A method, system, platform and device for detecting mixed running based on visual analysis

Abstract

The present invention discloses a method, system, platform and device for detecting mixing based on visual analysis, wherein the method generates and obtains first data and second data corresponding to a concentrated liquid to be detected for mixing; wherein the first data is surface image data of the concentrated liquid to be detected for mixing; the second data is standard sample image data corresponding to the concentrated liquid; generates and obtains first threshold data corresponding to the mineral content, and according to the first threshold data, combines the first data and the second data, determines and generates third data corresponding to the concentrated liquid to be detected for mixing in real time; generates corresponding fourth data according to the third data; wherein the fourth data is mixing warning signal data, and the system, platform and device corresponding to the method, so as to improve the stability and safety of production operation. The device has a simple structure, is easy to install and maintain, has high operating reliability and strong compatibility.

Description

Technical Field

[0001] The present invention belongs to the technical field of running-in and running-out detection and processing, and specifically relates to a running-in and running-out detection method, system, platform and device based on visual analysis. Background Art

[0002] In the field of mining, with the continuous development of science and technology, various automation technologies are becoming more and more mature. Intelligence, automation and unmanned operation are the general trend of future mining development. In order to realize automated and unmanned operation, various detection and sensing devices must be configured. Among them, mixing detection is an important parameter for the automatic control of mineral processing and concentration process. The traditional measurement method relies on the naked eye to observe the color of the water surface above the concentration tank to determine whether there is mixing. In addition, the traditional mixing detection also has technical problems such as low reliability and poor compatibility.

[0003] Therefore, in view of the technical defects of the above traditional measurement method, which relies on on-site observation of the color of the water surface above the concentration tank with the naked eye to determine whether there is mixing, as well as low reliability and poor compatibility, it is urgent to design and develop a mixing detection method, system, platform and device based on visual analysis. Summary of the invention

[0004] In order to overcome the shortcomings and difficulties of the above-mentioned prior art, the purpose of the present invention is to provide a method, system, platform and device for running and mixing detection based on visual analysis to improve the stability and safety of production operation.

[0005] The first purpose of the present invention is to provide a method for detecting mixing errors based on visual analysis; the second purpose of the present invention is to provide a system for detecting mixing errors based on visual analysis; the third purpose of the present invention is to provide a device for detecting mixing errors based on visual analysis; the third purpose of the present invention is to provide a platform for detecting mixing errors based on visual analysis.

[0006] The first object of the present invention is achieved in that the method comprises the following steps: Generate and obtain first data and second data corresponding to the concentrated liquid to be tested for mixing respectively; wherein the first data is surface image data of the concentrated liquid to be tested for mixing; and the second data is standard sample image data corresponding to the concentrated liquid; Generate and obtain first threshold data corresponding to the mineral content, and determine and generate third data corresponding to the concentrated liquid to be tested in real time based on the first threshold data, combined with the first data and the second data; wherein the third data is the state data of the mineral content in the concentrated liquid; According to the third data, corresponding fourth data is generated; wherein the fourth data is out-of-mix warning signal data.

[0007] The second object of the present invention is achieved by: the system is applied to the visual analysis-based running mixed detection method, and the system comprises: A first data generating unit is used to generate and obtain first data and second data corresponding to the concentrated liquid to be tested for mixing; wherein the first data is surface image data of the concentrated liquid to be tested for mixing; and the second data is standard sample image data corresponding to the concentrated liquid; The second data generating unit is used to generate and obtain first threshold data corresponding to the mineral content, and determine and generate third data corresponding to the concentrated liquid to be tested in real time based on the first threshold data, combined with the first data and the second data; wherein the third data is the state data of the mineral content in the concentrated liquid; The third data generating unit is used to generate corresponding fourth data according to the third data; wherein the fourth data is out-of-mix warning signal data.

