Dynamic dilution method of harmful substances in phosphogypsum based on cloud computing platform

Abstract

The invention provides a method for dynamically diluting harmful substances in phosphogypsum based on a cloud computing platform, which belongs to the field of cloud computing and comprises the following steps: S1. acquiring harmful substance processing data in the production process of phosphogypsum and constructing a database; S2. constructing a dynamic dilution model for harmful substances in phosphogypsum after processing the data in the database on the cloud computing platform; S3. real-time collection of on-site data of phosphogypsum production and uploading it to the cloud computing platform; S4. the cloud computing platform calculates and analyzes the on-site data using the dynamic dilution model for harmful substances in phosphogypsum to obtain a dynamic dilution scheme for harmful substances in phosphogypsum; a dynamic algorithm for diluting harmful substances in phosphogypsum according to different environmental protection standards implemented on the cloud computing platform can calculate dilution parameters in real time and accurately, improve processing efficiency and accuracy, and meet diversified environmental protection standards; thereby providing a basis and guarantee for building an Internet industry cluster for comprehensive utilization of phosphogypsum.

Description

Technical Field

[0001] The present invention relates to the field of cloud computing services, and in particular to a dynamic dilution method for harmful substances in phosphogypsum based on a cloud computing platform. Background Art

[0002] Phosphogypsum is a solid waste produced by the phosphate fertilizer industry, which may contain a variety of harmful substances. Common harmful substances include abnormal pH value, excessive heavy metal elements, and the presence of radioactive elements. In order to meet different environmental protection standards, these harmful substances need to be diluted. However, traditional treatment methods are often inefficient and difficult to accurately adjust in real time according to changing conditions and different standards.

[0003] With the development of cloud computing technology, using its powerful computing and storage capabilities to achieve dynamic calculation of the dilution of harmful substances in phosphogypsum can meet environmental protection requirements more efficiently and accurately. However, there is currently no mature and effective method to implement such specific dynamic algorithms on cloud computing platforms.

[0004] Therefore, there is an urgent need for a dynamic dilution method for harmful substances in phosphogypsum based on a cloud computing platform to solve the above problems. Summary of the invention

[0005] The purpose of the present invention is to provide a dynamic dilution method for harmful substances in phosphogypsum based on a cloud computing platform to solve the problems existing in the above-mentioned prior art.

[0006] To achieve the above object, the present invention provides the following solutions:

[0007] The present invention provides a dynamic dilution method for harmful substances in phosphogypsum based on a cloud computing platform, comprising the following steps:

[0008] S1. Obtain the data on the treatment of harmful substances in the production process of phosphogypsum and build a database;

[0009] S2. Process the data in the database on the cloud computing platform to build a dynamic dilution model for harmful substances in phosphogypsum;

[0010] S3. Collect phosphogypsum production site data in real time and upload it to the cloud computing platform;

[0011] S4. The cloud computing platform uses the dynamic dilution model of phosphogypsum harmful substances to calculate and analyze the on-site data to obtain a dynamic dilution plan for phosphogypsum harmful substances.

[0012] Preferably, in step S1, obtaining data on the treatment of harmful substances in the phosphogypsum production process includes obtaining historical production data, obtaining laboratory data, obtaining textbook data, and obtaining expert paper data.

[0013] Preferably, the hazardous substance treatment data includes the types of hazardous substances, the types of diluents used for various types of hazardous substances, and the minimum dilution multiple under environmental protection standards.

[0014] Preferably, the environmental protection standards include environmental protection standards for each region, environmental protection standards for each industry, and environmental protection standards for each application scenario.

[0015] Preferably, in step S2, processing the data in the database on the cloud computing platform includes:

[0016] S21. Delete duplicate data, handle missing values, and handle outliers;

[0017] S22. performing normalization conversion on the data;

[0018] S23. Integrate data from multiple data sources to eliminate data redundancy;

[0019] S24. Convert data into a unified format and unit to eliminate data inconsistencies;

[0020] S25. Perform dimensionality reduction processing on the data;

[0021] S26. Fuse the data.

[0022] Preferably, in step S2, the dynamic dilution model of harmful substances in phosphogypsum is:

[0023] ;

[0024] Among them, V 稀释剂 is the amount of diluent, C 0 is the original concentration of harmful substances, C 环保标准 is the concentration limit specified by environmental protection standards, V 原始 is the original volume of the hazardous material.

