A method and system for monitoring water quality

Abstract

An embodiment of the present specification provides a method for water quality monitoring, the method comprising obtaining at least one water quality monitoring indicator set for at least one water quality monitoring point based on a water quality detection device, wherein one water quality monitoring point corresponds to one water quality monitoring indicator set, and each water quality monitoring indicator set includes at least one water quality monitoring indicator; receiving a data display request sent from a user end; and displaying at least one water quality monitoring indicator set for at least one water quality monitoring point in a screen display area in response to the data display request.

Description

Technical Field

[0001] The present invention relates to the field of water quality monitoring, and in particular to a method and system for water quality monitoring. Background Art

[0002] Water resources are the basic condition for human survival and development. The sustainable use of water resources is an extremely important guarantee for the sustainable development of society and economy. The quality of water resources is directly related to the health of the people, and also to the quality and safety of industrial and agricultural products.

[0003] Therefore, there is a need to provide a water quality monitoring method and system for monitoring and displaying water source quality. Summary of the invention

[0004] One of the embodiments of this specification provides a method for water quality monitoring. The method for water quality monitoring includes: based on a water quality detection device, obtaining at least one water quality monitoring indicator set of at least one water quality monitoring point, the at least one water quality detection indicator set having a corresponding relationship with the at least one water quality monitoring point, and one of the at least one water quality monitoring indicator set including at least one water quality monitoring indicator; receiving a data display request sent from a user end; and in response to the data display request, displaying the at least one water quality monitoring indicator set of the at least one water quality monitoring point in a screen display area.

[0005] One of the embodiments of this specification provides a water quality monitoring system. The water quality monitoring system includes: a data acquisition module, which is used to acquire at least one water quality monitoring indicator set of at least one water quality monitoring point based on a water quality detection device, wherein the at least one water quality detection indicator set has a corresponding relationship with the at least one water quality monitoring point, and one of the at least one water quality monitoring indicator set includes at least one water quality monitoring indicator; a request receiving module, which is used to receive a data display request sent from a user end; a data display module, which is used to respond to the data display request and display the at least one water quality monitoring indicator set of the at least one water quality monitoring point in the screen display area.

[0006] One of the embodiments of the present specification provides a device for monitoring water quality, including a processor, wherein the processor is used to execute the method for monitoring water quality.

[0007] One of the embodiments of the present specification provides a computer-readable storage medium, wherein the storage medium stores computer instructions. When a computer reads the computer instructions in the storage medium, the computer executes the water quality monitoring method. BRIEF DESCRIPTION OF THE DRAWINGS

[0008] This specification will be further described in the form of exemplary embodiments, which will be described in detail by the accompanying drawings. These embodiments are not restrictive, and in these embodiments, the same number represents the same structure, wherein:

[0009] Figure 1 is a schematic diagram of an application scenario of a water quality monitoring system according to some embodiments of this specification;

[0010] Figure 2 is an exemplary flow chart of a method for water quality monitoring according to some embodiments of this specification;

[0011] Figure 3 is an exemplary flow chart of determining a data display method based on historical viewing data according to some embodiments of this specification;

[0012] Figure 4 is an exemplary flow chart of determining a data display method based on preset rules according to some embodiments of this specification;

[0013] Figure 5 It is a schematic diagram of predicting the predicted value of the failed water quality monitoring index based on the prediction model shown in some embodiments of this specification;

[0014] Figure 6 It is a schematic diagram of a method of displaying the status of a display indicator according to some embodiments of the present specification. DETAILED DESCRIPTION

[0015] In order to more clearly illustrate the technical solutions of the embodiments of this specification, the following is a brief introduction to the drawings required for the description of the embodiments. Obviously, the drawings described below are only some examples or embodiments of this specification. For ordinary technicians in this field, this specification can also be applied to other similar scenarios based on these drawings without creative work. Unless it is obvious from the language environment or otherwise explained, the same reference numerals in the figures represent the same structure or operation.

[0016] It should be understood that the "system", "device", "unit" and / or "module" used herein are a method for distinguishing different components, elements, parts, portions or assemblies at different levels. However, if other words can achieve the same purpose, the words can be replaced by other expressions.

[0017] As shown in this specification and claims, unless the context clearly indicates an exception, the words "a", "an", "an" and / or "the" do not refer to the singular and may also include the plural. Generally speaking, the terms "comprise" and "include" only indicate the inclusion of the steps and elements that have been clearly identified, and these steps and elements do not constitute an exclusive list. The method or device may also include other steps or elements.

[0018] Flowcharts are used in this specification to illustrate the operations performed by the system according to the embodiments of this specification. It should be understood that the preceding or following operations are not necessarily performed precisely in order. Instead, the steps may be processed in reverse order or simultaneously. At the same time, other operations may also be added to these processes, or one or more operations may be removed from these processes.

[0019] Figure 1 It is a schematic diagram of an application scenario of a water quality monitoring system according to some embodiments of this specification.

[0020] like Figure 1 As shown, the water quality monitoring system 100 may include a server 110 , a network 120 , a user terminal 130 , and a storage device 140 .

[0021] In some embodiments, the water quality monitoring system 100 can provide assistance for production and life. In some embodiments, the water quality monitoring system 100 can be applied to natural water source monitoring equipment or artificial water source monitoring equipment to monitor the water quality of natural water sources (e.g., rivers, lakes, seas, etc.) or artificial water sources (e.g., tap water, industrial sewage, etc.). For example, the water quality monitoring system 100 can obtain at least one water quality monitoring indicator set of at least one water quality monitoring point of a natural water source or an artificial water source based on a water quality detection device, and the natural water source monitoring equipment can analyze the water quality of the natural water source or the artificial water source based on at least one water quality monitoring indicator set of at least one water quality monitoring point, so as to monitor the water quality of the natural water source or the artificial water source.

[0022] The server 110 can be used to process data and / or information from at least one component of the water quality monitoring system 100 or an external data source (e.g., a cloud data center). For example, the server 110 can obtain at least one water quality monitoring indicator set for at least one water quality monitoring point based on a water quality detection device. For another example, the server 110 can display at least one water quality monitoring indicator set for at least one water quality monitoring point in a screen display area in response to a data display request sent by a user terminal. During the processing, the server 110 can obtain data (such as instructions) from the storage device 140 or save the data (e.g., at least one water quality monitoring indicator set) to the storage device 140, and can also read data (e.g., data display request) from other sources such as the user terminal 130 through the network 120 or output data (e.g., at least one water quality monitoring indicator set) to the user terminal 130.

[0023] The network 120 can connect the components of the water quality monitoring system 100 and / or connect the water quality monitoring system 100 with external parts. The network 120 enables communication between the components of the water quality monitoring system 100 and / or between the water quality monitoring system 100 and external parts to facilitate the exchange of data and / or information. In some embodiments, the network 120 can be any one or more of a wired network or a wireless network.

[0024] The user terminal 130 can realize the interaction between the user and the water quality monitoring system 100. In some embodiments, the user terminal 130 can communicate with the server 110 through the network 120 and send the data display request to the server 110. In some embodiments, the user terminal 130 can be a mobile device 130-1, a tablet computer 130-2, a laptop computer 130-3, other devices with input and / or output functions, etc. or any combination thereof. The above examples are only used to illustrate the wide range of the user terminal 130 device range and are not intended to limit its scope.

[0025] The storage device 140 can be used to store data (e.g., at least one water quality monitoring indicator set, etc.) and / or instructions. The storage device 140 can include one or more storage components, each of which can be an independent device or a part of other devices. In some embodiments, the storage device 140 can be integrated or included in one or more other components of the water quality monitoring system 100 (e.g., the server 110, the user terminal 130, or other possible components).

[0026] In some embodiments, the server 110 may include a data acquisition module, a request receiving module, and a data display module.

[0027] The data acquisition module can be used to obtain at least one water quality monitoring indicator set of at least one water quality monitoring point based on a water quality detection device, wherein at least one water quality detection indicator set corresponds to at least one water quality monitoring point, and one of the at least one water quality monitoring indicator sets includes at least one water quality monitoring indicator.

[0028] The request receiving module can be used to receive a data display request sent from a user terminal.

[0029] The data display module can be used to respond to a data display request and display at least one water quality monitoring indicator set of at least one water quality monitoring point in the screen display area.

[0030] In some embodiments, the data display module can obtain historical viewing data of the user terminal 130, determine the data display method based on the historical viewing data, and display at least one water quality monitoring indicator set of at least one water quality monitoring point in the screen display area based on the data display method.

[0031] In some embodiments, the data display module may determine the data display method based on preset rules, and based on the data display method, display at least one water quality monitoring indicator set of at least one water quality monitoring point in the screen display area.

[0032] In some embodiments, for one of at least one water quality monitoring point, the data display module can determine the indicator status of each water quality monitoring indicator in the water quality monitoring indicator set of the water quality monitoring point; and in response to the data display request, display the indicator status of each water quality monitoring indicator in the water quality monitoring indicator set in the screen display area.

[0033] It should be noted that the above description of the candidate item display and determination system and its modules is only for convenience of description and does not limit the present specification to the scope of the embodiments. It is understandable that, after understanding the principle of the system, those skilled in the art may arbitrarily combine the modules or form a subsystem to connect with other modules without deviating from the principle. In some embodiments, Figure 1 The data acquisition module, request receiving module and data display module disclosed in the specification can be different modules in a system, or one module can realize the functions of two or more modules. For example, each module can share a storage module, or each module can have its own storage module. Such variations are all within the protection scope of this specification.

