.

[0098] Among them, completely consistent benchmark raw material information refers to the benchmark raw material information corresponding to the current operating parameter information when it is queried and matched in the historical operating parameter database. When the current operating parameter information can be queried and matched from the preset historical operating parameter database, it means that the mixing equipment has a situation consistent with the current operating parameters in the historical time. Therefore, the completely consistent benchmark raw material information is retrieved through the current operating parameter information and used as the raw material benchmark information, which is convenient for obtaining the raw material benchmark information.

[0099] Step S230: Based on the current operating parameter information, partially consistent parameters are searched and matched from a preset historical operating parameter database and used as historical partially consistent parameter information.

[0100] Among them, historical partially consistent parameter information refers to parameter information that is partially consistent with the current operating parameter information in the historical operating parameter database. When the parameter information that is completely consistent with the current operating parameter information cannot be queried and matched from the preset historical operating parameter database, it means that the mixing equipment does not have a situation consistent with the current operating parameters in the historical time. Therefore, the current operating parameter information is used to query and match the partially consistent parameters from the preset historical operating parameter database and use them as the historical partially consistent parameter information for subsequent use.

[0101] Step S240: Analyze the deviation between the historical partial consistent parameter information and the current operating parameter information and use it as the historical partial parameter deviation information.

[0102] Among them, the historical partial parameter deviation information refers to the parameter information corresponding to the differences in the partially consistent parameters. By analyzing the deviation between the historical partial consistent parameter information and the current operating parameter information and using it as the historical partial parameter deviation information, it is convenient for subsequent use.

[0103] Step S250: Retrieve deviation parameter type information and parameter type deviation value based on the historical partial parameter deviation information.

[0104] Among them, the historical parameter deviation information includes deviation parameter type information and parameter type deviation value. The deviation parameter type information refers to the type information to which the parameter deviation belongs, and the parameter type deviation value refers to the deviation value corresponding to the parameter deviation. The deviation parameter type information and parameter type deviation value are retrieved respectively through the historical parameter deviation information, so as to facilitate subsequent use.

[0105] Step S260: Determine the deviation parameter type unit influence value corresponding to the deviation parameter type information according to the correspondence between the deviation parameter type information and the preset deviation parameter type unit influence value.

[0106] The deviation parameter type unit impact value refers to the unit impact degree value when the type of parameter deviation has an impact. The deviation parameter type unit impact value is obtained by querying from a database storing deviation parameter type information and deviation parameter type unit impact value. The database is obtained after analysis and summary by the operator after the experiment. The deviation parameter type unit impact value is determined by querying the deviation parameter type information to facilitate subsequent use.

[0107] Step S270: Calculate the product of the deviation parameter type unit impact value and the parameter type deviation value and use it as the deviation type impact deviation value.

[0108] Among them, the deviation type impact deviation value refers to the deviation value that needs to be adjusted for the raw materials when the type of parameter deviation has an impact. The product value between the deviation parameter type unit impact value and the parameter type deviation value is calculated and used as the deviation type impact deviation value for convenience in subsequent use.

[0109] Step S280: Retrieve partially consistent reference raw material information based on historical partially consistent parameter information.

[0110] Among them, the partially consistent reference raw material information refers to the reference raw material information corresponding to the historical partially consistent parameter information. The partially consistent reference raw material information is retrieved through the historical partially consistent parameter information, so as to facilitate subsequent use.

[0111] Step S290: adding the deviation type impact deviation value to the partially consistent reference raw material information to form partially consistent adjusted raw material information, and using the partially consistent adjusted raw material information as the raw material reference information.

[0112] Among them, partially consistent adjusted raw material information refers to the raw material information after adjusting the raw materials corresponding to the partially consistent operating parameters. The partially consistent adjusted raw material information is formed by adding the deviation value affecting the deviation type to the partially consistent benchmark raw material information, and the partially consistent adjusted raw material information is used as the raw material benchmark information, thereby improving the accuracy of the acquired raw material benchmark information.

[0113] exist Figure 1 In step S400, in order to further ensure the rationality of the operating parameter adjustment information, it is necessary to further analyze and calculate the operating parameter adjustment information. Figure 3 The steps shown are explained in detail.

