Water quality online detection and monitoring system and intelligent water tank with same

Abstract

The invention provides a water quality on-line detection and monitoring system and an intelligent water tank with the same. The water quality on-line detection and monitoring system comprises a first detection module, a second detection module and a control module, wherein the first detection module is used for detecting a first parameter of transmission water in a target water pipe; the second detection module is used for sampling transmission water in the target water pipe and detecting a second parameter for sampling; the data transmission module wirelessly transmits the first detection data and the second detection data to the cloud platform, and then the cloud platform module performs detection analysis to determine a water quality detection result; the monitoring feedback module performs data presentation analysis, information presentation feedback and water quality detection result presentation feedback; and the result response module performs water treatment on the problem water quality when the water quality detection result is that the problem water quality exists. The cloud platform is adopted to realize efficient monitoring of water quality, time consumption of water quality detection is reduced, a water quality detection result can be obtained in a short time, problem water quality can be treated in time, and good water quality is guaranteed.

Description

Technical Field

[0001] The present invention relates to the technical field of water quality monitoring, and particularly to an online water quality detection and monitoring system and an intelligent water tank equipped with the same. Background Art

[0002] Water is the basis of life and also the core resource for the development of human civilization. With the growth of the global population, the acceleration of the industrialization process, and the intensification of climate change, water body management is a very important topic. Water quality is an important indicator to measure the quality of water bodies, reflecting the physical, chemical, and biological characteristics of water bodies. It is not only the basis for human health and the ecological environment but also a key factor in economic development.

[0003] To ensure good water quality, water quality is usually detected and monitored to find out the quality of water, so as to ensure human health, promote the ecological environment and economic development based on good water quality. Moreover, when using a water tank to store water, water treatment can be carried out on the water entering the water tank in a timely manner through water quality detection and monitoring, avoiding poor-quality water from entering the water tank, effectively ensuring the quality of the water in the water tank, improving the safety of water supply in the water tank, and at the same time being able to avoid reducing the risks of corrosion, scaling, and biological contamination, thereby extending the life of the water tank.

[0004] Currently, when conducting water quality detection and monitoring, the detection efficiency is low, and it takes a long time to obtain the water quality detection results. Therefore, when there is problem water quality, it is impossible to deal with the problem water quality in a timely manner. Therefore, the present invention proposes an online water quality detection and monitoring system and an intelligent water tank equipped with the same, which uses a cloud platform to achieve efficient monitoring of water quality, reduces the time consumption of water quality detection, enables the water quality detection results to be obtained in a short time, and then can deal with the problem water quality in a timely manner to ensure good water quality. Summary of the Invention

[0005] The purpose of the present invention is to provide an online water quality detection and monitoring system and an intelligent water tank equipped with the same to solve the problems raised in the above background art.

[0006] To achieve the above purpose, the present invention provides the following technical solutions: An online water quality detection and monitoring system and an intelligent water tank equipped with the same, including: a first detection module, a second detection module, a data transmission module, a cloud platform module, a monitoring feedback module, and a result response module;

[0007] The first detection module is used to perform first parameter detection on the transmitted water in the target water pipe to obtain first detection data;

[0008] The second detection module is used to take a sample of the transmitted water in the target water pipe and perform second parameter detection on the sample to obtain second detection data;

[0009] The data transmission module is used to wirelessly transmit the first detection data and the second detection data to the cloud platform;

[0010] The cloud platform module is used to perform detection and analysis on the first detection data and the second detection data by using the cloud platform to obtain the water quality detection result;

[0011] The monitoring and feedback module is used to perform data presentation analysis and information presentation feedback based on the first detection data and the second detection data, and at the same time perform presentation feedback on the water quality detection result;

[0012] The result response module is used to perform water treatment on the problematic water quality when the water quality detection result is problematic water quality.