[0034] Figure 2 FIG. 2 is an exemplary flow chart of a method 200 for monitoring water quality according to some embodiments of this specification. Figure 2As shown, process 200 includes the following steps. In some embodiments, process 200 can be performed by water quality monitoring system 100. The operational schematic diagram of process 200 presented below is illustrative. In some embodiments, the process can be completed using one or more additional operations not described and / or one or more operations not discussed. In addition, Figure 2 The order in which the operations of flow 200 are illustrated and described below is not intended to be limiting.

[0035] Step 210, based on the water quality detection device, obtain at least one water quality monitoring indicator set of at least one water quality monitoring point. In some embodiments, step 210 can be performed by a data acquisition module.

[0036] The water quality detection device may be a device for obtaining water resource information, wherein the water resource may be a natural water source (e.g., a river, a lake, a sea, etc.) or an artificial water source (e.g., tap water, industrial sewage, etc.), and the water resource information may be relevant information for characterizing the quality of the water resource, such as the physical properties of the water resource (e.g., chromaticity, turbidity, odor, etc.), chemical properties (e.g., the content of inorganic and organic matter, etc.), and biological properties (e.g., the content of bacteria, microorganisms, plankton, benthic organisms, etc.). In some embodiments, the water resource information may also include other information (e.g., water flow velocity, temperature, etc.).

[0037] In some embodiments, the water quality detection device may include one or more instruments for obtaining water resource information (e.g., COD rapid tester, pH meter / acidity meter, conductivity meter, turbidity meter, residual chlorine and total chlorine meter, multi-parameter water quality meter, BOD meter, spectrophotometer, dissolved oxygen meter, water hardness meter, water quality ion meter, fully automatic ion analyzer, non-dispersive infrared oil meter, temperature sensor, etc.). In some embodiments, the water quality monitoring device may also include other equipment, such as a positioner, a walking mechanism, etc.

[0038] The water quality detection point may be a location where water resource information needs to be obtained, such as a water pipe of a water plant, a location in a lake, etc. In some embodiments, the water quality detection point may be a location in a natural water source (e.g., a river, a lake, a sea, etc.), such as the starting point or end point of a river, etc. In some embodiments, the water quality detection point may be a location in a natural water source (e.g., a river, a lake, a sea, etc.) that is more convenient for obtaining water resource information, such as a location in a river where the water flow is relatively stable or a location without backflow, etc.

[0039] In some embodiments, the water quality monitoring point can be directly determined manually. In other embodiments, multiple candidate water quality monitoring points can also be randomly determined, and at least one water quality monitoring point can be selected from multiple candidate water quality monitoring points based on the monitoring point related information of each candidate water quality monitoring point, wherein the monitoring point related information may include the location information, weather information, road condition information, water flow rate information, water level information, etc. of the candidate water quality monitoring point. For example, based on the water flow rate information, a candidate water quality monitoring point with a smaller water flow rate is selected as the water quality monitoring point. For example, based on the road condition information and weather information, a candidate water quality monitoring point with clear weather and good road conditions is selected as the water quality monitoring point. In some embodiments, the water quality monitoring point can also be determined by other means (for example, based on the position determination of the water quality detection device).

[0040] The water quality monitoring indicator set may be a collection of water resource information of a water resource. In some embodiments, the water quality monitoring indicator set may be composed of one or more physical properties, chemical properties, and biological properties of a water resource. For example, the water quality monitoring indicator set Q1 may be composed of turbidity, pH value, and inorganic content of a water resource.

[0041] In some embodiments, water resource information of a water quality monitoring point can be obtained based on the water resource of the water quality monitoring device, and a water quality monitoring indicator set of the water quality monitoring point can be generated according to the obtained water resource information.

[0042] In some embodiments, there may be a corresponding relationship between a water quality detection index set and a water quality monitoring point, that is, one water quality monitoring point may correspond to one water quality monitoring index set. For example, it is necessary to monitor the water quality of River A, which includes two water quality monitoring points X1 and X2. Based on the water quality monitoring device, water resource information of water quality monitoring point X1 can be obtained, and a water quality monitoring index set Y1 corresponding to water quality monitoring point X1 can be generated based on the water resource information of water quality monitoring point X1. Water resource information of water quality monitoring point X2 can also be obtained based on the water quality monitoring device, and a water quality monitoring index set Y2 corresponding to water quality monitoring point X2 can be generated based on the water resource information of water quality monitoring point X2.

[0043] In some embodiments, the water quality monitoring indicator set may include at least one water quality monitoring indicator. In some embodiments, the water quality monitoring indicator may be used to characterize a certain characteristic of water resources, for example, a physical characteristic of water resources, for example, one of chromaticity, turbidity, odor, etc. For another example, a chemical characteristic of water resources, for example, one of the content of inorganic and organic matter, etc. For another example, a biological characteristic of water resources, for example, one of the content of bacteria, microorganisms, plankton, benthic organisms, etc.

[0044] In some embodiments, a water quality monitoring indicator may include an indicator name and an indicator value, wherein the indicator name may be used to characterize the specific content of the water resource characteristics represented by the water quality monitoring indicator, and the indicator value may be a parameter, which may be used to measure the characteristics of the water resource in the water quality monitoring indicator. For example, a water quality monitoring indicator is "PH value: 7", wherein "PH value" is the indicator name, and "7" is the parameter for measuring the characteristics of the water resource in the water quality monitoring indicator of PH value.

[0045] In some embodiments, water quality monitoring indicators can be generated based on a water quality monitoring device. In some embodiments, the data acquisition module can pre-store the indicator names of various water quality monitoring indicators, such as "PH value", "temperature", "chromaticity", "turbidity", "inorganic content", "water level", "conductivity", "dissolved oxygen content", etc. In some embodiments, the data acquisition module can generate the indicator values ​​of various water quality monitoring indicators based on the water quality monitoring device. In some embodiments, the water quality monitoring device may include an instrument for obtaining the indicator values ​​of each water quality monitoring indicator, and the data acquisition module may generate the indicator values ​​of each water quality monitoring indicator based on the output data of the instrument. For example, the data acquisition module may use the output data of the instrument as the indicator values ​​of each water quality monitoring indicator. For example, the water quality monitoring device may include a pH meter, and the data acquisition module may use the pH value (e.g., 6.36) output by the pH meter after detecting the water resources as the indicator value of the water quality monitoring indicator "PH value". As another example, the water quality monitoring device may include a multi-parameter water quality measuring instrument, and the data acquisition module may use the pH value (e.g., 6.36), conductivity (e.g., 530μs / cm), and dissolved oxygen content (e.g., 8mg / L) output by the multi-parameter water quality measuring instrument after detecting water resources as indicator values ​​of the three water quality monitoring indicators of "pH value", "conductivity", and "dissolved oxygen content", respectively.

[0046] Step 220, receiving a data display request. In some embodiments, step 220 may be performed by a request receiving module.

[0047] The data display request can be a request for obtaining data, wherein the data can be at least one water quality monitoring indicator set of at least one water quality monitoring point. In some embodiments, the data display request can be a real-time request, a reservation request, etc., or any combination thereof. As used herein, a real-time request can include a request that a user expects to receive at least one water quality monitoring indicator set of at least one water quality monitoring point at the current moment or at a specified time close to the current moment. For example, if the specified time is within a certain time period from the current moment, such as 5 minutes from the current moment or 20 minutes from the current moment, the data display request can be a real-time request. The reservation request can include a request that a user expects to receive at least one water quality monitoring indicator set of at least one water quality monitoring point at a future time at the current moment. For example, if at least one water quality monitoring indicator set of at least one water quality monitoring point is received within a specified time after the current time, the service request can be a reservation request. The specified time period can be 20 minutes after the current moment, 2 hours after the current moment, or 1 day after the current moment.

[0048] In some embodiments, the user may send a data display request to the request receiving module through a user terminal (eg, the user terminal 130 ). For example, the user may send a data display request to the request receiving module via the network 120 through an application on the user terminal.

[0049] Step 230, display at least one water quality monitoring indicator set of at least one water quality monitoring point. In some embodiments, step 230 may be performed by a data display module.

[0050] The screen display area may be an area on a display screen for displaying at least one water quality monitoring indicator set of at least one water quality monitoring point. In some embodiments, the screen display area may be an area on a display screen of a data display device, wherein the data display device may be an electronic device that receives and displays at least one water quality monitoring indicator set of at least one water quality monitoring point from a data display module, for example, a user terminal (for example, user terminal 130). For another example, an electronic device independent of a user terminal (for example, user terminal 130), for example, a mobile device, a tablet computer, a laptop computer, other devices with input and / or output functions, etc., or any combination thereof. In some embodiments, the screen display area may be used to display at least one water quality monitoring indicator set of at least one water quality monitoring point.

[0051] In some embodiments, in response to a data display request sent by a request receiving module (for example, a user terminal 130), the data display module can obtain at least one water quality monitoring indicator set for at least one water quality monitoring point from a data acquisition module or a storage device (for example, storage device 140) and send it to a data display device. After the data display device receives at least one water quality monitoring indicator set for at least one water quality monitoring point sent by the data display module, it displays at least one water quality monitoring indicator set for at least one water quality monitoring point on its screen display area.

[0052] In some embodiments, in order to make it easier for users to read at least one water quality monitoring indicator set displayed on the screen display area, the data display module can also determine the data display method and send the data display method to the data display device. The data display device can display at least one water quality monitoring indicator set on the screen display area based on the data display method.

