Method and system for detecting water content of gel-state mesoporous material, medium and terminal
By combining computation and near-infrared detection, the lag and error problems in the detection of moisture content in gel-like mesoporous materials were solved, enabling real-time and accurate moisture content detection and meeting the needs of continuous production.
Patent Information
- Application Number
- CN202511217604.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-08-28
- Publication Date
- 2025-12-26
AI Technical Summary
Existing technologies for detecting the moisture content of gel-state mesoporous materials suffer from detection lag, non-real-time nature, large errors, high equipment costs, complex calibration, and difficult maintenance, making it difficult to meet the needs of continuous production.
A computational method combined with a near-infrared water content detection device is used to optimize the calculation and measurement values of the water content of the dried gel-state mesoporous material. Combined with the parameters of the transmission module and the data of the drying system, real-time detection is achieved.
This technology enables real-time and accurate detection of the water content in gel-state mesoporous materials, improving detection precision and meeting the real-time control requirements of continuous production.
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Figure CN121207910A_ABST
Abstract
Description
TECHNICAL FIELD
[0001] The present application relates to the technical field of chemical production process control, and in particular to a gel-state mesoporous material water content detection method, system, medium and terminal. BACKGROUND
[0002] The gel-state mesoporous material water content and the precision of the water content are the most critical parameters affecting whether it can be formed into a ball. At present, in the automatic production line, the material water content detection methods are mainly divided into two categories: artificial detection and machine detection. The artificial detection is represented by the drying and weighing method, which collects the material sample from the drying system through a sampling device, weighs the wet sample, places it in an oven to dry to a constant weight, then weighs the absolute dry sample, and calculates the water content. Although the precision is high, it has detection lag, cannot reflect the material state in the drying process in real time, is difficult to meet the real-time regulation and control demand of continuous production, and has insufficient sampling representativeness, local sample in batch production is difficult to reflect the overall material state, needs manual operation, is low in efficiency, and is not suitable for continuous production demand. The machine detection can realize continuous detection, but is greatly affected by the material form, environmental temperature and humidity, has high equipment cost, complex calibration, and great maintenance difficulty, and is prone to errors to make the detection value inaccurate. SUMMARY
[0003] In view of the deficiencies in the background art, the present application provides a gel-state mesoporous material water content detection method, system, medium and terminal, which solves the problem of inaccurate gel-state mesoporous material water content detection.
[0004] In a first aspect, the present application provides a gel-state mesoporous material water content detection method, comprising:
[0005] calculating the calculation value of the water content of the gel-state mesoporous material after drying;
[0006] obtaining the measurement value of the water content of the gel-state mesoporous material after drying detected by the near-infrared water content detection device;
[0007] based on the calculation value and the measurement value of the water content of the gel-state mesoporous material after drying, using optimization processing to the final water content of the gel-state mesoporous material after drying.
[0008] Further, the specific process of calculating the calculation value of the water content of the gel-state mesoporous material after drying is:
[0009] based on the material width, thickness and bulk density laid on the conveying module, and the conveying speed of the conveying module, calculating the initial wet material mass flow rate;
[0010] using the initial wet material moisture content of the gel-state mesoporous material before drying, calculating the initial wet material dry basis water content;
[0011] According to the initial wet material mass flow rate and the initial wet material moisture content of the gel-state mesoporous material before drying, the absolute dry material mass flow rate is calculated;
[0012] Based on the thermal efficiency, drying power and water vaporization potential, the material moisture evaporation amount is calculated;
[0013] Combined with the initial wet material mass flow rate, the initial wet material dry basis moisture content and the material moisture evaporation amount, the dry basis moisture content of the material dried by the drying system is calculated, and then the calculated value of the water content of the gel-state mesoporous material after drying is calculated.
[0014] Further, the conveying speed and the drying power are obtained after filtering and denoising processing of the actual conveying speed of the conveying module and the actual drying power of the drying system.
[0015] Further, after the calculated value of the water content of the gel-state mesoporous material after drying is calculated, the calculated value is further filtered and smoothed.
[0016] Further, the specific process of the near-infrared water content detection device detecting the measured value of the water content of the gel-state mesoporous material after drying is that the near-infrared water content detection device emits infrared light to the gel-state mesoporous material after drying, receives the returned infrared light wavelength, and then fits the function to output the corresponding water content of the gel-state mesoporous material after drying, wherein the fitting function is obtained by fitting the water content of the gel-state mesoporous material after drying and the corresponding infrared light wavelength.
[0017] Further, the specific process of the optimization processing to the final water content of the gel-state mesoporous material after drying is:
[0018] Based on the calculated value of the water content of the gel-state mesoporous material after drying And the measured value, the absolute value of the difference between the two is calculated, and the weight distribution is performed;
[0019] The sum of the absolute value after weight distribution and the minimum value in the calculated value and the measured value is obtained, and the final water content of the gel-state mesoporous material after drying is obtained.