[0114] Reference Figure 3 , the method for determining the operating parameter adjustment information comprises the following steps:

[0115] Step S410: Retrieve raw material deviation type information and raw material deviation value based on the raw material deviation information.

[0116] Among them, the raw material deviation information includes raw material deviation type information and raw material deviation value. The raw material deviation type information refers to the type information corresponding to the raw material when there is a deviation. The raw material deviation value refers to the deviation value of the type when there is a deviation in the raw material. The raw material deviation type information and raw material deviation value are retrieved through the raw material deviation information, so as to facilitate subsequent use.

[0117] Step S420: Retrieve detection type information based on the real-time detection information of the raw material.

[0118] The real-time raw material detection information includes detection type information, which refers to the type information of the detected raw material. The detection type information is retrieved through the real-time raw material detection information, so as to facilitate subsequent use.

[0119] Step S430: Determine whether the raw material deviation type information is consistent with the detection type information. If yes, execute step S440; if no, execute step S470.

[0120] Among them, by judging whether the raw material deviation type information is consistent with the detection type information, it is judged whether the raw material has a type deviation.

[0121] Step S440: The raw material deviation type information that is consistent with the detected type information is regarded as the raw material same type information.

[0122] Among them, when the raw material deviation type information is consistent with the detection type information, it means that there is no deviation in the raw material type at this time, so the same type information of the raw material is defined to facilitate subsequent use.

[0123] Step S450: determining the raw material same type unit adjustment information corresponding to the raw material same type information according to the correspondence between the raw material same type information and the preset raw material same type unit adjustment information.

[0124] The same type of raw material unit adjustment information refers to the unit adjustment information for adjusting the operating parameters when the raw material types are the same. The same type of raw material unit adjustment information is obtained by querying from a database storing the same type of raw material information and the same type of raw material unit adjustment information. The same type of raw material unit adjustment information is determined by querying the same type of raw material information to facilitate subsequent use.

[0125] Step S460: Perform comprehensive processing based on the raw material deviation value and the raw material same type unit adjustment information to form raw material same type demand adjustment information, and use the raw material same type demand adjustment information as the operation parameter adjustment information.

[0126] Among them, the demand adjustment information for the same type of raw materials refers to the final adjustment information that needs to be adjusted for the operating parameters when the raw materials are of the same type. The product of each adjustment parameter corresponding to the unit adjustment information of the same type of raw materials is calculated by the raw material deviation value, and the calculated product values ​​are combined as the demand adjustment information for the same type of raw materials, and then the demand adjustment information for the same type of raw materials is used as the operating parameter adjustment information, thereby improving the accuracy of the obtained operating parameter adjustment information.

[0127] Step S470: Analyze and determine the raw material deviation type unit impact information based on the raw material deviation type information.

[0128] Among them, the raw material deviation type unit impact information refers to the unit adjustment information that needs to adjust the operating parameters when the raw material type is deviant. When the raw material deviation type information is not consistent with the detection type information, it means that there is a deviation in the raw material type at this time. Therefore, the raw material deviation type unit impact information is determined by analyzing the raw material deviation type information, which is convenient for subsequent use.

[0129] Step S480: Perform comprehensive processing based on the raw material deviation value and the raw material deviation type unit impact information to form raw material deviation type comprehensive impact information, and use the raw material deviation type comprehensive impact information as the operation parameter adjustment information.

[0130] Among them, the comprehensive impact information of raw material deviation types refers to the final adjustment information that needs to be adjusted for the operating parameters when the raw material type is deviant. The raw material deviation value is used to multiply the various adjustment parameters corresponding to the unit impact information of the raw material deviation type, and the calculated product values ​​are combined as the comprehensive impact information of the raw material deviation type. The comprehensive impact information of the raw material deviation type is then used as the operating parameter adjustment information, thereby improving the accuracy of the obtained operating parameter adjustment information.

[0131] exist Figure 3 In step S470, in order to further ensure the rationality of the raw material deviation type unit impact information, it is necessary to further analyze and calculate the raw material deviation type unit impact information separately, specifically through Figure 4 The steps shown are explained in detail.