[0008] The third object of the present invention is achieved in this way: the device is used to implement the running-mixing detection method based on visual analysis; The device comprises a black box for installing the detection equipment and placed on the surface of the concentrated liquid, wherein the bottom of the black box is 1-2 cm below the surface of the concentrated liquid; one-third of the area inside the black box is a standard sample pool; At least one image acquisition device is disposed on the inner upper side of the black box for respectively acquiring the concentrated liquid surface image data and the standard sample pool liquid surface image data; at least one illumination light source is disposed on one side of the image acquisition device for providing illumination; At least one control box is arranged outside the black box; at least one micro visual analysis computer is arranged inside the control box for running mixed visual analysis.

[0009] The fourth objective of the present invention is achieved as follows: the platform includes a processor, a memory, and a running-mixing detection platform control program based on visual analysis; wherein, the running-mixing detection platform control program based on visual analysis is executed by the processor, the running-mixing detection platform control program based on visual analysis is stored in the memory, and the running-mixing detection platform control program based on visual analysis implements the running-mixing detection method based on visual analysis.

[0010] The present invention generates and obtains first data and second data corresponding to the concentrated liquid to be tested for running and mixing respectively through a method; wherein the first data is the surface image data of the concentrated liquid to be tested for running and mixing; the second data is the standard sample image data corresponding to the concentrated liquid; generates and obtains first threshold data corresponding to the mineral content, and based on the first threshold data, combines the first data and the second data, generates in real time a third data corresponding to the concentrated liquid to be tested for running and mixing; wherein the third data is the status data of the mineral content in the concentrated liquid; generates corresponding fourth data based on the third data; wherein the fourth data is the running and mixing warning signal data, as well as a system, platform and device corresponding to the method, so as to improve the stability and safety of production operation.

[0011] That is to say, through the scheme of the present invention, a visual analysis method is adopted to collect the image data of the water surface of the concentration tank, and whether there is a running and mixing phenomenon is automatically analyzed according to the influencing data. If there is, a running and mixing alarm signal is issued to provide running and mixing data for the automatic control of the mineral processing and concentration process, that is, the scheme of the present invention replaces manual work, automatically detects the running and mixing phenomenon of the concentration tank, and provides running and mixing alarm data for the automatic control of the concentration tank to improve the stability and safety of production operation. In addition, the device involved in the present invention has a simple structure, convenient installation and maintenance, high operating reliability and strong compatibility. BRIEF DESCRIPTION OF THE DRAWINGS

[0012] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0013] Figure 1 A schematic diagram of the steps of a running mixed detection method based on visual analysis of the present invention; Figure 2 The present invention is a schematic diagram of a running mixed detection system architecture based on visual analysis; Figure 3 The present invention is a schematic diagram of the structure of a running mixed detection device based on visual analysis; Figure 4 The present invention is a schematic diagram of the structure of a running mixed detection platform based on visual analysis.

[0014] In the figure: 1-black box; 2-standard sample pool; 3-image acquisition instrument; 4-illumination light source; 5-control box; 6-microcomputer; 7-output interface. DETAILED DESCRIPTION

[0015] In order to better understand the purpose, technical solutions and advantages of the present invention, the present invention is further described below in conjunction with the accompanying drawings and specific implementation methods. Those skilled in the art can easily understand other advantages and effects of the present invention from the contents disclosed in this specification.

[0016] The present invention may also be implemented or applied through other different specific examples, and the details in this specification may also be modified and changed in various ways based on different viewpoints and applications without departing from the spirit of the present invention.

[0017] It should be noted that if the embodiments of the present invention involve directional indications (such as up, down, left, right, front, back...), the directional indications are only used to explain the relative position relationship, movement status, etc. between the components under a certain specific posture (as shown in the accompanying drawings). If the specific posture changes, the directional indication will also change accordingly.