[0020] In a second aspect, the present application provides a gel-state mesoporous material water content detection system, which is used to realize the method as described above, comprising:
[0021] The water content calculation and acquisition module is used to calculate and acquire the calculated value of the water content of the gel-state mesoporous material after drying;
[0022] The water content detection module is used to acquire the measured value of the water content of the gel-state mesoporous material after drying detected by the near-infrared water content detection device;
[0023] The water content final output module: based on the calculated value and the measured value of the water content of the dried gel-state mesoporous material, the optimized processing is adopted to the final water content of the dried gel-state mesoporous material.
[0024] Further, the system further comprises:
[0025] The visualization module: used for visualizing the final water content of the dried gel-state mesoporous material obtained by the water content final output module.
[0026] In a third aspect, the present application provides a readable storage medium: storing a computer program, the computer program is called by a processor to execute the steps of the method as described above.
[0027] In a fourth aspect, the present application provides an electronic terminal: comprising a processor and a memory, the memory stores a computer program, the processor calls the computer program to execute the steps of the method as described above.
[0028] The present application provides a gel-state mesoporous material water content detection method, system, medium and terminal, the method aims to realize the real-time detection of the water content of the dried gel-state mesoporous material dried by the drying system, in order to ensure the accuracy of the measurement result, the calculated value of the water content of the dried gel-state mesoporous material is obtained on the basis of the detection combination, not only realizes the real-time monitoring, but also improves the accuracy of the gel-state mesoporous material water content data. BRIEF DESCRIPTION OF DRAWINGS
[0029] In order to more clearly illustrate the technical solutions in the embodiments of the present application or the prior art, the following will briefly introduce the drawings needed to be used in the embodiment or prior art description. Obviously, the drawings in the following description are only some embodiments of the present application, and for those skilled in the art, other drawings can also be obtained without creative labor.
[0030] Figure 1 is the gel-state mesoporous material water content detection device schematic diagram provided by the embodiment of the present application;
[0031] Figure 2 is the flow chart of the gel-state mesoporous material water content detection method provided by the embodiment of the present application. DETAILED DESCRIPTION
[0032] In order to make the purpose, technical scheme and advantages of the present application more clear, the technical scheme of the present application will be described in detail below. Obviously, the described embodiments are only some embodiments of the present application, not all embodiments. Based on the embodiments in the present application, all other embodiments obtained by those skilled in the art without creative labor belong to the scope of protection of the present application.
[0033] The present application is based on the gel state mesoporous material water content detection device as shown in Figure 1 , the device comprises: bunker 2, discharge device 3, conveying module 4, drying system 5, near infrared water content detection device 6, PLC control module 8, host computer 9, embedded system 7; wherein, the bunker 2 is connected with the discharge device 3, the discharge device 3 transmits the gel state mesoporous material to the drying system 5 through the conveying module 4, the near infrared water content detection device 6, the conveying module 4, the host computer 9, the PLC control module 8 are connected with the embedded system 7, the host computer 9, the drying system are connected. In specific implementation, the gel state mesoporous material to be dried in the material bag 1 is disassembled and loaded into the bunker, the gel state mesoporous material to be dried in the bunker 2 is placed on the conveying module 4 through the discharge device 3, the conveying speed is set on the host computer 9 and sent to the frequency converter for speed regulation, the conveying module 4 loads and transports the gel state mesoporous material to be dried to pass through the drying system 5 at a uniform speed. The PLC control module 8 is used for controlling the drying power of the drying system 5. The near infrared water content detection device 6 is used for collecting the water content of the dried gel state mesoporous material. The drying system 5 is used for drying the gel state mesoporous material to be dried according to the drying power given by the PLC control module 8. The host computer 9 is used for setting the conveying speed and the drying power of the drying system and carries out, and the final water content result calculated by the host computer 9 is visualized. The embedded system 7 is used for corresponding data preprocessing and calculating the final water content result according to the received data.
[0034] Example 1
[0035] As shown in Figure 2 , the present embodiment provides a kind of gel state mesoporous material water content detection method, in specific implementation, gel state mesoporous material includes multiple, not to its kind is limited, the present embodiment is with aromatic adsorbent gel state mesoporous material as example and is described in detail, the method comprises the following steps:
[0036] S1: the calculated value of the water content of aromatic adsorbent gel state mesoporous material after drying is obtained by calculation . Specific process is as follows:
[0037] S101: based on the material width , thickness And bulk density Paved on conveying module, the conveying speed of conveying module , calculate initial wet material mass flow rate , calculation formula is as follows:
[0038]
[0039] Preferably, the conveying speed The actual conveying speed of the conveying module is obtained after filtering and denoising.