[0132] Reference Figure 4 The method for determining the impact information of the raw material deviation type unit includes the following steps:

[0133] Step S471: Analyze and determine the initial impact information of the category unit based on the raw material deviation category information.

[0134] The type unit initial impact information refers to the initial unit impact information generated by the deviation type. By analyzing the raw material deviation type information, the type unit initial impact information is determined to facilitate subsequent use.

[0135] Step S472: determining the raw material impact type information corresponding to the raw material deviation type information according to the correspondence between the raw material deviation type information and the preset raw material impact type information.

[0136] The raw material impact category information refers to the category information that will have mutual impact on the raw material deviation category. The raw material impact category information is obtained by querying from a database storing the raw material deviation category information and the raw material impact category information. The database is obtained by retrieving the relevant website of the raw material category or by the operator's pre-input. The raw material impact category information is determined by querying the raw material deviation category information to facilitate subsequent use.

[0137] Step S473: Determine whether the detection type information is consistent with the raw material impact type information. If yes, execute step S474; if no, execute step S477.

[0138] Among them, by judging whether there is any consistency between the detection type information and the raw material impact type information, it is judged whether the detection type will have a mutual impact with the deviation type.

[0139] Step S474: The detection category information that is consistent with the raw material impact category information is used as the detection impact category information.

[0140] Among them, when the detection type information is consistent with the raw material impact type information, it means that the detection type will have a mutual impact with the deviation type at this time, so the detection impact type information is defined to facilitate subsequent use.

[0141] Step S475: According to the correspondence between the detection influence type information, the raw material deviation type information and the preset raw material type mutual influence information, the raw material type mutual influence information corresponding to the detection influence type information and the raw material deviation type information is determined.

[0142] Among them, the information on the mutual influence of raw material types refers to the influence information generated by two mutually influencing types. The information on the mutual influence of raw material types is obtained by querying from a database storing information on detection influence types, information on raw material deviation types, and information on the mutual influence of raw material types. The database is obtained by retrieving the relevant websites of the raw material types or by pre-entering by the operator. The information on the mutual influence of raw material types is determined by querying the detection influence type information and the raw material deviation type information, which is convenient for subsequent use.

[0143] Step S476: Combining the type unit initial impact information with the raw material type mutual impact information to form the raw material type comprehensive impact information, and using the raw material type comprehensive impact information as the raw material deviation type unit impact information.

[0144] Among them, the comprehensive impact information of raw material types refers to the comprehensive impact information generated by raw material types. By combining the initial impact information of the type unit with the mutual impact information of the raw material types, the comprehensive impact information of the raw material types is formed and used as the raw material deviation type unit impact information, thereby improving the accuracy of the obtained raw material deviation type unit impact information.

[0145] Step S477: Use the category unit initial impact information as the raw material deviation category unit impact information.

[0146] Among them, when the detection type information does not exist in line with the raw material impact type information, it means that the detection type will not have mutual influence with the deviation type at this time, so the type unit initial impact information is used as the raw material deviation type unit impact information, thereby improving the accuracy of the obtained raw material deviation type unit impact information.

[0147] exist Figure 4 In step S471, in order to further ensure the rationality of the initial impact information of the category unit, it is necessary to further analyze and calculate the initial impact information of the category unit. Figure 5 The steps shown are explained in detail.

[0148] Reference Figure 5 , the method for determining the initial impact information of the category unit includes the following steps:

[0149] Step S4711: Retrieve the raw material deviation type numerical value based on the raw material deviation type information.

[0150] Among them, the raw material deviation type numerical value refers to the type numerical value corresponding to the raw material deviation type. The raw material deviation type numerical value is obtained by retrieving and counting the raw material deviation type information, which is convenient for subsequent use.

[0151] Step S4712: Determine whether the number of raw material deviation types is only one. If yes, execute step S4713; if no, execute step S4714.

[0152] Here, by judging whether the number of raw material deviation types is only one, it is judged whether there is any mutual influence in the raw material deviation type information.

[0153] Step S4713: Determine the single-category unit impact information corresponding to the raw material deviation type information according to the correspondence between the raw material deviation type information and the preset single-category unit impact information, and use the single-category unit impact information as the type unit initial impact information.