[0018] In addition, if there are descriptions involving "first", "second", etc. in the embodiments of the present invention, the descriptions of "first", "second", etc. are only used for descriptive purposes and cannot be understood as indicating or suggesting their relative importance or implicitly indicating the number of the indicated technical features. Therefore, the features defined as "first" and "second" may explicitly or implicitly include at least one of the features. Secondly, the technical solutions between the various embodiments can be combined with each other, but they must be based on the ability of ordinary technicians in the field to implement them. When the combination of technical solutions is contradictory or cannot be implemented, it should be deemed that such a combination of technical solutions does not exist and is not within the scope of protection required by the present invention.

[0019] Preferably, the visual analysis-based running mixed detection method of the present invention is applied in one or more terminals or servers. The terminal is a device that can automatically perform numerical calculations and / or information processing according to pre-set or stored instructions, and its hardware includes but is not limited to microprocessors, application specific integrated circuits (ASIC), field-programmable gate arrays (FPGA), digital signal processors (DSP), embedded devices, etc.

[0020] The terminal can be a computing device such as a desktop computer, a notebook, a PDA, a cloud server, etc. The terminal can interact with the client through a keyboard, a mouse, a remote control, a touch pad, or a voice control device.

[0021] The present invention is to realize a method, system, platform and storage medium for detecting mixing and running based on visual analysis.

[0022] like Figure 1 , Figure 3 , which is a flow chart of a method for detecting mixing based on visual analysis provided by an embodiment of the present invention.

[0023] In this embodiment, the visual analysis-based running mixed detection method can be applied to a terminal with a display function or a fixed terminal. The terminal is not limited to a personal computer, a smart phone, a tablet computer, a desktop computer or an all-in-one computer equipped with a camera, etc.

[0024] The visual analysis-based mixed detection method can also be applied to a hardware environment consisting of a terminal and a server connected to the terminal through a network. The network includes but is not limited to: a wide area network, a metropolitan area network, or a local area network. The visual analysis-based mixed detection method of the embodiment of the present invention can be executed by a server, or by a terminal, or by both a server and a terminal.

[0025] For example, for a terminal that needs to perform a running mixed detection function based on visual analysis, the running mixed detection function based on visual analysis provided by the method of the present invention can be directly integrated on the terminal, or a client for implementing the method of the present invention can be installed. For another example, the method provided by the present invention can also be run on a server or other device in the form of a software development kit (SDK), and an interface for the running mixed detection function based on visual analysis is provided in the form of SDK. The terminal or other device can implement the running mixed detection function based on visual analysis through the provided interface. The present invention is further described below in conjunction with the accompanying drawings.

[0026] The present invention will be further described in detail below in conjunction with the accompanying drawings. Figure 1-Figure 4 As shown, the present invention provides a method for detecting mixed running based on visual analysis, wherein the method comprises the following steps: S01, respectively generate and obtain first data and second data corresponding to the concentrated liquid to be tested for mixing; wherein the first data is surface image data of the concentrated liquid to be tested for mixing; and the second data is standard sample image data corresponding to the concentrated liquid; S02, generating and acquiring first threshold data corresponding to the mineral content, and determining and generating third data corresponding to the concentrated liquid to be tested in real time according to the first threshold data, in combination with the first data and the second data; wherein the third data is the state data of the mineral content in the concentrated liquid; S03. Generate corresponding fourth data according to the third data; wherein the fourth data is out-of-mix warning signal data.

[0027] The step of respectively generating and acquiring the first data and the second data corresponding to the concentrated solution to be tested by mixing includes: S011, generating and acquiring first control data corresponding to the first data; wherein the first control data is control activation signal data for generating the first data; S012. Generate and acquire second control data corresponding to the second data; wherein the second control data is control activation signal data for generating the second data.

[0028] The step of respectively generating and acquiring the first data and the second data corresponding to the concentrated solution to be tested by mixing includes: S013, determining whether the data volume between the first data and the second data satisfies a one-to-two relationship, if so, executing the next step, otherwise, reacquiring the corresponding image data.