[0025] Preferably, step S2 further includes:

[0026] Functional testing: Design various scenarios for inputting data on harmful substances of phosphogypsum covering different ranges and extreme situations, including different pH values, contents of various heavy metal elements and radioactive element data, to verify the data processing and calculation functions of the dynamic dilution model of harmful substances of phosphogypsum; simulate the input of environmental protection standards of different regions and strictness, and check the adaptability and calculation accuracy of the dynamic dilution model of harmful substances of phosphogypsum to different standards;

[0027] Performance testing: Use stress generation tools to simulate a large number of concurrent data requests, measure the response time and processing capacity of the dynamic dilution model of phosphogypsum hazardous substances; monitor the CPU usage, memory usage, and network bandwidth of the cloud computing platform to evaluate resource utilization efficiency;

[0028] Accuracy test: Compare and analyze the calculation results of the dynamic dilution model of phosphogypsum harmful substances with the known accurate results or the results calculated by other authoritative methods; verify with the actual collected phosphogypsum harmful substances data and compare with the actual treatment measurement results;

[0029] Compatibility test: Run the dynamic dilution model of phosphogypsum hazardous substances in various operating system environments provided by the cloud computing platform, check its compatibility performance, and test the interactive compatibility with different types of databases;

[0030] Stability test: arrange long-term continuous operation experiments to observe the stability of the dynamic dilution model of harmful substances in phosphogypsum during long-term operation, apply high load pressure, and simulate the operation status of the dynamic dilution model of harmful substances in phosphogypsum under extreme conditions;

[0031] Security testing: Check the encryption measures in the data transmission and storage process to ensure data security and verify whether the access rights control of different users and roles to the dynamic dilution model and data of phosphogypsum hazardous substances is effective;

[0032] Scalability test: gradually increase the scale and complexity of input data, observe the scalability of the performance of the dynamic dilution model of phosphogypsum harmful substances, and test the expansion and update capabilities of the dynamic dilution model of phosphogypsum harmful substances when new environmental protection standards or types of harmful substances are added.

[0033] Preferably, step S3 includes: collecting data on harmful substances in real time through pH sensors, heavy metal element detection sensors, and radioactive element detection sensors installed on the phosphogypsum production line, and transmitting the data to a database of a cloud computing platform via a wireless network for storage.

[0034] Preferably, step S4 includes: the dynamic dilution model of harmful substances in phosphogypsum reads the real-time test data and the corresponding environmental protection standards in the database, calculates the dilution multiples required for the pH value, each heavy metal element and radioactive element to reach the concentration allowed by the environmental protection standards from the current concentration, comprehensively considers the dilution multiples of all harmful substances, selects the maximum value as the overall dilution scheme, and calculates the required diluent volume according to the current volume of phosphogypsum and the determined dilution multiple.

[0035] Preferably, it also includes:

[0036] S5. Feedback the dynamic dilution scheme of harmful substances in phosphogypsum to the on-site treatment equipment in real time to realize automatic control of diluent addition, and display the dynamic dilution scheme of harmful substances in phosphogypsum to users in the form of intuitive charts; continuously obtain new real-time data of harmful substances at certain time intervals, recalculate the dilution parameters, and dynamically adjust the amount of diluent added accordingly if the actual concentration of harmful substances after dilution does not meet the environmental protection standards; issue an early warning when the amount of diluent exceeds a certain threshold to remind users to adjust the treatment strategy.

[0037] Compared with the prior art, the present invention has achieved the following beneficial technical effects:

[0038] The present invention provides a method for dynamically diluting harmful substances in phosphogypsum based on a cloud computing platform, comprising the following steps: S1. Acquire harmful substance processing data in the production process of phosphogypsum and construct a database; S2. Construct a dynamic dilution model for harmful substances in phosphogypsum after processing the data in the database on the cloud computing platform; S3. Collect on-site data of phosphogypsum production in real time and upload it to the cloud computing platform; S4. The cloud computing platform calculates and analyzes the on-site data using the dynamic dilution model for harmful substances in phosphogypsum to obtain a dynamic dilution scheme for harmful substances in phosphogypsum; the dynamic algorithm for diluting harmful substances in phosphogypsum according to different environmental protection standards implemented on the cloud computing platform can calculate the dilution parameters in real time and accurately, improve the processing efficiency and accuracy, and meet various environmental protection standards; thereby providing a basis and guarantee for building an Internet industry cluster for comprehensive utilization of phosphogypsum. DETAILED DESCRIPTION

[0039] The following will be described clearly and completely in conjunction with the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0040] The purpose of the present invention is to provide a dynamic dilution method for harmful substances in phosphogypsum based on a cloud computing platform to solve the problems existing in the prior art.