[0053] The data display method may be in the form of displaying at least one water quality monitoring indicator set in the screen display area. In some embodiments, the data display method may include a font display format, and the font display format may include font size (e.g., font size 1, font size 2, etc.), font color (e.g., black, red, etc.), font type (e.g., Kaiti, Songti, etc.), etc. In some embodiments, the data display method may also include at least one or any combination of indicator set display duration, indicator set display order, indicator display duration, and indicator display order. For more descriptions of indicator set display duration, indicator set display order, indicator display duration, and indicator display order, see Figure 3 , 4 In some embodiments, the data display method may also include other information (eg, the display position of the water quality monitoring indicator set in the screen display area, etc.).

[0054] In some embodiments, the data display module can determine the data display method based on the historical viewing data of the user terminal. For more details, see Figure 3 And the related description will not be repeated here.

[0055] In some embodiments, the data display module can determine the data display method based on preset rules. For more details, see Figure 4 And the related description will not be repeated here.

[0056] In some embodiments, the data display module may determine at least one target water quality monitoring point based on the data display request.

[0057] The target water quality monitoring point may be a water quality monitoring point corresponding to a water quality monitoring indicator set that needs to be displayed in the screen display area. For example, the water quality monitoring points of the generated water quality monitoring indicator set include water quality monitoring point X1, water quality monitoring point X2, and water quality monitoring point X3. The user needs to view the water quality monitoring indicator sets of water quality monitoring point X2 and water quality monitoring point X3 in the screen display area. Then, water quality monitoring point X2 and water quality monitoring point X3 are both target water quality monitoring points.

[0058] In some embodiments, the data display request may include relevant information of the target water quality monitoring point. In some embodiments, the relevant information may be information for determining the target water quality monitoring point, such as location information, name information, or identification code of the target water quality monitoring point, or any combination thereof. In some embodiments, the relevant information may also include other information (e.g., relative positional relationship with other water quality detection points, etc.).

[0059] In some embodiments, the request receiving module can determine the target water quality monitoring point based on relevant information. For example, the request receiving module can determine the target water quality monitoring point based on at least one of the location information, name information or identification code of the target water quality monitoring point. By way of example, the request receiving module can calculate the distance between the location of the target water quality monitoring point and the location of each water quality monitoring point, and use the water quality monitoring point whose distance is less than a preset distance threshold (for example, 1 km) as the target water quality monitoring point. By way of another example, the request receiving module can calculate the similarity between the name of the target water quality monitoring point and the name of each water quality monitoring point, and use the water quality monitoring point whose similarity is greater than the similarity threshold (for example, 90%) as the target water quality monitoring point.

[0060] In some embodiments, the request receiving module can also determine the target water quality monitoring point by other means. For example, after the request receiving module receives the data display request sent by the user terminal, the data display module can first display an electronic map on the screen display area, and present icons of various water quality monitoring points at different positions of the electronic map. The user can click on the icon, and the request receiving module can use the water quality detection point corresponding to the clicked icon as the target water quality monitoring point.

[0061] Figure 3 is an exemplary flow chart of determining a data display method 300 based on historical viewing data according to some embodiments of the present specification.

[0062] Step 310, obtaining historical viewing data of the user terminal. In some embodiments, step 310 may be performed by a data acquisition module.

[0063] The historical viewing data may be information related to the historical viewing request, wherein the historical viewing request may be a completed data display request. In some embodiments, the historical viewing data may include relevant information of the water quality monitoring indicator set displayed in the screen display area in response to the historical viewing request, such as the historical target water quality monitoring point, the historical data display method, etc. Among them, the historical target water quality monitoring point may be the target water quality monitoring point of the historical viewing request, and the historical data display method may be the data display method of the water quality monitoring indicator set displayed in the screen display area in response to the historical viewing request. For example, in response to the historical viewing request A1, the historical data display method of the water quality monitoring indicator set displayed in the screen display area is: the font size is one font, the font color is black, and the font type is regular font, etc. In some embodiments, the historical viewing data may also include other information (for example, the initiation time of the historical viewing request, etc.).

[0064] In some embodiments, the data acquisition module may obtain historical viewing data from one or more components of the water quality monitoring system 100 (eg, the user terminal 130 , the storage device 140 , etc.) or from an external source (eg, a database) via the network 120 .

[0065] Step 320, determining the data display mode based on the historical viewing data. In some embodiments, step 310 may be performed by a data display module.

[0066] The data display method can be in the form of displaying at least one water quality monitoring indicator set in the screen display area. For more descriptions of the data display method, see Figure 2 and its related description.

[0067] In some embodiments, the data display mode can be determined based on the historical viewing data. In some embodiments, the data display module can determine the data display mode based on the historical data display mode. For example, the data display module can use the historical data display mode corresponding to the historical viewing request as the data display mode for the current data display request. For example, the data display module can use the font size, font color and / or font type of the monitoring indicator set when displayed in the screen display area in response to the historical viewing request as the font size, font color and / or font type of the monitoring indicator set when displayed in the screen display area in response to the current data display request.

[0068] In some embodiments, the data display method may also include the indicator set display duration and / or the indicator set display order.

[0069] The indicator set display duration may be the duration for which the water quality monitoring indicator set is displayed in the screen display area, for example, 1 minute, 3 minutes, 5 minutes, etc. In some embodiments, the data display module may obtain a preset indicator set display duration from one or more components of the water quality monitoring system 100 (for example, the user terminal 130, the storage device 140, etc.). In some embodiments, the data display module may also determine the indicator set display duration based on other methods (for example, determining the indicator set display duration based on the importance of the water quality monitoring point).

[0070] The indicator set display order may be the order in which the water quality monitoring indicator set is displayed in the screen display area. For example, first display, second display, last display, etc. In some embodiments, the data display module may obtain a preset indicator set display order from one or more components of the water quality monitoring system 100 (e.g., the user terminal 130, the storage device 140, etc.). In some embodiments, the data display module may also determine the indicator set display order based on other methods (e.g., determining the indicator set display order based on the importance of the water quality monitoring point).

[0071] The monitoring point attention degree can represent the user's attention degree to a certain water quality monitoring point. In some embodiments, the higher the user's attention degree to a certain water quality monitoring point, the greater the monitoring point attention degree of the water quality monitoring point. In some embodiments, the data display module can obtain the preset monitoring point attention degree from one or more components of the water quality monitoring system 100 (e.g., the user terminal 130, the storage device 140, etc.).

[0072] In some embodiments, the data display module can also determine the monitoring point attention based on the historical viewing data. In some embodiments, the historical viewing data can include the indicator set viewing duration and / or indicator set viewing frequency of the water quality monitoring indicator set.

[0073] In some embodiments, the indicator set viewing duration can be the total time that the water quality monitoring indicator set completes display in the screen display area. In some embodiments, the indicator set viewing duration can be determined based on a single indicator set viewing duration, wherein the single indicator set viewing duration is the time that the water quality monitoring indicator set is displayed in the screen display area in response to a historical viewing request. For example, the historical viewing data includes information related to the historical viewing request A1 and the historical viewing request A2, wherein, in response to the historical viewing request A1, the single indicator set viewing duration of the water quality monitoring indicator set B displayed in the screen display area is 5 minutes, and in response to the historical viewing request A2, the single indicator set viewing duration of the water quality monitoring indicator set B displayed in the screen display area is 0 minutes, then the indicator set viewing duration of the water quality monitoring indicator set B = 5 + 0 = 5 minutes.

[0074] In some embodiments, the data display module can determine the monitoring point attention based on the indicator set viewing time. In some embodiments, the data display module can convert the indicator set viewing time into the monitoring point attention based on the first conversion rule, wherein the first conversion rule can characterize the corresponding relationship between the indicator set viewing time and the monitoring point attention, for example, if the indicator set viewing time is greater than four hours, the monitoring point attention is high, if the indicator set viewing time is less than four hours and greater than one hour, the monitoring point attention is medium, and if the indicator set viewing time is less than one hour, the monitoring point attention is low. In some embodiments, the monitoring point attention can be represented by a numerical value, and the larger the numerical value, the higher the monitoring point attention. The first conversion rule can be a corresponding relationship between the numerical values ​​of the indicator set viewing time and the monitoring point attention, for example, if the indicator set viewing time is within one hour, the monitoring point attention is 1, and the indicator set viewing time is greater than one hour and less than two hours, then the monitoring point attention is 2, etc.

[0075] In some embodiments, the data display module can also determine the monitoring point attention based on the indicator set viewing time of one water quality monitoring indicator set and the indicator set viewing time of other water quality monitoring indicator sets. In some embodiments, the data display module can determine the monitoring point attention of the water quality monitoring point corresponding to the water quality monitoring indicator set based on the ratio of the indicator set viewing time of one water quality monitoring indicator set to the sum of the indicator set viewing time of all water quality monitoring indicator sets. For example, River W has three water quality monitoring points: water quality monitoring point A1, water quality monitoring point A2 and water quality monitoring point A3, and their corresponding water quality monitoring indicator sets are water quality monitoring indicator set X1, water quality monitoring indicator set X2 and water quality monitoring indicator set X3, respectively.

[0076] The monitoring point attention of water quality monitoring point A1 = Y1 / (Y1+Y2+Y3);

[0077] Among them, Y1 is the indicator set viewing time of the water quality monitoring indicator set X1, Y2 is the indicator set viewing time of the water quality monitoring indicator set X2, and Y3 is the indicator set viewing time of the water quality monitoring indicator set X3.

[0078] The indicator set viewing frequency can be the total number of times the water quality monitoring indicator set is displayed in the screen display area. In some embodiments, the indicator set viewing frequency can be determined based on the target water quality monitoring point of each historical viewing request. For example, the historical viewing data includes information related to the historical viewing request A1, the historical viewing request A2, and the historical viewing request A3, wherein the target water quality monitoring points of the historical viewing request A1 include water quality monitoring points X1 and water quality monitoring points X2, the target water quality monitoring points of the historical viewing request A2 include water quality monitoring points X2, and the target water quality monitoring points of the historical viewing request A3 include water quality monitoring points X1 and water quality monitoring points X3, that is, if there are two historical viewing requests whose target water quality monitoring points are water quality monitoring points X2, then the indicator set viewing frequency of water quality monitoring point X2 is twice.