[0029] The method of generating and acquiring first threshold data corresponding to the mineral content, and determining and generating third data corresponding to the concentrated liquid to be tested in real time based on the first threshold data and in combination with the first data and the second data, further includes: S021. Generate fifth data corresponding to the first data according to the first data, and process the fifth data by color space conversion; wherein the fifth data is color difference data corresponding to the first data, including brightness difference, red-green difference, and yellow-blue difference; S022. Generate sixth data corresponding to the second data according to the second data, and process the sixth data by color space conversion; wherein the sixth data is color difference data corresponding to the second data: including brightness difference, red-green difference, and yellow-blue difference.

[0030] The step of generating corresponding fourth data according to the third data further includes: S031. Generate corresponding third control data according to the fourth data; wherein the third control data is control signal data of the relay action; S032. Based on the third control data, generate in real time seventh data corresponding to the concentrated liquid to be tested for mixing; wherein the seventh data is current concentrated liquid alarm status data.

[0031] Specifically, in an embodiment of the present invention, a running and mixing detection method based on visual analysis is provided. The visual analysis method is adopted to collect the water surface image data of the concentration tank, and whether there is a running and mixing phenomenon is automatically analyzed according to the influencing data. If it exists, a running and mixing alarm signal is issued to provide running and mixing data for the automatic control of the mineral processing and concentration process.

[0032] The present invention also provides a running-mixing detection device based on visual analysis, which consists of a black box 1, a standard sample pool 2, an image acquisition device 3, an illumination light source 4, a control box 5, a microcomputer 6 and an output interface 7.

[0033] In the scheme of the present invention, the black box is placed above the water surface of the concentration tank, and the bottom of the black box is about 1-2 cm below the water surface. One-third of the area inside the black box is the standard sample pool, which is not connected to the concentration tank and is filled with clean water.

[0034] An image acquisition device is installed above the black box, between the sample pool and the concentration pool. In the acquired image, 1 / 3 of the area is the standard sample pool water surface image data, and 2 / 3 of the area is the concentration pool water surface image data.

[0035] An LED lighting lamp is installed on the side above the black box to provide lighting for image acquisition inside the black box.

[0036] A control box is installed on the side of the black box, and a micro visual analysis computer is installed in the control box. The micro visual analysis computer has an Ethernet interface, an HDMI interface, a USB interface, and a DIP interface. The computer is configured with an Ubuntu operating system and contains a running mixed visual analysis software.

[0037] The micro visual analysis computer collects image data from the image acquisition instrument through the Ethernet interface. The image data includes standard sample image data (clear water image) and thickening tank water surface image data. By comparing the color difference of the two image data, the iron ore content in the thickening tank is determined. When the iron ore content value exceeds the set threshold, a run-mix alarm signal is sent to the DIP interface.

[0038] In order to adapt to different application requirements, such as the printing industry, the data needs to be converted into color spaces such as RGB or CMYK. The conversion can be achieved through mathematical formulas or color management systems (such as Adobe Photoshop) to ensure high accuracy and consistency. The DIP interface is connected to the alarm output control board. The control board is equipped with a relay, which converts the DIP output signal into a relay output signal through voltage conversion. When the relay is activated, it means that the concentration tank is currently in an alarm state. In other words, this solution, as a whole, includes a black box and a control box. The black box is fixed on the mounting bracket, and the mounting bracket is fixed on the side of the concentration tank. The bottom of the black box is 1~2cm lower than the water level of the concentration tank. After the installation is completed, connect a 24VDC power supply, and connect the run-mix alarm output to the DO point of the PLC to realize the run-mix alarm function of the concentration tank.

[0039] To achieve the above object, the present invention also provides a running mixed detection system based on visual analysis, such as Figure 2As shown, the system is applied to the running-mixing detection method based on visual analysis, and the system includes: A first data generating unit is used to generate and obtain first data and second data corresponding to the concentrated liquid to be tested for mixing; wherein the first data is surface image data of the concentrated liquid to be tested for mixing; and the second data is standard sample image data corresponding to the concentrated liquid; The second data generating unit is used to generate and obtain first threshold data corresponding to the mineral content, and determine and generate third data corresponding to the concentrated liquid to be tested in real time based on the first threshold data, combined with the first data and the second data; wherein the third data is the state data of the mineral content in the concentrated liquid; The third data generating unit is used to generate corresponding fourth data according to the third data; wherein the fourth data is out-of-mix warning signal data.