[0154] Among them, the single-category unit impact information refers to the unit impact information when a single category produces an impact, and the single-category unit impact information is obtained by querying a database storing raw material deviation category information and single-category unit impact information, and the database is obtained by retrieving the relevant website of the raw material category or by pre-entering by the operator. When the number of raw material deviation categories is only one, it means that there is no mutual impact in the raw material deviation category information at this time, so the single-category unit impact information is determined by querying the raw material deviation category information and used as the category unit initial impact information, thereby improving the accuracy of the acquired category unit initial impact information.

[0155] Step S4714: Determine the single category unit impact information or the deviation category mutual impact information as the category unit initial impact information based on whether there is a judgment result in the raw material deviation category information that is consistent with the raw material impact category information.

[0156] Among them, the mutual influence information of deviation types refers to the influence information of each other in the deviation types. When the number of raw material deviation types is not only one, it means that there may be mutual influence in the raw material deviation type information at this time. Therefore, the judgment result of whether there is consistent with the raw material influence type information in the raw material deviation type information is analyzed. When there is no consistent with the raw material influence type information in the raw material deviation type information, it means that there is no mutual influence in the raw material deviation type information at this time. Therefore, the single type unit influence information is analyzed to determine the raw material deviation type information. When there is consistent with the raw material influence type information in the raw material deviation type information, it means that there is mutual influence in the raw material deviation type information at this time. Therefore, the deviation type mutual influence information is determined based on the raw material deviation type information that is consistent with the raw material influence type information, and then the single type unit influence information or the deviation type mutual influence information is used as the type unit initial influence information, thereby improving the accuracy of the acquired type unit initial influence information.

[0157] exist Figure 1 After step S400, in order to further ensure the rationality of outputting the operating parameter adjustment information to the stirring device, it is necessary to perform further separate analysis and calculation on the output of the operating parameter adjustment information to the stirring device. Figure 6 The steps shown are explained in detail.

[0158] Reference Figure 6 The steps after outputting the operating parameter adjustment information to the mixing device include the following steps:

[0159] Step S510: Obtain the current device model information of the stirring device.

[0160] The current device model information refers to the model information of the stirring device currently selected for stirring, and the current device model information is obtained by querying the stirring device currently used for stirring.

[0161] Step S520: Determine the required device model information corresponding to the detection type information according to the correspondence between the detection type information and the preset required device model information.

[0162] The required equipment model information refers to the model information of the stirring equipment that needs to be used when stirring the detected raw material type. The required equipment model information is obtained by querying from a database storing the detected type information and the required equipment model information, and the database is obtained after the operator pre-enters. The required equipment model information is determined by querying the detected type information, which is convenient for subsequent use.

[0163] Step S530: Analyze and determine device distinguishing parameter information based on the device model information and the current device model information.

[0164] Among them, the device distinguishing parameter information refers to the parameter information corresponding to the device model to be used when there is a difference between the device model currently used and the device model. The device parameters corresponding to the device model information and the current device model information are retrieved and compared respectively, and the comparison result is used as the device distinguishing parameter information for subsequent use.

[0165] Step S540: determining the device difference parameter unit influence information corresponding to the device difference parameter information according to the correspondence between the device difference parameter information and the preset device difference parameter unit influence information.

[0166] The unit impact information of equipment difference parameters refers to the unit impact information generated when the equipment has difference parameters. The unit impact information of equipment difference parameters is obtained by querying from a database storing equipment difference parameter information and equipment difference parameter unit impact information. The database is obtained after the operator conducts a test. The unit impact information of equipment difference parameters is determined by querying the equipment difference parameter information to facilitate subsequent use.

[0167] Step S550: Retrieve the detection type input value corresponding to the detection type information based on the real-time detection information of the raw material.

[0168] Among them, the real-time detection information of raw materials includes the detection type input value, which refers to the volume value of the detected raw material type input into the mixing equipment per unit time. The detection type input value corresponding to the detection type information is retrieved through the real-time detection information of raw materials, so as to facilitate subsequent use.