[0079] In some embodiments, the data display module can determine the monitoring point attention based on the indicator set viewing frequency. In some embodiments, the data display module can convert the indicator set viewing time into the monitoring point attention based on the second conversion rule, wherein the second conversion rule can be a corresponding relationship between the indicator set viewing frequency and the monitoring point attention, for example, if the indicator set viewing frequency is greater than 50 times, the monitoring point attention is high, the indicator set viewing frequency is less than 50 times and greater than 10 times, the monitoring point attention is medium, and the indicator set viewing frequency is less than 10 times, then the monitoring point attention is low. In some embodiments, the data display module can convert the indicator set viewing time into a numerical value for indicating the monitoring point attention, for example, if the indicator set viewing frequency is less than 50 times, the monitoring point attention is 1; the indicator set viewing frequency is greater than 50 times and less than 100 times, the monitoring point attention is 2; the indicator set viewing frequency is greater than 100 times and less than 150, the monitoring point attention is 3, etc.

[0080] In some embodiments, the data display module can determine the monitoring point attention based on the indicator set viewing duration and the indicator set viewing frequency. In some embodiments, the data display module can quantify the indicator set viewing duration as a first variable (for example, if the indicator set viewing duration is within one hour, the first variable is 1; if the indicator set viewing duration is greater than one hour and less than two hours, the first variable is 2, etc.), and quantify the indicator set viewing frequency as a second variable (for example, if the indicator set viewing frequency is less than 50 times, the second variable is 1; if the indicator set viewing frequency is greater than 50 times and less than 100 times, the second variable is 2, etc.), and then determine the monitoring point attention based on the first variable and the second variable. In some embodiments, the data display module can determine the monitoring point attention based on the weighted sum of the first variable and the second variable. For example, monitoring point attention = a1*first variable+a2*second variable, where a1 is the weight of the first variable and a2 is the weight of the second variable.

[0081] In some embodiments, the data display module may also determine the monitoring point attention based on the indicator set viewing duration and / or indicator set viewing frequency in other ways.

[0082] In some embodiments, the data display module may determine the indicator set display duration and / or indicator set display order of the water quality monitoring indicator set according to the monitoring point attention.

[0083] In some embodiments, the data display module can obtain the preset indicator set display duration from one or more components of the water quality monitoring system 100 (e.g., the user terminal 130, the storage device 140, etc.) or from an external source (e.g., a database) via the network 120, and determine the indicator set display order according to the monitoring point attention. In some embodiments, the data display module can sort the multiple water quality monitoring indicator sets that need to be displayed in the screen display area from high to low according to the monitoring point attention, thereby determining the indicator set display order of each water quality monitoring indicator set.

[0084] In some embodiments, the data display module can obtain a preset indicator set display order from one or more components of the water quality monitoring system 100 (e.g., user terminal 130, storage device 140, etc.) or from an external source (e.g., database) via network 120, and determine the indicator set display duration according to the monitoring point attention. In some embodiments, the data display module can sort multiple water quality monitoring indicator sets that need to be displayed in the screen display area from high to low according to the monitoring point attention, and determine the indicator set display duration of each water quality monitoring indicator set according to the sorting result, for example, the higher the water quality monitoring indicator set is ranked, the longer the indicator set display duration is.

[0085] In some embodiments, the data display module can also directly determine the indicator set display duration and indicator set display order of the water quality monitoring indicator set according to the monitoring point attention. In some embodiments, the data display module can also convert the monitoring point attention into the indicator set display duration based on the third conversion rule, and sort the monitoring point attention from high to low, and determine the indicator set display order based on the sorting result, wherein the third conversion rule can be a characterization of the corresponding relationship between the monitoring point attention and the indicator set display duration, for example, if the monitoring point attention is high, the indicator set display duration is 5 minutes, if the monitoring point attention is medium, the indicator set display duration is 3 minutes, and if the monitoring point attention is low, the indicator set display duration is 1 minute.

[0086] In some embodiments, the data display module can sort the multiple water quality monitoring indicator sets that need to be displayed in the screen display area according to the monitoring point attention from high to low, and determine the indicator set display duration and indicator set display order based on the sorting result. For example, the higher the water quality monitoring indicator set is, the earlier it is displayed in the screen display area, and the longer the indicator set display duration is.

[0087] In some embodiments, the data display method may also include the indicator display duration and / or indicator display order of each water quality monitoring indicator.

[0088] The indicator display duration may be the duration for which the water quality monitoring indicator is displayed in the screen display area, for example, 1 minute, 3 minutes, 5 minutes, etc. In some embodiments, the data display module may obtain a preset indicator display duration from one or more components of the water quality monitoring system 100 (for example, the user terminal 130, the storage device 140, etc.). In some embodiments, the data display module may also determine the indicator display duration based on other methods (for example, determining the indicator display duration based on the importance of the water quality monitoring indicator).

[0089] The indicator display order may be the order in which the water quality monitoring indicators included in a water quality monitoring indicator set are displayed in the screen display area during the display process of the water quality monitoring indicator set, for example, first display, second display, last display, etc. In some embodiments, the data display module may obtain a preset indicator display order from one or more components of the water quality monitoring system 100 (for example, the user terminal 130, the storage device 140, etc.). In some embodiments, the data display module may also determine the indicator display order based on other methods (for example, determining the indicator display order based on the importance of the water quality monitoring indicator).

[0090] The indicator attention degree can represent the user's attention degree to a certain water quality monitoring indicator. In some embodiments, the higher the user's attention degree to a certain water quality monitoring indicator, the greater the indicator attention degree of the water quality monitoring indicator. In some embodiments, the data display module can obtain the preset indicator attention degree from one or more components (e.g., user terminal 130, storage device 140, etc.) of the water quality monitoring system 100.

[0091] In some embodiments, the data display module can also determine the indicator attention based on the historical viewing data. In some embodiments, the historical viewing data can include the indicator viewing duration and / or indicator viewing frequency of the water quality monitoring indicator.

[0092] In some embodiments, the indicator viewing duration may be the total time that the water quality monitoring indicator is displayed in the screen display area. In some embodiments, the indicator viewing duration may be determined based on a single indicator viewing duration, wherein the single indicator viewing duration is the time that the water quality monitoring indicator is displayed in the screen display area in response to a historical viewing request. For example, in response to the historical viewing request A1, the water quality monitoring indicator X of the water quality monitoring indicator set B is displayed in the screen display area for five minutes, and the single indicator viewing duration of the water quality monitoring indicator X is five minutes. In some embodiments, the indicator viewing duration may be the sum of all single indicator viewing durations of the water quality monitoring indicator.

[0093] In some embodiments, the data display module can determine the indicator attention based on the indicator viewing time. In some embodiments, the data display module can convert the indicator viewing time into the indicator attention based on the fourth conversion rule, wherein the fourth conversion rule can characterize the corresponding relationship between the indicator viewing time and the indicator attention, for example, if the indicator set viewing time is greater than four hours, the indicator attention is high, if the indicator viewing time is less than four hours and greater than one hour, the indicator attention is medium, and if the indicator viewing time is less than one hour, the indicator attention is low. In some embodiments, the indicator attention can be represented by a numerical value, and the larger the numerical value, the higher the attention of the monitoring point. The fourth conversion rule can be a corresponding relationship between the indicator viewing time and the numerical value used to represent the indicator attention. For example, if the indicator viewing time is within one hour, the indicator attention is 1, and the indicator viewing time is greater than one hour and less than two hours, then the indicator attention is 2, etc.

[0094] In some embodiments, the data display module can also determine the indicator attention level of a water quality monitoring indicator based on the indicator viewing time of the water quality monitoring indicator and the indicator viewing time of other water quality monitoring indicators belonging to the same water quality monitoring indicator set. In some embodiments, the data display module can determine the indicator attention level corresponding to a water quality monitoring indicator based on the ratio of the indicator viewing time of a water quality monitoring indicator to the sum of the indicator viewing time of all water quality monitoring indicators in the water quality monitoring indicator set to which it belongs. For example, the water quality monitoring indicator set X1 includes water quality monitoring indicator Y1, water quality monitoring indicator Y2 and water quality monitoring indicator Y3, then

[0095] The indicator attention level of water quality monitoring indicator Y1 = Y1 / (Z1+Z2+Z3);

[0096] Among them, Z1 is the indicator viewing time of the water quality monitoring indicator Y1, Z2 is the indicator viewing time of the water quality monitoring indicator Y2, and Z3 is the indicator viewing time of the water quality monitoring indicator Y3.

[0097] In some embodiments, the data display module can also cluster the indicator viewing time of each water quality monitoring indicator in the water quality monitoring indicator set to determine the indicator attention. In some embodiments, the data display module can cluster the indicator viewing time of each water quality monitoring indicator in the water quality monitoring indicator set based on a clustering algorithm to determine multiple first cluster centers and the first cluster distance of each first cluster center, wherein the clustering algorithm can be one of the K-Means (K-means) clustering algorithm, the mean shift clustering algorithm, the density-based clustering method (DBSCAN), the maximum expectation (EM) clustering algorithm using the Gaussian mixture model (GMM), the agglomerative hierarchical clustering algorithm, the graph community detection (Graph Community Detection) algorithm, etc., or any combination thereof. In some embodiments, the data display module can determine the indicator attention based on multiple first cluster centers and the first cluster distance of each first cluster center. For example, the data display module can calculate the indicator attention based on the following formula:

[0098] Index attention = m1V1+m2V2+…+m n V n ;

[0099] Among them, V1 is the first cluster center, m1 is the weight of the first cluster center, V2 is the second cluster center, m2 is the weight of the second cluster center, V n is the nth first cluster center, m n is the weight of the nth first cluster center. In some embodiments, for each first cluster center, its weight may be determined based on the normalization of its first cluster distance.