[0040] The first data generating unit further includes: A first generating module, configured to generate and obtain first control data corresponding to the first data; wherein the first control data is control activation signal data for generating the first data; A second generating module, used to generate and obtain second control data corresponding to the second data; wherein the second control data is control activation signal data for generating the second data; And / or, the second data generating unit further includes: A third generating module is used to generate fifth data corresponding to the first data according to the first data, and process the fifth data by color space conversion; wherein the fifth data is color difference data corresponding to the first data, including brightness difference, red-green difference and yellow-blue difference; a fourth generating module, configured to generate sixth data corresponding to the second data according to the second data, and process the sixth data by color space conversion; wherein the sixth data is color difference data corresponding to the second data, including brightness difference, red-green difference, and yellow-blue difference; And / or, the third data generating unit further includes: A fifth generating module, used to generate corresponding third control data according to the fourth data; wherein the third control data is control signal data of the relay action; The sixth generating module is used to generate seventh data corresponding to the concentrated liquid to be tested for mixing in real time based on the third control data; wherein the seventh data is the alarm status data of the current concentrated liquid.

[0041] The first data generating unit further includes: The first determination module is used to determine whether the data volume between the first data and the second data satisfies a one-to-two relationship. If so, the next step is executed; otherwise, the corresponding image data is reacquired.

[0042] In the system solution embodiment of the present invention, the method steps involved in the running-in and running-out detection based on visual analysis have been described above in detail. That is to say, the functional modules in the system are used to implement the steps or sub-steps in the above method embodiment, which will not be repeated here.

[0043] To achieve the above objectives, the present invention also provides a running mixed detection platform based on visual analysis, such as Figure 4 As shown, it includes a processor, a memory, and a running mixed detection platform control program based on visual analysis; wherein, the running mixed detection platform control program based on visual analysis is executed by the processor, the running mixed detection platform control program based on visual analysis is stored in the memory, and the running mixed detection platform control program based on visual analysis implements the running mixed detection method steps based on visual analysis. For example: S01, respectively generate and obtain first data and second data corresponding to the concentrated liquid to be tested for mixing; wherein the first data is surface image data of the concentrated liquid to be tested for mixing; and the second data is standard sample image data corresponding to the concentrated liquid; S02, generating and acquiring first threshold data corresponding to the mineral content, and determining and generating third data corresponding to the concentrated liquid to be tested in real time according to the first threshold data, in combination with the first data and the second data; wherein the third data is the state data of the mineral content in the concentrated liquid; S03. Generate corresponding fourth data according to the third data; wherein the fourth data is out-of-mix warning signal data.

[0044] The specific details of the steps have been explained above and will not be repeated here.

[0045] In the embodiment of the present invention, the built-in processor of the visual analysis-based running mixed detection platform can be composed of an integrated circuit, for example, it can be composed of a single packaged integrated circuit, or it can be composed of multiple integrated circuits with the same function or different functions, including one or more central processing units (CPU), microprocessors, digital processing chips, graphics processors, and various control chips. The processor uses various interfaces and lines to connect various components, and executes or executes programs or units stored in the memory, and calls data stored in the memory to perform various functions of running mixed detection based on visual analysis and process data; The memory is used to store program codes and various data. It is installed in the running and mixing detection platform based on visual analysis, and realizes high-speed and automatic access to programs or data during operation.

[0046] The memory includes read-only memory (ROM), random access memory (RAM), programmable read-only memory (PROM), erasable programmable read-only memory (EPROM), one-time programmable read-only memory (OTPROM), electronically erasable programmable read-only memory (EEPROM), compact disc read-only memory (CD-ROM) or other optical disc storage, magnetic disk storage, magnetic tape storage, or any other computer-readable medium that can be used to carry or store data.