[0041] In order to make the above-mentioned objects, features and advantages of the present invention more obvious and easy to understand, the present invention is further described in detail below in conjunction with specific implementation methods.

[0042] Embodiment 1:

[0043] This embodiment provides a method for dynamically diluting harmful substances in phosphogypsum based on a cloud computing platform, comprising the following steps:

[0044] S1. Obtain the data on the treatment of harmful substances in the production process of phosphogypsum and build a database;

[0045] Among them, obtaining the data on the treatment of harmful substances in the production process of phosphogypsum includes obtaining historical production data, laboratory data, textbook data, and expert paper data, which can provide favorable support; the harmful substance treatment data includes parameters such as the types of harmful substances, the types of diluents used for various types of harmful substances, and the minimum dilution multiple under environmental protection standards;

[0046] S2. Process the data in the database on the cloud computing platform to build a dynamic dilution model for harmful substances in phosphogypsum;

[0047] Among them, processing the data in the database on the cloud computing platform includes:

[0048] S21. Delete duplicate data, handle missing values, and handle outliers;

[0049] S22. performing normalization conversion on the data;

[0050] S23. Integrate data from multiple data sources to eliminate data redundancy;

[0051] S24. Convert data into a unified format and unit to eliminate data inconsistencies;

[0052] S25. Perform dimensionality reduction processing on the data;

[0053] S26. Fusing the data;

[0054] The dynamic dilution model of harmful substances in phosphogypsum is:

[0055] ;

[0056] Among them, V 稀释剂 is the amount of diluent, C 0 is the original concentration of harmful substances, C 环保标准 is the concentration limit specified by environmental protection standards, V 原始 is the original volume of the hazardous substance;

[0057] Also includes:

[0058] Functional testing: Design various scenarios for inputting data on harmful substances of phosphogypsum covering different ranges and extreme situations, including different pH values, contents of various heavy metal elements and radioactive element data, to verify the data processing and calculation functions of the dynamic dilution model of harmful substances of phosphogypsum; simulate the input of environmental protection standards of different regions and strictness, and check the adaptability and calculation accuracy of the dynamic dilution model of harmful substances of phosphogypsum to different standards;

[0059] Performance testing: Use stress generation tools to simulate a large number of concurrent data requests, measure the response time and processing capacity of the dynamic dilution model of phosphogypsum hazardous substances; monitor the CPU usage, memory usage, and network bandwidth of the cloud computing platform to evaluate resource utilization efficiency;

[0060] Accuracy test: Compare and analyze the calculation results of the dynamic dilution model of phosphogypsum harmful substances with the known accurate results or the results calculated by other authoritative methods; verify with the actual collected phosphogypsum harmful substances data and compare with the actual treatment measurement results;

[0061] Compatibility test: Run the dynamic dilution model of phosphogypsum hazardous substances in various operating system environments provided by the cloud computing platform, check its compatibility performance, and test the interactive compatibility with different types of databases;

[0062] Stability test: arrange long-term continuous operation experiments to observe the stability of the dynamic dilution model of harmful substances in phosphogypsum during long-term operation, apply high load pressure, and simulate the operation status of the dynamic dilution model of harmful substances in phosphogypsum under extreme conditions;

[0063] Security testing: Check the encryption measures in the data transmission and storage process to ensure data security and verify whether the access rights control of different users and roles to the dynamic dilution model and data of phosphogypsum hazardous substances is effective;

[0064] Scalability test: gradually increase the scale and complexity of input data, observe the scalability of the performance of the dynamic dilution model of phosphogypsum hazardous substances, and test the expansion and update capabilities of the dynamic dilution model of phosphogypsum hazardous substances when new environmental protection standards or types of hazardous substances are added;