[0040] S102: Calculate the initial wet material dry basis moisture content of the aromatic adsorbent gel state mesoporous material before drying , by using the initial wet material wet basis moisture content , the calculation formula is as follows:
[0041]
[0042] S103: Calculate the absolute dry material mass flow rate , according to the initial wet material mass flow rate and the initial wet material wet basis moisture content of the aromatic adsorbent gel state mesoporous material before drying , the calculation formula is as follows:
[0043]
[0044] S104: Calculate the material moisture evaporation amount based on the thermal efficiency , the drying power , the latent heat of water vaporization (constant, 2490 kJ / kg in this embodiment), the calculation formula is as follows:
[0045]
[0046] Preferably, the drying power is obtained after filtering and denoising after obtaining the actual drying power of the drying system.
[0047] S105: Calculate the dry basis moisture content of the material dried by the drying system , by combining the initial wet material mass flow rate , the initial wet material dry basis moisture content , and the material moisture evaporation amount , and further calculate the calculated value of the water content of the aromatic adsorbent gel state mesoporous material after drying :
[0048] The dry basis moisture content of the material dried by the drying system :
[0049] ;
[0050] The calculated value of the water content of the aromatic adsorbent gel state mesoporous material after drying :
[0051]
[0052] Preferably, after the calculation value of the water content of the dried aromatic adsorbent gel-state mesoporous material is obtained, the calculation value is further filtered and smoothed:
[0053]
[0054] By introducing a low-pass filter , high-frequency signals are filtered out, making the data smoother.
[0055] S2: Obtain the measurement value of the water content of the dried aromatic adsorbent gel-state mesoporous material detected by the near-infrared water content detection device , the specific process is: the near-infrared water content detection device emits infrared light to the dried aromatic adsorbent gel-state mesoporous material, receives the returned infrared light wavelength, and then fits the function to output the water content of the dried aromatic adsorbent gel-state mesoporous material corresponding to the returned infrared light wavelength, wherein the fitting function is obtained by fitting the water content of several groups of dried aromatic adsorbent gel-state mesoporous materials and the corresponding infrared light wavelength.
[0056] S3: Based on the calculation value and the measurement value of the water content of the dried aromatic adsorbent gel-state mesoporous material, the final water content of the dried aromatic adsorbent gel-state mesoporous material is obtained by optimization processing .
[0057] S301: Based on the calculation value and the measurement value of the water content of the dried aromatic adsorbent gel-state mesoporous material, the absolute value of the difference between the two is calculated , and the weight distribution is performed;
[0058] S302: Sum the minimum value between the absolute value after weight distribution and the calculation value and the measurement value to obtain the final water content of the dried aromatic adsorbent gel-state mesoporous material :
[0059]
[0060] , wherein is the assigned weight.
[0061] Example 2
[0062] The present embodiment provides a gel-state mesoporous material water content detection system, which is used to realize the method as described above. In specific implementation, the gel-state mesoporous material includes various types, and the types are not limited. The present embodiment takes the aromatic adsorbent gel-state mesoporous material as an example for detailed description. The system comprises:
[0063] water content calculation obtaining module: configured to obtain a calculated value of the water content of the dried aromatic adsorbent gel-state mesoporous material by calculation;
[0064] water content detection module: configured to obtain a measured value of the water content of the dried aromatic adsorbent gel-state mesoporous material detected by the near-infrared water content detection device;
[0065] water content final output module: configured to obtain the final water content of the dried aromatic adsorbent gel-state mesoporous material based on the calculated value and the measured value of the water content of the dried aromatic adsorbent gel-state mesoporous material and by optimization processing.
[0066] Preferably, the system further comprises:
[0067] visualization module: configured to visualize the final water content of the dried aromatic adsorbent gel-state mesoporous material obtained by the water content final output module.
[0068] Embodiment 3
[0069] The embodiment provides a readable storage medium: the readable storage medium stores a computer program, and the computer program is invoked by a processor to execute steps of the method.
[0070] Embodiment 4
[0071] The embodiment provides an electronic terminal: the electronic terminal comprises a processor and a memory, the memory stores a computer program, and the processor invokes the computer program to execute steps of the method.
[0072] It should be understood that, in the embodiments of the present application, the processor can be a central processing unit (CPU), and the processor can also be other general-purpose processors, digital signal processors (DSP), application specific integrated circuits (ASIC), field-programmable gate arrays (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. The general-purpose processor can be a microprocessor or the processor can also be any conventional processor. The memory can include read-only memory and random access memory, and provide instructions and data for the processor. Part of the memory can also include non-volatile random access memory. For example, the memory can also store device type information.