[0047] The present invention generates and obtains first data and second data corresponding to the concentrated liquid to be tested for running and mixing respectively through a method; wherein the first data is the surface image data of the concentrated liquid to be tested for running and mixing; the second data is the standard sample image data corresponding to the concentrated liquid; generates and obtains first threshold data corresponding to the mineral content, and based on the first threshold data, combines the first data and the second data, generates in real time a third data corresponding to the concentrated liquid to be tested for running and mixing; wherein the third data is the status data of the mineral content in the concentrated liquid; generates corresponding fourth data based on the third data; wherein the fourth data is the running and mixing warning signal data, as well as a system, platform and device corresponding to the method, so as to improve the stability and safety of production operation.

[0048] That is to say, through the scheme of the present invention, a visual analysis method is adopted to collect the image data of the water surface of the concentration tank, and whether there is a running and mixing phenomenon is automatically analyzed according to the influencing data. If there is, a running and mixing alarm signal is issued to provide running and mixing data for the automatic control of the mineral processing and concentration process, that is, the scheme of the present invention replaces manual work, automatically detects the running and mixing phenomenon of the concentration tank, and provides running and mixing alarm data for the automatic control of the concentration tank to improve the stability and safety of production operation. In addition, the device involved in the present invention has a simple structure, convenient installation and maintenance, high operating reliability and strong compatibility.

[0049] The above-mentioned embodiments only express several implementation methods of the present invention, and the description thereof is relatively specific and detailed, but it cannot be understood as limiting the scope of the patent of the present invention. It should be pointed out that, for ordinary technicians in this field, several variations and improvements can be made without departing from the concept of the present invention, which all belong to the protection scope of the present invention. Therefore, the protection scope of the patent of the present invention shall be subject to the attached claims.

Claims

1. A method for detecting mixing based on visual analysis, characterized in that: The method comprises the steps of: Generate and obtain first data and second data corresponding to the concentrated liquid to be tested for mixing respectively; wherein the first data is surface image data of the concentrated liquid to be tested for mixing; and the second data is standard sample image data corresponding to the concentrated liquid; Generate and obtain first threshold data corresponding to the mineral content, and determine and generate third data corresponding to the concentrated liquid to be tested in real time based on the first threshold data, combined with the first data and the second data; wherein the third data is the state data of the mineral content in the concentrated liquid; According to the third data, corresponding fourth data is generated; wherein the fourth data is out-of-mix warning signal data.

2. The method for detecting mixing based on visual analysis according to claim 1, characterized in that: The step of respectively generating and acquiring the first data and the second data corresponding to the concentrated solution to be tested by mixing includes: Generate and acquire first control data corresponding to the first data; wherein the first control data is control activation signal data for generating the first data; Generate and acquire second control data corresponding to the second data; wherein the second control data is control activation signal data for generating the second data.

3. A method for detecting mixing based on visual analysis according to claim 1 or 2, characterized in that: The step of respectively generating and acquiring the first data and the second data corresponding to the concentrated solution to be tested by mixing includes: It is determined whether the data amount between the first data and the second data satisfies a one-to-two relationship. If so, the next step is executed; otherwise, the corresponding image data is reacquired.

4. The method for detecting mixing based on visual analysis according to claim 1, characterized in that: The method of generating and acquiring first threshold data corresponding to the mineral content, and determining and generating third data corresponding to the concentrated liquid to be tested in real time based on the first threshold data and in combination with the first data and the second data, further includes: According to the first data, fifth data corresponding to the first data is generated, and the fifth data is processed by color space conversion; wherein the fifth data is color difference data corresponding to the first data, including brightness difference, red-green difference and yellow-blue difference; According to the second data, sixth data corresponding to the second data is generated, and the sixth data is processed by color space conversion; wherein the sixth data is color difference data corresponding to the second data: including brightness difference, red-green difference and yellow-blue difference.