[0100] The indicator set viewing frequency may be the total number of times the water quality monitoring indicator is displayed in the screen display area. In some embodiments, the data display module may determine the indicator viewing frequency based on the target water quality monitoring indicator of each historical viewing request, wherein the target water quality monitoring indicator is the water quality monitoring indicator that is displayed in the screen display area in response to the historical viewing request. In some embodiments, the indicator set viewing frequency may be the number of times the water quality monitoring indicator is used as the target water quality monitoring indicator.

[0101] In some embodiments, the data display module can determine the indicator attention based on the indicator viewing frequency. In some embodiments, the data display module can convert the indicator viewing time into the indicator attention based on the fifth conversion rule, wherein the fifth conversion rule can be a corresponding relationship between the indicator viewing frequency and the indicator attention, for example, if the indicator viewing frequency is greater than 50 times, the indicator attention is high, if the indicator viewing frequency is less than 50 times and greater than 10 times, the indicator attention is medium, and if the indicator viewing frequency is less than 10 times, the indicator attention is low. In some embodiments, the data display module can convert the indicator viewing time into a numerical value for indicating the indicator attention, for example, if the indicator viewing frequency is less than 50 times, the monitoring point attention is 1; if the indicator viewing frequency is greater than 50 times and less than 100 times, the indicator attention is 2; if the indicator viewing frequency is greater than 100 times and less than 150, the indicator attention is 3, etc.

[0102] In some embodiments, the data display module can also cluster the indicator viewing frequency of each water quality monitoring indicator in the water quality monitoring indicator set to determine the indicator attention. In some embodiments, the data display module can cluster the indicator viewing frequency of each water quality monitoring indicator in the water quality monitoring indicator set based on a clustering algorithm to determine multiple second cluster centers and the second cluster distance of each second cluster center, wherein the clustering algorithm can be one of the K-Means (K-means) clustering algorithm, the mean shift clustering algorithm, the density-based clustering method (DBSCAN), the maximum expectation (EM) clustering algorithm using the Gaussian mixture model (GMM), the agglomerative hierarchical clustering algorithm, the graph community detection (Graph Community Detection) algorithm, etc., or any combination thereof. In some embodiments, the data display module can determine the indicator attention based on multiple second cluster centers and the second cluster distance of each second cluster center. For example, the data display module can calculate the indicator attention based on the following formula:

[0103] Indicator attention = x1Y1+x2Y2+…+x n Y n ;

[0104] Among them, Y1 is the first second cluster center, x1 is the weight of the first second cluster center, Y2 is the second second cluster center, x2 is the weight of the second second cluster center, Y n is the nth second cluster center, x n is the weight of the nth second cluster center. In some embodiments, for each second cluster center, its weight may be determined based on the normalization of its second cluster distance.

[0105] In some embodiments, the data display module can determine the indicator attention based on the indicator viewing duration and the indicator viewing frequency. In some embodiments, the data display module can quantify the indicator viewing duration as a third variable (for example, if the indicator viewing duration is within one hour, the third variable is 1; if the indicator viewing duration is greater than one hour and less than two hours, the third variable is 2, etc.), and quantify the indicator viewing frequency as a fourth variable (for example, if the indicator viewing frequency is less than 50 times, the fourth variable is 1; the indicator viewing frequency is greater than 50 times and less than 100 times, the fourth variable is 2, etc.), and then determine the indicator attention based on the third variable and the fourth variable. In some embodiments, the data display module can determine the indicator attention based on the weighted sum of the third variable and the fourth variable. For example, indicator attention = a3*third variable + a4*fourth variable, where a3 is the weight of the third variable and a4 is the weight of the fourth variable.

[0106] In some embodiments, the data display module may also determine the indicator attention based on the indicator viewing duration and / or indicator viewing frequency in other ways.

[0107] In some embodiments, the data display module may determine the indicator attention degree based on a plurality of first cluster centers and a first cluster distance of each first cluster center, a plurality of second cluster centers and a second cluster distance of each second cluster center. For example, the data display module may calculate the indicator attention degree based on the following formula:

[0108] Index attention = a1(m1V1+m2V2+…+m n V n )+a2(x1Y1+x2Y2+…+x n Y n );

[0109] Among them, V1 is the first second cluster center, m1 is the weight of the first second cluster center, V2 is the second second cluster center, m2 is the weight of the second second cluster center, V n is the nth second cluster center, m n is the weight of the nth second cluster center, Y1 is the first second cluster center, x1 is the weight of the first second cluster center, Y2 is the second second cluster center, x2 is the weight of the second second cluster center, Y n is the nth second cluster center, x n is the weight of the nth second cluster center. a1 is the weight of the indicator viewing time, and a2 is the weight of the indicator viewing frequency. In some embodiments, for each first cluster center, its weight can be determined based on the normalization of its first cluster distance; for each second cluster center, its weight can be determined based on the normalization of its second cluster distance.

[0110] In some embodiments, the data display module may determine the indicator display duration and / or indicator display order of the water quality monitoring indicators according to the indicator attention level.

[0111] In some embodiments, the data display module can obtain a preset indicator display duration from one or more components of the water quality monitoring system 100 (e.g., the user terminal 130, the storage device 140, etc.) or from an external source (e.g., a database) via the network 120, and determine the indicator display order according to the indicator attention. In some embodiments, the data display module can sort all water quality monitoring indicators in the water quality monitoring indicator set from high to low according to the indicator attention, thereby determining the indicator display order of each water quality monitoring indicator.

[0112] In some embodiments, the data display module can obtain a preset indicator display order from one or more components of the water quality monitoring system 100 (e.g., the user terminal 130, the storage device 140, etc.) or from an external source (e.g., a database) via the network 120, and determine the indicator display duration according to the indicator attention. In some embodiments, the data display module can sort all water quality monitoring indicators in the water quality monitoring indicator set from high to low according to the indicator attention, and determine the indicator display duration of each water quality monitoring indicator according to the sorting result, for example, the higher the ranking of the water quality monitoring indicator, the longer the indicator display duration.

[0113] In some embodiments, the data display module can also directly determine the indicator display duration and indicator display order of the water quality monitoring indicator according to the indicator attention. In some embodiments, the data display module can also convert the indicator attention into the indicator display duration based on the sixth conversion rule, and sort the indicator attention from high to low, and determine the indicator set display order based on the sorting result, wherein the sixth conversion rule can be a characterization of the corresponding relationship between the indicator attention and the indicator display duration, for example, if the indicator attention is high, the indicator display duration is 5 minutes, if the indicator attention is medium, the indicator display duration is 3 minutes, and if the indicator attention is low, the indicator display duration is 1 minute.

[0114] In some embodiments, the data display module can sort all water quality monitoring indicators in the water quality monitoring indicator set from high to low according to the indicator attention, and determine the indicator display duration and indicator display order based on the sorting result. For example, the higher the water quality monitoring indicator is ranked, the earlier it is displayed in the screen display area, and the longer the indicator display duration is.

[0115] Step 330, based on the data display mode, display the water quality monitoring indicator set. In some embodiments, step 330 can be performed by a data display module.

[0116] In some embodiments, after the data display module determines the data display method, it can send the data display method to the data display device (for example, the user terminal 130), and the data display device can display at least one water quality monitoring indicator set of at least one water quality monitoring point in the screen display area according to the data display method.

[0117] In some embodiments, the user's preference for viewing water quality monitoring indicator sets can be obtained based on historical viewing data, thereby determining the data display method. At least one water quality monitoring indicator set of at least one water quality monitoring point can be displayed in a focused manner in the screen display area, allowing users to quickly obtain the water quality monitoring indicators they value most, thereby improving the user experience.

[0118] In some embodiments, after determining the data display mode based on the historical viewing data, the data display module can also adjust the data display mode based on the indicator state of each water quality monitoring indicator. The indicator state can be used to characterize the abnormal degree of the water quality monitoring indicator. In some embodiments, the indicator state can include a normal state, an abnormal state, and an invalid state, wherein more descriptions about the normal state, the abnormal state, and the invalid state can be found in other parts of this description, for example, the part after step 420.

[0119] In some embodiments, after determining the data display mode based on historical viewing data, the data display module can also adjust the display mode of the water quality monitoring indicator for water quality monitoring indicators in abnormal states. In some embodiments, after determining the data display mode based on historical viewing data, the data display module can adjust one or any combination of the indicator display duration, indicator display order, font display format, etc. of the water quality monitoring indicators in abnormal states. For example, extend the indicator display duration. By way of example, after the data display module determines the data display mode based on historical viewing data, it determines that the indicator display duration of water quality monitoring indicator A is 1 minute, and the data display module obtains that the indicator state of the water quality monitoring indicator A is an abnormal state. Then, the data display module can adjust the indicator display duration of the water quality monitoring indicator A from 1 minute to 3 minutes. For example, the display of the water quality monitoring indicator is preferred. For example, after the data display module determines the data display mode based on the historical viewing data, it determines that the indicator display order of water quality monitoring indicator A is the second, and the indicator display order of water quality monitoring indicator B is the first. The data display module obtains that the indicator state of the water quality monitoring indicator A is abnormal and the indicator state of the water quality monitoring indicator B is normal. Then, the data display module can adjust the indicator display order of the water quality monitoring indicator A to the first, and the indicator display order of the water quality monitoring indicator B to the second. For example, while extending the indicator display time, the display of the water quality monitoring indicator is given priority. For example, when the water quality monitoring indicator in the abnormal state is displayed, one or any combination of the font color, font size, font type, display background, etc. is adjusted to make it different from the display mode of the water quality monitoring indicator in the normal state and the failure state. For example, after the data display mode is determined based on the historical viewing data, the font color of the water quality monitoring indicator is black, and the data display module can adjust the font color of the water quality monitoring indicator in the abnormal state to red.