[0169] Step S560: Perform comprehensive analysis based on the detection type input value and the device difference parameter unit influence information to determine the device difference adjustment information, and output the device difference adjustment information to the mixing device.

[0170] Among them, the equipment difference adjustment information refers to the adjustment information for adjusting the operating parameters when there are differences in equipment models. The product of each impact parameter corresponding to the equipment difference parameter unit impact information is calculated by detecting the type input value, and the calculated product values ​​are combined as the equipment difference adjustment information, and then the equipment difference adjustment information is output to the mixing equipment, thereby reducing the impact of the equipment differences on the mixing effect, and then improving the mixing effect.

[0171] exist Figure 6 After step S560, in order to further ensure the rationality of outputting the device difference adjustment information to the mixing device, it is necessary to perform further separate analysis and calculation on the device difference adjustment information output to the mixing device. Figure 7 The steps shown are explained in detail.

[0172] Reference Figure 7 The step after outputting the device difference adjustment information to the mixing device includes the following steps:

[0173] Step S561: Acquire different historical operating time values ​​of the stirring equipment and the corresponding historical stirring result information.

[0174] Among them, the historical operating time value refers to the time value of the mixing equipment running at the historical time, and the historical mixing result information refers to the actual mixing result information obtained after the mixing equipment is mixed at the historical time. The historical operating time value and the corresponding historical mixing result information are obtained by real-time storage of the mixing equipment at the historical time and querying it when needed.

[0175] Step S562: Analyze the deviation between the historical mixing result information and the preset historical demand result information and use it as the historical result deviation value.

[0176] The historical demand result information refers to the mixing result information that the mixing equipment needs to achieve in the historical running time value. The historical demand result information is obtained and stored after the operator pre-enters the historical running time value. The historical result deviation value refers to the deviation degree value when the historical result has a deviation. The deviation between the historical mixing result information and the preset historical demand result information is analyzed and used as the historical result deviation value for subsequent use.

[0177] Step S563: Calculate the difference between two adjacent historical result deviation values ​​and use it as the historical result deviation change value.

[0178] Among them, the historical result deviation change value refers to the deviation change degree value when there is a deviation in the historical result. The difference between two adjacent historical result deviation values ​​is calculated and used as the historical result deviation change value to facilitate subsequent use.

[0179] Step S564: Calculate the quotient between the historical result deviation change value and the historical running time value and use it as the running time impact value.

[0180] The running time impact value refers to the degree of influence of the running time on the historical results of the device. The quotient between the historical result deviation change value and the historical running time value is calculated and used as the running time impact value for subsequent use.

[0181] Step S565: Get the current running time value.

[0182] The current running time value refers to the total running time value of the mixing device when it is running at the current time. The current running time value is obtained by querying at the current time.

[0183] Step S566: Calculate the product value between the current running time value and the running time impact value and use it as the result deviation estimate.

[0184] The result deviation estimate refers to the deviation value of the mixing result estimate. The product value between the current running time value and the running time impact value is calculated and used as the result deviation estimate for subsequent use.

[0185] Step S567: determining result deviation adjustment information corresponding to the result deviation estimation value according to the correspondence between the result deviation estimation value and the preset result deviation adjustment information, and outputting the result deviation adjustment information to the stirring device.

[0186] The result deviation adjustment information refers to the adjustment information that needs to be adjusted according to the deviation of the result caused by the operation result. The result deviation adjustment information is obtained by querying from a database storing the result deviation estimated value and the result deviation adjustment information, and the database is obtained by inputting after the operator performs an experiment. The result deviation adjustment information is determined by querying the result deviation estimated value and outputted to the mixing device, thereby reducing the influence of the running time on the mixing effect, thereby improving the mixing effect.

[0187] Reference Figure 8 Based on the same inventive concept, an embodiment of the present invention provides a stirring system for biofilm production, comprising:

[0188] Acquisition module 1, used to obtain current operating parameter information, real-time raw material detection information, current equipment model information, historical operating time value, historical mixing result information and current operating time value;

[0189] Memory 2, used to store Figures 1 to 7 A process for a stirring method for producing a biofilm as described in any one of the above;

[0190] Processor 3 loads the program in the execution memory and implements the following Figures 1 to 7 A stirring method for producing a biofilm as described in any one of the above.