[0073] The readable storage medium is a computer readable storage medium, which can be an internal storage unit of the controller, such as a hard disk or a memory of the controller. The readable storage medium can also be an external storage device of the controller, such as a plug-in hard disk, a smart media card (SMC), a secure digital (SD) card, a flash card, etc. Further, the readable storage medium can include both the internal storage unit and the external storage device of the controller. The readable storage medium is used to store the computer program and other programs and data required by the controller. The readable storage medium can also be used to temporarily store data that has been output or will be output.
[0074] Based on such understanding, the technical solutions of the present application, essentially or in the contribution to the prior art, or all or part of the technical solutions can be embodied in the form of a software product. The computer software product is stored in a storage medium, and includes several instructions for making a computer device (which can be a personal computer, a server, or a network device, etc.) execute all or part of the steps of the methods described in the various embodiments of the present application. The aforementioned readable storage medium includes: a U disk, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk, and various media that can store program codes.
[0075] It can be understood that the same or similar parts in the above embodiments can be mutually referred to, and the content not described in detail in some embodiments can refer to the same or similar content in other embodiments.
[0076] Although the embodiments of the present application have been shown and described above, it can be understood that the above embodiments are exemplary and cannot be understood as limiting the present application. Those skilled in the art can make changes, modifications, replacements and variations to the above embodiments within the scope of the present application.
Claims
1. A method for detecting the water content of a gel-state mesoporous material, characterized by, The method comprises the following steps: calculating the calculated value of the water content of the dried gel-state mesoporous material; obtaining the measured value of the water content of the dried gel-state mesoporous material detected by the near-infrared water content detection device; based on the calculated value and the measured value of the water content of the dried gel-state mesoporous material, using optimization processing to obtain the final water content of the dried gel-state mesoporous material.
2. The method of claim 1, wherein, The specific process of calculating the calculated value of the water content of the dried gel-state mesoporous material is as follows: based on the width, thickness and bulk density of the material laid on the conveying module, the conveying speed of the conveying module, calculating the initial wet material mass flow rate; using the initial wet material wet-basis water content of the gel-state mesoporous material before drying, calculating the initial wet material dry-basis water content; according to the initial wet material mass flow rate and the initial wet material wet-basis water content of the gel-state mesoporous material before drying, calculating the absolute dry material mass flow rate; based on the thermal efficiency, drying power and water vaporization latent heat, calculating the water evaporation amount of the material; combining the initial wet material mass flow rate, the initial wet material dry-basis water content and the water evaporation amount of the material, calculating the dry-basis water content of the material dried by the drying system, and then calculating the calculated value of the water content of the dried gel-state mesoporous material.
3. The method of claim 2, wherein, Both the conveying speed and the drying power are obtained after filtering and denoising processing of the actual conveying speed of the conveying module and the actual drying power of the drying system.
4. The method of claim 3, wherein, After calculating the calculated value of the water content of the dried gel-state mesoporous material, the calculated value is also subjected to filtering and smoothing processing.
5. The method of claim 1, wherein, The specific process of obtaining the measured value of the water content of the dried gel-state mesoporous material detected by the near-infrared water content detection device is as follows: the near-infrared water content detection device emits infrared light to the dried gel-state mesoporous material, receives the returned infrared light wavelength, and then fits a function to output the water content of the dried gel-state mesoporous material corresponding to the returned infrared light wavelength, wherein the fitting function is obtained by fitting the water content of a plurality of groups of dried gel-state mesoporous materials and the corresponding infrared light wavelengths.
6. The method of claim 1, wherein, The specific process of using optimization processing to obtain the final water content of the dried gel-state mesoporous material is as follows: based on the calculated value and the measured value of the water content of the dried gel-state mesoporous material, calculating the absolute value of the difference between the two, and performing weight distribution; summing the minimum value in the calculated value and the measured value of the absolute value after weight distribution, to obtain the final water content of the dried gel-state mesoporous material.
7. A gel state mesoporous material water content detection system for implementing the method of any one of claims 1-6, characterized in that, The method comprises the following steps: a water content calculation obtaining module for calculating the calculated value of the water content of the dried gel-state mesoporous material; a water content detection module for obtaining the measured value of the water content of the dried gel-state mesoporous material detected by the near-infrared water content detection device; a water content final output module for using optimization processing to obtain the final water content of the dried gel-state mesoporous material based on the calculated value and the measured value of the water content of the dried gel-state mesoporous material.
8. The system of claim 7, wherein, The system further comprises: a visualization module for visualizing and displaying the final water content of the dried gel-state mesoporous material obtained by the water content final output module.
9. A readable storage medium characterized by: The computer program is stored in the memory and is called by the processor to execute the steps of the method of any one of claims 1-6.
10. An electronic terminal, characterized by: A computer program product comprising a processor and a memory storing a computer program, the processor invoking the computer program to perform the steps of the method of any of claims 1-6.