[0120] In some embodiments, after determining the data display mode based on historical viewing data, for the water quality monitoring index in the failure state, the data display module can also adjust the display mode of the water quality monitoring index. In some embodiments, after determining the data display mode based on historical viewing data, the data display module can adjust one or any combination of the indicator display duration, indicator display order, font display format, etc. of the water quality monitoring index in the failure state. For example, shorten the indicator display duration. For example, postpone the display of the water quality monitoring index in the failure state. For example, shorten the indicator display duration while delaying the display of the water quality monitoring index in the failure state. For example, adjust the font color, font size, font type, display background, etc. when the water quality monitoring index in the abnormal state is displayed, so that it is different from the display mode of the water quality monitoring index in the normal state and the abnormal state. For example, after determining the data display mode based on historical viewing data, the font color of the water quality monitoring index is black, and the data display module can adjust the font color of the water quality monitoring index in the abnormal state to red, and adjust the font color of the water quality monitoring index in the failure state to yellow.

[0121] In some embodiments, after determining the data display method based on historical viewing data, the data display method is adjusted based on the indicator status of each water quality monitoring indicator. This not only allows at least one water quality monitoring indicator set of at least one water quality monitoring point to be displayed in a focused manner in the screen display area, but also allows users to quickly distinguish water quality monitoring indicators with different indicator statuses, thereby improving the efficiency of users viewing at least one water quality monitoring indicator set.

[0122] Figure 4 It is an exemplary flow chart of determining a data display method 400 based on preset rules according to some embodiments of this specification.

[0123] Step 410, based on a preset rule, determine a data display method. In some embodiments, step 410 may be performed by a data display module.

[0124] The preset rule may be a pre-set rule for determining how to display at least one water quality detection indicator set in the screen display area. In some embodiments, the data display module may determine the data display method based on the preset rule.

[0125] In some embodiments, the preset rules may include rules for determining the indicator set display duration and / or indicator set display order of the water quality monitoring indicator set based on the relevant information of the water quality monitoring indicator set. In some embodiments, the relevant information of the water quality monitoring indicator set may include the importance of the water quality monitoring indicator set, the location information of the corresponding water quality monitoring point, etc. For example, the preset rule may be that the higher the importance of the water quality monitoring indicator set, the longer the indicator set display duration and the higher the indicator set display order. For example, the preset rule may be that the indicator set display order of the water quality monitoring indicator set of the upstream water quality monitoring point precedes the indicator set display order of the water quality monitoring indicator set of the downstream water quality monitoring point. In some embodiments, the data acquisition module may obtain the relevant information of the water quality monitoring indicator set from one or more components (e.g., user terminal 130, storage device 140, etc.) of the system 100 for water quality monitoring or from an external source (e.g., database) via the network 120.

[0126] In some embodiments, the preset rules may also include rules for determining the indicator set display duration and / or indicator set display order of the water quality monitoring indicator set based on the relevant information of the water quality monitoring indicator. In some embodiments, the relevant information of the water quality monitoring indicator may include importance, indicator value, etc. For example, the preset rule may be that the higher the importance of the water quality monitoring indicator, the longer its indicator display duration and the more priority the indicator display order. For example, the display mode of the water quality monitoring indicator is determined based on the indicator value of the water quality monitoring indicator and the preset indicator value. For example, the difference between the indicator value of the water quality monitoring indicator and the preset indicator value is calculated. The water quality monitoring indicator with the greater difference has the higher priority of the indicator display order and the longer the indicator display duration. For example, the difference between the indicator value of the water quality monitoring indicator and the preset indicator value is calculated, and it is determined whether the difference is greater than the preset difference threshold. If so, the water quality monitoring indicator is marked. In some embodiments, the data acquisition module may obtain relevant information of the water quality monitoring indicator from one or more components (e.g., user terminal 130, storage device 140, etc.) of the water quality monitoring system 100 or from an external source (e.g., database) via the network 120.

[0127] In some embodiments, the preset rules may also include other pre-set rules for determining how to display at least one water quality detection indicator set in the screen display area, such as the font size being one, the font color being black, the font type being Kaiti, and the like.

[0128] In some embodiments, the data acquisition module may obtain preset rules from one or more components of the water quality monitoring system 100 (eg, the user terminal 130 , the storage device 140 , etc.) or from an external source (eg, a database) via the network 120 .

[0129] In some embodiments, after determining the data display mode based on the preset rules, the data display module can also adjust the data display mode based on the indicator state of each water quality monitoring indicator. The indicator state can be used to characterize the abnormal degree of the water quality monitoring indicator. In some embodiments, the indicator state can include a normal state, an abnormal state, and an invalid state, wherein more descriptions about the normal state, the abnormal state, and the invalid state can be found in other parts of this description, for example, the part after step 420.

[0130] In some embodiments, after determining the data display mode based on preset rules, for water quality monitoring indicators in abnormal states, the data display module can also adjust the display mode of the water quality monitoring indicators. In some embodiments, after determining the data display mode based on preset rules, the data display module can adjust one or any combination of the indicator display duration, indicator display order, font display format, etc. of the water quality monitoring indicators in abnormal states. For example, extend the indicator display duration. For example, the display of the water quality monitoring indicators is preferred. For example, while extending the indicator display duration, the display of the water quality monitoring indicators is given priority. For example, adjust the font color, font size, font type, display background, etc. when the water quality monitoring indicators in abnormal states are displayed, so that they are different from the display mode of water quality monitoring indicators in normal states and failure states. For example, after determining the data display mode based on preset rules, the font color of the water quality monitoring indicators is black, and the data display module can adjust the font color of the water quality monitoring indicators in abnormal states to red.

[0131] In some embodiments, after determining the data display mode based on preset rules, for the water quality monitoring indicators in the failure state, the data display module can also adjust the display mode of the water quality monitoring indicators. In some embodiments, after determining the data display mode based on preset rules, the data display module can adjust one or any combination of the indicator display duration, indicator display order, font display format, etc. of the water quality monitoring indicators in the failure state. For example, shorten the indicator display duration. For example, postpone the display of the water quality monitoring indicators in the failure state. For example, shorten the indicator display duration while delaying the display of the water quality monitoring indicators in the failure state. For example, adjust the font color, font size, font type, display background, etc. when the water quality monitoring indicators in the abnormal state are displayed, so that it is different from the display mode of the water quality monitoring indicators in the normal state and the abnormal state. For example, after determining the data display mode based on preset rules, the font color of the water quality monitoring indicators is black, and the data display module can adjust the font color of the water quality monitoring indicators in the abnormal state to red, and adjust the font color of the water quality monitoring indicators in the failure state to yellow.

[0132] In some embodiments, after determining the data display method based on preset rules, the data display method is adjusted based on the indicator status of each water quality monitoring indicator, so that users can quickly distinguish water quality monitoring indicators with different indicator status, thereby improving the user experience.

[0133] Step 420, based on the data display mode, display the water quality monitoring indicator set. In some embodiments, step 430 can be performed by a data display module.

[0134] In some embodiments, after the data display module determines the data display method, it can send the data display method to the data display device (for example, the user terminal 130), and the data display device can display at least one water quality monitoring indicator set of at least one water quality monitoring point in the screen display area according to the data display method.

[0135] In some embodiments, in order to more intuitively show the user the degree of abnormality of each water quality monitoring indicator in the screen display area and facilitate the user to distinguish the water quality monitoring indicators, the data display module can also determine the indicator status of each water quality monitoring indicator in the water quality monitoring indicator set of the water quality monitoring point, and display the indicator status of each water quality monitoring indicator in the water quality monitoring indicator set in the screen display area.

[0136] The indicator status can be used to characterize the abnormality of water quality monitoring indicators.

[0137] In some embodiments, the indicator state may include a normal state, an abnormal state, and an invalid state. The normal state may indicate that the indicator value of the water quality monitoring indicator is within a normal range, the abnormal state may indicate that the indicator value of the water quality monitoring indicator is not within a normal range, and the invalid state may indicate that the indicator value of the water quality monitoring indicator cannot be obtained.

[0138] In some embodiments, the data display module can judge the indicator state based on the indicator value of the water quality monitoring indicator and the preset normal range. In some embodiments, when the data acquisition module cannot obtain the indicator value of the water quality monitoring indicator, the data display module can judge that the indicator state of the water quality monitoring indicator is an invalid state. In some embodiments, the data acquisition module can obtain the indicator value of the water quality monitoring indicator, and the indicator value of the water quality monitoring indicator is within the normal range, and the data acquisition module can judge that the indicator state of the water quality monitoring indicator is a normal state; if the indicator value of the water quality monitoring indicator is not within the normal range, the data acquisition module can judge that the indicator state of the water quality monitoring indicator is an abnormal state. For example, the normal range of the water quality monitoring indicator of pH value is 6.5 to 8.5. If the indicator value of the water quality monitoring indicator obtained by the data acquisition module is less than 6.5 or greater than 8.5, the indicator state of the water quality monitoring indicator is judged to be an abnormal state; if the indicator value of the water quality monitoring indicator obtained by the data acquisition module is greater than or equal to 6.5 and less than or equal to 8.5, the indicator state of the water quality monitoring indicator is judged to be a normal state. In some embodiments, the data acquisition module may obtain the normal range from one or more components of the water quality monitoring system 100 (eg, the user terminal 130 , the storage device 140 , etc.) or from an external source (eg, a database) via the network 120 .