[0191] Based on the same inventive concept, an embodiment of the present invention provides an intelligent terminal, including a memory and a processor, wherein the memory stores a program that can be loaded and executed by the processor. Figures 1 to 7 A computer program for a stirring method for producing a biofilm as described in any one of the above.

[0192] Those skilled in the art can clearly understand that for the convenience and simplicity of description, only the division of the above-mentioned functional modules is used as an example. In actual applications, the above-mentioned functions can be assigned to different functional modules as needed, that is, the internal structure of the device is divided into different functional modules to complete all or part of the functions described above. The specific working process of the system, device and unit described above can refer to the corresponding process in the aforementioned method embodiment, and will not be repeated here.

[0193] An embodiment of the present invention provides a computer-readable storage medium storing a computer program that can be loaded and executed by a processor. Figures 1 to 7 A computer program for a stirring method for producing a biofilm as described in any one of the above.

[0194] Computer storage media include, for example, various media that can store program codes, such as USB flash drives, mobile hard disks, read-only memories (ROM), random access memories (RAM), magnetic disks or optical disks.

[0195] The above is only a preferred embodiment of the present invention, and the protection scope of the present invention is not limited to the above embodiments. All technical solutions under the concept of the present invention belong to the protection scope of the present invention. It should be pointed out that for ordinary technicians in this technical field, some improvements and modifications without departing from the principle of the present invention should also be regarded as the protection scope of the present invention.

Claims

1. A stirring method for producing a biofilm, characterized in that: include: Obtain current operating parameter information of the mixing equipment and real-time detection information of raw materials; Determine raw material benchmark information based on current operating parameter information analysis; Analyze the deviation between the raw material real-time detection information and the raw material benchmark information and use it as the raw material deviation information; Determine the operating parameter adjustment information according to the raw material deviation information analysis, and output the operating parameter adjustment information to the mixing equipment; Methods for determining raw material benchmark information include: Determine whether a match can be found from the preset historical operating parameter database that is completely consistent with the current operating parameter information; If yes, retrieve the completely consistent reference raw material information based on the current operation parameter information, and use the completely consistent reference raw material information as the raw material reference information; If not, then based on the current operating parameter information, a search is performed from a preset historical operating parameter database to find out partially consistent parameters and use them as historical partially consistent parameter information; Analyze the deviation between the historical consistent parameter information and the current operating parameter information and use it as the historical parameter deviation information; Based on the historical partial parameter deviation information, retrieve the deviation parameter type information and parameter type deviation value; According to the correspondence between the deviation parameter type information and the preset deviation parameter type unit impact value, the deviation parameter type unit impact value corresponding to the deviation parameter type information is determined; Calculate the product of the deviation parameter type unit impact value and the parameter type deviation value and use it as the deviation type impact deviation value; Retrieving partially consistent benchmark raw material information based on historical partially consistent parameter information; The deviation type impact deviation value is added to the partially consistent reference raw material information to form the partially consistent adjusted raw material information, and the partially consistent adjusted raw material information is used as the raw material reference information.

2. The stirring method for producing a biofilm according to claim 1, characterized in that: The method for determining the operating parameter adjustment information includes: Retrieving raw material deviation type information and raw material deviation value based on raw material deviation information; Retrieve detection type information based on real-time detection information of raw materials; Determine whether the raw material deviation type information is consistent with the detection type information; If yes, the raw material deviation type information that is consistent with the detection type information is regarded as the raw material same type information; According to the correspondence between the raw material same type information and the preset raw material same type unit adjustment information, the raw material same type unit adjustment information corresponding to the raw material same type information is determined; Performing comprehensive processing based on the raw material deviation value and the raw material same type unit adjustment information to form raw material same type demand adjustment information, and using the raw material same type demand adjustment information as the operation parameter adjustment information; If not, determine the raw material deviation type unit impact information based on the raw material deviation type information analysis; Comprehensive processing is performed based on the raw material deviation value and the raw material deviation type unit impact information to form the raw material deviation type comprehensive impact information, and the raw material deviation type comprehensive impact information is used as the operation parameter adjustment information.