[0065] S3. Collect data on the phosphogypsum production site in real time and upload it to the cloud computing platform; including: collecting data on harmful substances in real time through pH sensors, heavy metal element detection sensors, and radioactive element detection sensors installed on the phosphogypsum production line, and transmitting the data to the database of the cloud computing platform through a wireless network for storage;

[0066] S4. The cloud computing platform uses the dynamic dilution model of phosphogypsum harmful substances to calculate and analyze the on-site data to obtain a dynamic dilution plan for phosphogypsum harmful substances; including: the dynamic dilution model of phosphogypsum harmful substances reads the real-time test data and the corresponding environmental protection standards in the database, and calculates the dilution multiple required for the pH value, each heavy metal element and radioactive element to reach the concentration allowed by the environmental protection standard from the current concentration, and comprehensively considers the dilution multiples of all harmful substances, selects the maximum value as the overall dilution plan, and calculates the required diluent volume according to the current volume of phosphogypsum and the determined dilution multiple;

[0067] S5. Feedback the dynamic dilution scheme of harmful substances in phosphogypsum to the on-site treatment equipment in real time to realize automatic control of diluent addition, and display the dynamic dilution scheme of harmful substances in phosphogypsum to users in the form of intuitive charts; continuously obtain new real-time data of harmful substances at certain time intervals, recalculate the dilution parameters, and dynamically adjust the amount of diluent added accordingly if the actual concentration of harmful substances after dilution does not meet the environmental protection standards; issue an early warning when the amount of diluent exceeds a certain threshold to remind users to adjust the treatment strategy.

[0068] The dynamic dilution method of harmful substances in phosphogypsum based on a cloud computing platform provided by the present invention has the following characteristics:

[0069] Real-time: Ability to obtain data and perform calculations in real time, and adjust dilution strategies in a timely manner.

[0070] Accuracy: The powerful computing power of cloud computing and the comprehensive environmental standards database ensure the accuracy of the calculation results.

[0071] Flexibility: It can adapt to different environmental protection standards and the actual conditions of phosphogypsum, and has strong versatility and scalability.

[0072] High efficiency: Improve processing efficiency and ensure that phosphogypsum processing meets environmental protection requirements. Reduce waste of diluent and reduce processing costs. Be able to flexibly adapt to changes in environmental protection standards in different regions and at different times.

[0073] The present invention uses specific examples to illustrate the principles and implementation methods of the present invention. The above examples are only used to help understand the method and core ideas of the present invention. At the same time, for those skilled in the art, according to the ideas of the present invention, there will be changes in the specific implementation methods and application scopes. In summary, the content of this specification should not be understood as limiting the present invention.

Claims

1. A dynamic dilution method for harmful substances in phosphogypsum based on a cloud computing platform, characterized in that: The following steps are involved: S1. Obtain the data on the treatment of harmful substances in the production process of phosphogypsum and build a database; S2. Process the data in the database on the cloud computing platform to build a dynamic dilution model for harmful substances in phosphogypsum; In step S2, the dynamic dilution model of harmful substances in phosphogypsum is: Among them, V 稀释剂 is the amount of diluent, C0 is the original concentration of harmful substances, C 环保标准 is the concentration limit specified by environmental protection standards, V 原始 is the original volume of the hazardous substance; Step S2 also includes: Functional testing: Design various scenarios for inputting data on harmful substances of phosphogypsum covering different ranges and extreme situations, including different pH values, contents of various heavy metal elements and radioactive element data, to verify the data processing and calculation functions of the dynamic dilution model of harmful substances of phosphogypsum; simulate the input of environmental protection standards of different regions and strictness, and check the adaptability and calculation accuracy of the dynamic dilution model of harmful substances of phosphogypsum to different standards; Performance testing: Use stress generation tools to simulate a large number of concurrent data requests, measure the response time and processing capacity of the dynamic dilution model of phosphogypsum hazardous substances; monitor the CPU usage, memory usage, and network bandwidth of the cloud computing platform to evaluate resource utilization efficiency; Accuracy test: Compare and analyze the calculation results of the dynamic dilution model of phosphogypsum harmful substances with the known accurate results or the results calculated by other authoritative methods; verify with the actual collected phosphogypsum harmful substances data and compare with the actual treatment measurement results; Compatibility test: Run the dynamic dilution model of phosphogypsum hazardous substances in various operating system environments provided by the cloud computing platform, check its compatibility performance, and test the interactive compatibility with different types of databases; Stability test: arrange long-term continuous operation experiments to observe the stability of the dynamic dilution model of harmful substances in phosphogypsum during long-term operation, apply high load pressure, and simulate the operation status of the dynamic dilution model of harmful substances in phosphogypsum under extreme conditions; Security testing: Check the encryption measures in the data transmission and storage process to ensure data security and verify whether the access rights control of different users and roles to the dynamic dilution model and data of phosphogypsum hazardous substances is effective; Scalability test: gradually increase the scale and complexity of input data, observe the scalability of the performance of the dynamic dilution model of phosphogypsum hazardous substances, and test the expansion and update capabilities of the dynamic dilution model of phosphogypsum hazardous substances when new environmental protection standards or types of hazardous substances are added; S3. Collect phosphogypsum production site data in real time and upload it to the cloud computing platform; S4. The cloud computing platform uses the dynamic dilution model of phosphogypsum harmful substances to calculate and analyze the on-site data to obtain a dynamic dilution plan for phosphogypsum harmful substances.