[0139] In some embodiments, for a certain water quality monitoring indicator, the data display module can determine whether the water quality monitoring indicator is abnormal based on the indicator value of the water quality monitoring indicator and the predicted indicator value. For example, if the difference between the predicted indicator value and the indicator value of the water quality monitoring indicator is greater than a threshold value, it indicates an abnormality, otherwise it indicates normal. The predicted indicator value is similar to the indicator value of the predicted failure state in the following text, for example, predicted by a prediction model. For example, the water quality detection index a of the water quality monitoring point A is predicted, and the input of the prediction model includes the water quality indicator set of other water quality monitoring points, and other water quality detection indicators of the water quality monitoring point A except the water quality detection index a, and the output is the predicted value of the water quality monitoring index a of the water quality monitoring point A.

[0140] In some embodiments, the data display module can also determine the possible cause of the abnormality of the water quality monitoring indicator in the abnormal state based on the indicator state of the same water quality monitoring indicator of other water quality monitoring points. For example, the data display module can determine the water quality monitoring point corresponding to the water quality monitoring indicator in the abnormal state, use it as the abnormal water quality monitoring point, determine the water quality monitoring point located upstream of the abnormal water quality monitoring point, use it as the upstream water quality monitoring point, obtain the indicator state of the same water quality monitoring indicator of the upstream water quality monitoring point, if the indicator state of the same water quality monitoring indicator of the upstream water quality monitoring point is normal, then the possible cause of the abnormality is that the abnormal water quality monitoring point is polluted by sewage. For another example, determine the water quality monitoring point located downstream of the abnormal water quality monitoring point, use it as the downstream water quality monitoring point, obtain the indicator state of the same water quality monitoring indicator of the downstream water quality monitoring point, if the indicator state of the same water quality monitoring indicator of the downstream water quality monitoring point is normal, then the possible cause of the abnormality is that the water quality monitoring device may have a malfunction.

[0141] In some embodiments, the data display module may also display the possible causes of abnormality of the water quality monitoring indicators in the failed state in the screen display area, for example, in the form of text or icon.

[0142] In some embodiments, the data display module can use different display forms to display the indicator status of each water quality detection indicator in the screen display area. For example, the data display module can use different icons to represent different indicator states (for example, a square icon represents a normal state, a triangular icon represents an abnormal state, and a circular icon represents an invalid state). By way of example, when the screen display area displays the water quality detection indicator, an image used to characterize the indicator status of the water quality detection indicator can be displayed on one side of the water quality detection indicator. For example, the data display module can use different display backgrounds to represent different indicator states, and the water quality detection indicator can be displayed on the display background. By way of example, in combination Figure 6 , water quality monitoring indicator A is in an abnormal state, water quality monitoring indicator C is in an invalid state, water quality monitoring indicator B and water quality monitoring indicator D are both in normal state, and different display backgrounds 610 are used when displaying. For example, for water quality monitoring indicators in different indicator states, the data display module can also determine one or any combination of its font color, font size, font type, etc. to make it display differently from water quality monitoring indicators in other indicator states. Figure 6For example, water quality monitoring index A is in an abnormal state, water quality monitoring index C is in an invalid state, water quality monitoring index B and water quality monitoring index D are both in normal state, and the font of water quality monitoring index A in abnormal state is larger than that of water quality monitoring index B and water quality monitoring index D in normal state and water quality monitoring index C in invalid state, and water quality monitoring index C in invalid state is bolded compared with water quality monitoring index B and water quality monitoring index D in normal state and water quality monitoring index A in abnormal state.

[0143] In some embodiments, for the water quality monitoring index in the failure state, the data display module can also determine the predicted value of the water quality monitoring index, wherein the predicted value is the possible value of the index value of the water quality monitoring index. In some embodiments, the data display module can determine the predicted value of the water quality monitoring index in the failure state based on the historical value of the water quality monitoring index. For example, the data display module can perform weighted averaging on the historical values ​​of the water quality monitoring index to determine the predicted value of the water quality monitoring index. For example, for the water quality monitoring index of pH value in the water quality monitoring index set A, its historical values ​​include X1, X2, and X3, then its predicted value = (a1X1+a2X2+a3X3) / 3, wherein a1 is the weight of X1, a2 is the weight of X2, and a3 is the weight of X3.

[0144] In some embodiments, the data display module can also determine the predicted value of the water quality monitoring indicator in the failure state based on other related water quality monitoring indicators in the water quality monitoring indicator set. For example, microorganisms need to survive at a suitable temperature. When the temperature water quality monitoring indicator is in a failure state, the data display module can also determine the predicted value of the temperature based on the microbial content in the water quality monitoring indicator set.

[0145] In some embodiments, the data display module may also display the predicted value of the water quality monitoring index in the failed state as the index value in the screen display area. In some embodiments, in order to facilitate the user to distinguish the predicted value from the index value determined based on the water quality detection device, the data display module may display the predicted value and the index value determined based on the water quality detection device in different display modes. For example, one or any combination of different colors, backgrounds, font sizes, font types, etc. may be used to display the predicted value and the index value determined based on the water quality detection device.

[0146] In some embodiments, the data display module may also mark the water quality detection indicator in a failed state as a failed water quality monitoring indicator, and determine the predicted value of the failed water quality monitoring indicator based on other water quality monitoring indicator sets, wherein the other water quality detection indicator sets may be water quality monitoring indicator sets other than the water quality monitoring indicator set to which the failed water quality monitoring indicator belongs.

[0147] In some embodiments, the data display module can determine the predicted value of the failed water quality monitoring indicator for the water quality monitoring indicator of the same type as the failed water quality monitoring indicator in other water quality monitoring indicator sets. For example, the data display module can determine the water quality monitoring point corresponding to the water quality monitoring indicator set to which the failed water quality monitoring indicator belongs, mark it as a failed water quality monitoring point, determine the water quality monitoring point located upstream of the failed water quality monitoring point, mark it as an upstream water quality monitoring point, and obtain the indicator value of the same type of water quality monitoring indicator in the water quality monitoring indicator set corresponding to the upstream water quality monitoring point for determining the predicted value of the failed water quality monitoring indicator. For example, the PH value in the water quality monitoring indicator set X1 corresponding to the failed water quality monitoring point B is the failed water quality monitoring indicator, and the PH value in the water quality monitoring indicator set X2 corresponding to the upstream water quality monitoring point C is 7.5. The data display module can use the indicator value of the PH value in the water quality monitoring indicator set X2 as the predicted value of the failed water quality monitoring indicator, that is, 7.5 as the predicted value of the PH value in the water quality monitoring indicator set X1. For example, the data display module can perform weighted averaging on the water quality monitoring indicators of the same type as the failed water quality monitoring indicators in all other water quality monitoring indicator sets, and use the weighted average result as the predicted value of the failed water quality monitoring indicator. For example, for water quality monitoring indicator set X1, water quality monitoring indicator set X2, and water quality monitoring indicator set X3, the PH value in water quality monitoring indicator set X1 is the failed water quality monitoring indicator, and its predicted value = (a2*PH value of water quality monitoring indicator set X2+a3*PH value of water quality monitoring indicator set X3) / 2, where a2 is the weight of water quality monitoring indicator set X2, and a3 is the weight of water quality monitoring indicator set X3. In some embodiments, the weight of the water quality monitoring indicator set can be determined based on the relative position relationship between the failed water quality monitoring point and the water quality monitoring point corresponding to the other water quality monitoring indicator sets. For example, the water quality monitoring point closer to the failed water quality monitoring point has a greater weight than the other water quality monitoring indicator sets.

[0148] In some embodiments, the data display module can also predict the predicted value of the failed water quality monitoring indicator based on the prediction model. In some embodiments, the prediction model can include but is not limited to a neural network (NN), a convolutional neural network (CNN), a deep neural network (DNN), etc. or any combination thereof. For example, the machine learning model can be a model formed by combining a convolutional neural network and a deep neural network.

[0149] In some embodiments, in combination Figure 5, the input of the prediction model includes other water quality monitoring indicator sets and other water quality monitoring indicators in the water quality monitoring indicator set to which the failed water quality monitoring indicator belongs, and the output is the predicted value of the failed water quality monitoring indicator. For example, water quality monitoring indicator a of water quality monitoring point A is in a failed state, and the input of the prediction model is other water quality monitoring indicators of water quality monitoring indicator set X1 to which water quality monitoring indicator a belongs and water quality monitoring indicator sets of other water quality monitoring points, and the output is the predicted value of water quality monitoring indicator a of water quality monitoring point A.

[0150] In some embodiments, the input of the prediction model may also include the relative position relationship between the failed water quality monitoring point and other water quality monitoring points. In some embodiments, the relative position relationship may include the distance between the failed water quality monitoring point and other water quality monitoring points, the upstream and downstream relationship between the failed water quality monitoring point and other water quality monitoring points, etc. In some embodiments, the input of the prediction model may also include relevant information of the failed water quality monitoring point, for example, the distance between the failed water quality monitoring point and the sewage outlet, the water flow velocity of the failed water quality monitoring point, the weather information of the failed water quality monitoring point, etc.

[0151] It should be noted that the above description of the process 200 is only for example and illustration, and does not limit the scope of application of this specification. For those skilled in the art, various modifications and changes can be made to the process 200 under the guidance of this specification. However, these modifications and changes are still within the scope of this specification.