3. The stirring method for producing a biofilm according to claim 2, characterized in that: The methods for determining the unit impact information of the raw material deviation type include: Determine the initial impact information of the category unit based on the raw material deviation category information analysis; According to the correspondence between the raw material deviation type information and the preset raw material impact type information, the raw material impact type information corresponding to the raw material deviation type information is determined; Determine whether the detection category information is consistent with the raw material impact category information; If yes, the detection category information that is consistent with the raw material impact category information is used as the detection impact category information; According to the correspondence between the detection influence type information, the raw material deviation type information and the preset raw material type mutual influence information, the raw material type mutual influence information corresponding to the detection influence type information and the raw material deviation type information is determined; Based on the combination of the initial impact information of the type unit and the mutual impact information of the raw material types, the comprehensive impact information of the raw material types is formed, and the comprehensive impact information of the raw material types is used as the impact information of the raw material deviation type unit; If not, the type unit initial impact information is used as the raw material deviation type unit impact information.

4. The stirring method for producing a biofilm according to claim 3, characterized in that: Methods for determining the initial impact information of category units include: Retrieve the raw material deviation type numerical value based on the raw material deviation type information; Determine whether the number of raw material deviation types is only one; If yes, then determine the single type unit impact information corresponding to the raw material deviation type information according to the correspondence between the raw material deviation type information and the preset single type unit impact information, and use the single type unit impact information as the type unit initial impact information; If not, then the single category unit impact information or the deviation category mutual impact information is determined as the category unit initial impact information based on whether there is a judgment result in the raw material deviation category information that is consistent with the raw material impact category information.

5. The stirring method for producing a biofilm according to claim 2, characterized in that: The step after outputting the operating parameter adjustment information to the mixing device is also included, which is as follows: Get the current equipment model information of the mixing equipment; According to the correspondence between the detection type information and the preset required equipment model information, the required equipment model information corresponding to the detection type information is determined; Determine device distinguishing parameter information based on device model information and current device model information; According to the correspondence between the device difference parameter information and the preset device difference parameter unit influence information, the device difference parameter unit influence information corresponding to the device difference parameter information is determined; Retrieving the detection type input value corresponding to the detection type information based on the real-time detection information of the raw material; A comprehensive analysis is performed based on the detection type input value and the equipment difference parameter unit influence information to determine the equipment difference adjustment information, and the equipment difference adjustment information is output to the mixing equipment.

6. The stirring method for producing a biofilm according to claim 5, characterized in that: The step of outputting the device difference adjustment information to the mixing device is further included, which is as follows: Obtain different historical operating time values ​​of the mixing equipment and the corresponding historical mixing result information; Analyze the deviation between the historical mixing result information and the preset historical demand result information and use it as the historical result deviation value; Calculate the difference between two adjacent historical result deviation values ​​and use it as the historical result deviation change value; Calculate the quotient between the historical result deviation change value and the historical running time value and use it as the running time impact value; Get the current running time value; Calculate the product value between the current running time value and the running time impact value and use it as the result deviation estimate; According to the correspondence between the result deviation estimated value and the preset result deviation adjustment information, the result deviation adjustment information corresponding to the result deviation estimated value is determined, and the result deviation adjustment information is output to the mixing device.

7. A stirring system for biofilm production, characterized in that: include: The acquisition module is used to obtain the current operating parameter information, real-time raw material detection information, current equipment model information, historical operating time values, historical mixing result information and current operating time values; A memory for storing a program of the stirring method for producing a biofilm according to any one of claims 1 to 6; A processor is configured to load and execute a program in a memory and implement the stirring method for producing a biofilm according to any one of claims 1 to 6.

8. A stirring device for biofilm production, characterized in that: The method comprises a memory and a processor, wherein the memory stores a computer program that can be loaded by the processor and execute the stirring method for producing a biological film according to any one of claims 1 to 6.

9. A computer-readable storage medium, characterized in that: A computer program is stored which can be loaded by a processor and execute the stirring method for producing a biofilm according to any one of claims 1 to 6.

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