2. The method for dynamically diluting harmful substances of phosphogypsum based on a cloud computing platform according to claim 1, characterized in that: In step S1, obtaining the data on the treatment of harmful substances in the production process of phosphogypsum includes obtaining historical production data, obtaining laboratory data, obtaining textbook data, and obtaining expert paper data.

3. The method for dynamically diluting harmful substances of phosphogypsum based on a cloud computing platform according to claim 2, characterized in that: Hazardous substance handling data include the types of hazardous substances, the types of diluents used for various types of hazardous substances, and the minimum dilution multiples under environmental protection standards.

4. The method for dynamically diluting harmful substances of phosphogypsum based on a cloud computing platform according to claim 3, characterized in that: Environmental protection standards include environmental protection standards for each region, environmental protection standards for each industry, and environmental protection standards for each application scenario.

5. The method for dynamic dilution of harmful substances of phosphogypsum based on a cloud computing platform according to claim 1, characterized in that: In step S2, processing the data in the database on the cloud computing platform includes: S21. Delete duplicate data, handle missing values, and handle outliers; S22. performing normalization conversion on the data; S23. Integrate data from multiple data sources to eliminate data redundancy; S24. Convert data into a unified format and unit to eliminate data inconsistencies; S25. Perform dimensionality reduction processing on the data; S26. Fuse the data.

6. The method for dynamically diluting harmful substances of phosphogypsum based on a cloud computing platform according to claim 1, characterized in that: Step S3 includes: collecting data on harmful substances in real time through pH sensors, heavy metal element detection sensors, and radioactive element detection sensors installed on the phosphogypsum production line, and transmitting the data to a database of a cloud computing platform via a wireless network for storage.

7. The method for dynamically diluting harmful substances of phosphogypsum based on a cloud computing platform according to claim 1, characterized in that: Step S4 includes: the dynamic dilution model of harmful substances in phosphogypsum reads the real-time test data and the corresponding environmental protection standards in the database, calculates the dilution multiples required for the pH value, each heavy metal element and radioactive element to reach the concentration allowed by the environmental protection standards from the current concentration, comprehensively considers the dilution multiples of all harmful substances, selects the maximum value as the overall dilution scheme, and calculates the required diluent volume according to the current volume of phosphogypsum and the determined dilution multiple.

8. The method for dynamically diluting harmful substances of phosphogypsum based on a cloud computing platform according to any one of claims 1 to 7, characterized in that: Also includes: S5. Feedback the dynamic dilution scheme of harmful substances in phosphogypsum to the on-site treatment equipment in real time to realize automatic control of diluent addition, and display the dynamic dilution scheme of harmful substances in phosphogypsum to users in the form of intuitive charts; continuously obtain new real-time data of harmful substances at certain time intervals, recalculate the dilution parameters, and dynamically adjust the amount of diluent added accordingly if the actual concentration of harmful substances after dilution does not meet the environmental protection standards; issue an early warning when the amount of diluent exceeds a certain threshold to remind users to adjust the treatment strategy.