[0152] The basic concepts have been described above. Obviously, for those skilled in the art, the above detailed disclosure is only for example and does not constitute a limitation of this specification. Although not explicitly stated here, those skilled in the art may make various modifications, improvements and corrections to this specification. Such modifications, improvements and corrections are suggested in this specification, so such modifications, improvements and corrections still belong to the spirit and scope of the exemplary embodiments of this specification.

[0153] At the same time, this specification uses specific words to describe the embodiments of this specification. For example, "one embodiment", "an embodiment", and / or "some embodiments" refer to a certain feature, structure or characteristic related to at least one embodiment of this specification. Therefore, it should be emphasized and noted that "one embodiment" or "an embodiment" or "an alternative embodiment" mentioned twice or more in different positions in this specification does not necessarily refer to the same embodiment. In addition, certain features, structures or characteristics in one or more embodiments of this specification can be appropriately combined.

[0154] In addition, unless explicitly stated in the claims, the order of the processing elements and sequences described in this specification, the use of alphanumeric characters, or the use of other names are not intended to limit the order of the processes and methods of this specification. Although the above disclosure discusses some invention embodiments that are currently considered useful through various examples, it should be understood that such details are only for illustrative purposes, and the attached claims are not limited to the disclosed embodiments. On the contrary, the claims are intended to cover all modifications and equivalent combinations that are consistent with the essence and scope of the embodiments of this specification. For example, although the system components described above can be implemented by hardware devices, they can also be implemented only by software solutions, such as installing the described system on an existing server or mobile device.

[0155] Similarly, it should be noted that in order to simplify the description disclosed in this specification and thus help understand one or more embodiments of the invention, in the above description of the embodiments of this specification, multiple features are sometimes combined into one embodiment, figure or description thereof. However, this disclosure method does not mean that the features required by the subject matter of this specification are more than the features mentioned in the claims. In fact, the features of the embodiments are less than all the features of the single embodiment disclosed above.

[0156] In some embodiments, numbers describing the number of components and attributes are used. It should be understood that such numbers used in the description of the embodiments are modified by the modifiers "about", "approximately" or "substantially" in some examples. Unless otherwise specified, "about", "approximately" or "substantially" indicate that the numbers are allowed to vary by ±20%. Accordingly, in some embodiments, the numerical parameters used in the specification and claims are approximate values, which may change according to the required features of individual embodiments. In some embodiments, the numerical parameters should take into account the specified significant digits and adopt the general method of retaining digits. Although the numerical domains and parameters used to confirm the breadth of their range in some embodiments of this specification are approximate values, in specific embodiments, the setting of such numerical values ​​is as accurate as possible within the feasible range.

[0157] Each patent, patent application, patent application publication, and other materials, such as articles, books, specifications, publications, documents, etc., cited in this specification are hereby incorporated by reference in their entirety. Except for application history documents that are inconsistent with or conflicting with the contents of this specification, documents that limit the broadest scope of the claims of this specification (currently or later attached to this specification) are also excluded. It should be noted that if the descriptions, definitions, and / or use of terms in the materials attached to this specification are inconsistent or conflicting with the contents described in this specification, the descriptions, definitions, and / or use of terms in this specification shall prevail.

[0158] Finally, it should be understood that the embodiments described in this specification are only used to illustrate the principles of the embodiments of this specification. Other variations may also fall within the scope of this specification. Therefore, as an example and not a limitation, alternative configurations of the embodiments of this specification may be considered consistent with the teachings of this specification. Accordingly, the embodiments of this specification are not limited to the embodiments explicitly introduced and described in this specification.

Claims

1. A method for water quality monitoring, characterized in that: include: Based on the water quality detection device, at least one water quality monitoring indicator set of at least one water quality monitoring point is obtained, the at least one water quality detection indicator set corresponds to the at least one water quality monitoring point, and one of the at least one water quality monitoring indicator set includes at least one water quality monitoring indicator; For one of the at least one water quality monitoring point, determining an indicator state of each of the water quality monitoring indicators in the water quality monitoring indicator set of the water quality monitoring point, wherein the indicator state includes a normal state, an abnormal state, and an invalid state, including: For a certain water quality monitoring indicator, determining whether the water quality monitoring indicator is abnormal based on the indicator value of the water quality monitoring indicator and the predicted indicator value, wherein the predicted indicator value is based on the water quality monitoring indicator set of other water quality monitoring points, and other water quality detection indicators at the water quality monitoring point, except for the water quality detection indicator whose indicator value needs to be predicted, are obtained by prediction through a first prediction model; In response to being unable to obtain the indicator value of the water quality monitoring indicator, determining that the indicator state of the water quality monitoring indicator is the failed state, the predicted value of the water quality monitoring indicator in the failed state is determined by a second prediction model based on other water quality monitoring indicator sets, other water quality monitoring indicators in the water quality monitoring indicator set to which the failed water quality monitoring indicator belongs, the relative position relationship between the failed water quality monitoring point and other water quality monitoring points, and relevant information of the failed water quality monitoring point, the relative position relationship including the distance between the failed water quality monitoring point and the other water quality monitoring points, or the upstream and downstream relationship between the failed water quality monitoring point and the other water quality monitoring points, the relevant information of the failed water quality monitoring point including the distance between the failed water quality monitoring point and the sewage outlet, the water flow velocity of the failed water quality monitoring point, and the weather information of the failed water quality monitoring point; Receive a data display request sent from a user terminal; In response to the data display request, displaying the at least one water quality monitoring indicator set of the at least one water quality monitoring point in a screen display area, and displaying the indicator status of each water quality monitoring indicator in the water quality monitoring indicator set in a screen display area; The displaying of the at least one water quality monitoring indicator set of the at least one water quality monitoring point in the screen display area includes: Based on preset rules, determining a data display mode, wherein the data display mode includes at least one of an indicator set display duration, an indicator set display sequence, an indicator display duration, and an indicator display sequence; Adjusting the data display method based on the indicator status of each of the water quality monitoring indicators; Based on the adjusted data display mode, the at least one water quality monitoring indicator set of the at least one water quality monitoring point is displayed in the screen display area.

2. The method according to claim 1, characterized in that The displaying of the at least one water quality monitoring indicator set of the at least one water quality monitoring point in the screen display area includes: Obtaining historical viewing data of the user terminal; Determining a display mode for displaying data based on the historical viewing data; Based on the data display mode, the at least one water quality monitoring indicator set of the at least one water quality monitoring point is displayed in the screen display area.

3. A water quality monitoring system, characterized in that: include: A data acquisition module, configured to acquire at least one water quality monitoring indicator set of at least one water quality monitoring point based on a water quality detection device, wherein the at least one water quality detection indicator set corresponds to the at least one water quality monitoring point, and one of the at least one water quality monitoring indicator set includes at least one water quality monitoring indicator; A request receiving module, used for receiving a data display request sent from a user terminal; A data display module, configured to respond to the data display request, display the at least one water quality monitoring indicator set of the at least one water quality monitoring point in a screen display area, and display the indicator status of each water quality monitoring indicator in the water quality monitoring indicator set in a screen display area; The data display module is also used for: For one of the at least one water quality monitoring point, determining an indicator state of each of the water quality monitoring indicators in the water quality monitoring indicator set of the water quality monitoring point, wherein the indicator state includes a normal state, an abnormal state, and an invalid state, including: For a certain water quality monitoring indicator, determining whether the water quality monitoring indicator is abnormal based on the indicator value of the water quality monitoring indicator and the predicted indicator value, wherein the predicted indicator value is based on the water quality monitoring indicator set of other water quality monitoring points, and other water quality detection indicators at the water quality monitoring point, except for the water quality detection indicator whose indicator value needs to be predicted, are obtained by prediction through a first prediction model; In response to being unable to obtain the indicator value of the water quality monitoring indicator, determining that the indicator state of the water quality monitoring indicator is the failed state, the predicted value of the water quality monitoring indicator in the failed state is determined by a second prediction model based on other water quality monitoring indicator sets, other water quality monitoring indicators in the water quality monitoring indicator set to which the failed water quality monitoring indicator belongs, the relative position relationship between the failed water quality monitoring point and other water quality monitoring points, and relevant information of the failed water quality monitoring point, the relative position relationship including the distance between the failed water quality monitoring point and the other water quality monitoring points, or the upstream and downstream relationship between the failed water quality monitoring point and the other water quality monitoring points, the relevant information of the failed water quality monitoring point including the distance between the failed water quality monitoring point and the sewage outlet, the water flow velocity of the failed water quality monitoring point, and the weather information of the failed water quality monitoring point; The displaying of the at least one water quality monitoring indicator set of the at least one water quality monitoring point in the screen display area includes: Based on preset rules, determining a data display mode, wherein the data display mode includes at least one of an indicator set display duration, an indicator set display sequence, an indicator display duration, and an indicator display sequence; Adjusting the data display method based on the indicator status of each of the water quality monitoring indicators; Based on the adjusted data display mode, the at least one water quality monitoring indicator set of the at least one water quality monitoring point is displayed in the screen display area.

4. The system according to claim 3, characterized in that The data display module is also used for: Obtaining historical viewing data of the user terminal; Determining a display mode for displaying data based on the historical viewing data; Based on the data display mode, the at least one water quality monitoring indicator set of the at least one water quality monitoring point is displayed in the screen display area.

5. A water quality monitoring device, comprising a processor, wherein the processor is used to execute the water quality monitoring method as described in any one of claims 1 to 2.

6. A computer-readable storage medium, wherein the storage medium stores computer instructions. When a computer reads the computer instructions in the storage medium, the computer executes the water quality monitoring method as described in any one of claims 1 to 2.

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