5. The method for detecting mixing based on visual analysis according to claim 1, characterized in that: The step of generating corresponding fourth data according to the third data further includes: Generate corresponding third control data according to the fourth data; wherein the third control data is control signal data of the relay action; Based on the third control data, seventh data corresponding to the concentrated liquid to be tested for mixing is generated in real time; wherein the seventh data is the current concentrated liquid alarm status data.

6. A running mixed detection system based on visual analysis, characterized in that: The system is applied to the running-in and mixing detection method based on visual analysis as claimed in any one of claims 1 to 5, and the system comprises: A first data generating unit is used to generate and obtain first data and second data corresponding to the concentrated liquid to be tested for mixing; wherein the first data is surface image data of the concentrated liquid to be tested for mixing; and the second data is standard sample image data corresponding to the concentrated liquid; The second data generating unit is used to generate and obtain first threshold data corresponding to the mineral content, and determine and generate third data corresponding to the concentrated liquid to be tested in real time based on the first threshold data, combined with the first data and the second data; wherein the third data is the state data of the mineral content in the concentrated liquid; The third data generating unit is used to generate corresponding fourth data according to the third data; wherein the fourth data is out-of-mix warning signal data.

7. The visual analysis-based running-in and mixing-out detection system according to claim 6, characterized in that: The first data generating unit further includes: A first generating module, configured to generate and obtain first control data corresponding to the first data; wherein the first control data is control activation signal data for generating the first data; A second generating module, used to generate and obtain second control data corresponding to the second data; wherein the second control data is control activation signal data for generating the second data; And / or, the second data generating unit further includes: A third generating module is used to generate fifth data corresponding to the first data according to the first data, and process the fifth data by color space conversion; wherein the fifth data is color difference data corresponding to the first data, including brightness difference, red-green difference and yellow-blue difference; a fourth generating module, configured to generate sixth data corresponding to the second data according to the second data, and process the sixth data by color space conversion; wherein the sixth data is color difference data corresponding to the second data, including brightness difference, red-green difference, and yellow-blue difference; And / or, the third data generating unit further includes: A fifth generating module, used to generate corresponding third control data according to the fourth data; wherein the third control data is control signal data of the relay action; The sixth generating module is used to generate seventh data corresponding to the concentrated liquid to be tested for mixing in real time based on the third control data; wherein the seventh data is the alarm status data of the current concentrated liquid.

8. A visual analysis-based running mixed detection system according to claim 6 or 7, characterized in that: The first data generating unit further includes: The first determination module is used to determine whether the data volume between the first data and the second data satisfies a one-to-two relationship. If so, the next step is executed; otherwise, the corresponding image data is reacquired.

9. A running mixed detection device based on visual analysis, characterized in that: The device is used to implement the running mixed detection method based on visual analysis as described in any one of claims 1 to 5; The device comprises a black box for installing the detection equipment and placed on the surface of the concentrated liquid, wherein the bottom of the black box is 1-2 cm below the surface of the concentrated liquid; one-third of the area inside the black box is a standard sample pool; At least one image acquisition device is disposed on the inner upper side of the black box for respectively acquiring the concentrated liquid surface image data and the standard sample pool liquid surface image data; at least one illumination light source is disposed on one side of the image acquisition device for providing illumination; At least one control box is arranged outside the black box; at least one micro visual analysis computer is arranged inside the control box for running mixed visual analysis.

10. A running mixed detection platform based on visual analysis, characterized in that: The invention comprises a processor, a memory and a running-mixing detection platform control program based on visual analysis; wherein the running-mixing detection platform control program based on visual analysis is executed by the processor, the running-mixing detection platform control program based on visual analysis is stored in the memory, and the running-mixing detection platform control program based on visual analysis implements the running-mixing detection method based on visual analysis as described in any one of claims 1 to 5.

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