[0013] Further, the first detection module includes: a first detection unit, a second detection unit, and a first collection unit. The first detection unit uses a detection sensor to perform induction monitoring on the transmitted water in the target water pipe based on the target induction detection position to obtain the first detection sub-data; the second detection unit uses multi-source spectroscopy to perform light source irradiation detection on the target spectral detection position of the target water pipe, and at the same time uses the first collection unit to collect the irradiation phenomenon at the target spectral detection position to obtain the irradiation detection data.

[0014] Further, the second detection module includes: a detection sampling unit, a third detection unit, and a second collection unit;

[0015] The detection sampling unit is used to sample the transmitted water in the target water pipe to obtain a detection sample;

[0016] The third detection unit is used to perform microbial detection on the detection sample by using a membrane filtration device;

[0017] The second collection unit is used to monitor the third detection unit and collect the detection phenomenon information during the microbial detection process of the third detection unit to obtain the second detection data.

[0018] Further, when the data transmission module wirelessly transmits the first detection data and the second detection data to the cloud platform, it monitors the first detection data and the second detection data for the first detection module and the second detection module respectively. When there is the first detection data in the first detection module or the second detection data in the second detection module, it performs real-time transmission on the first detection data or the second detection data, including:

[0019] Determine the data source of the first detection data or the second detection data, and perform data source feature analysis on the data source to obtain the data source feature;

[0020] Determine the data preprocessing scheme according to the data source feature to obtain the target preprocessing scheme;

[0021] Preprocess the first detection data or the second detection data according to the target preprocessing scheme to obtain the first processed first detection data or the first processed second detection data;

[0022] Perform data type feature analysis on the first processed first detection data or the first processed second detection data, determine the data type features, and perform data security analysis according to the data type features to determine the target encryption scheme;

[0023] Perform security processing on the first processed first detection data or the first processed second detection data according to the target encryption scheme to obtain the second processed first detection data or the second processed second detection data;

[0024] Obtain the transmission characteristics of wireless transmission, and perform transmission configuration on the second processed first detection data or the second processed second detection data according to the transmission characteristics to determine the target transmission parameters;

[0025] Perform data transmission on the second processed first detection data or the second processed second detection data according to the transmission characteristics based on the target transmission parameters.

[0026] Furthermore, the cloud platform module includes: a standard analysis unit and a detection analysis unit;

[0027] The standard analysis unit is used to analyze the type of the target water pipe to determine the water quality standard of the water transmitted in the target water pipe;

[0028] The detection analysis unit is used to establish a water quality detection model for the first detection data and the second detection data in combination with the water quality standard, and analyze whether there is problematic water quality in the target water pipe according to the water quality detection model to obtain the water quality detection result.

[0029] Furthermore, the cloud platform module further includes: a model storage unit; the model storage unit is used to store and manage the water quality detection model, including:

[0030] Store the water quality detection model, and at the same time establish a model storage file;

[0031] When analyzing whether there is problematic water quality in the target water pipe according to the water quality detection model, record the model usage in the model storage file to obtain the model usage record;

[0032] Monitor the model usage record and obtain the model usage record update information;

[0033] Analyze whether the model usage record is continuously updated according to the model usage record update information. When the model usage record is not continuously updated, determine the model usage record pause update time;

[0034] The analysis model uses the record pause update time of the model usage to determine whether it exceeds a preset threshold. When the record pause update time of the model usage exceeds the preset threshold, the stored information is retrieved according to the water quality detection model to determine the stored summary information of the water quality detection model;

[0035] Clear the stored information of the water quality detection model according to the stored summary information of the water quality detection model.

[0036] Further, the detection and analysis unit establishes a water quality detection model for the first detection data and the second detection data in combination with water quality standards, including:

[0037] Obtain the water pipe feature information for the target water pipe, and perform matching of the water quality detection model in the model storage unit according to the water pipe feature information to obtain a matching analysis result;

[0038] When the matching analysis result indicates that there is no matching water quality detection model in the model storage unit, determine the standardized dimension for the first detection data and the second detection data respectively to obtain data standardization information;

[0039] Establish an identification normalization model for the first detection data and the second detection data in combination with the data standardization information to obtain the first sub-model of water quality detection;

[0040] Establish an analysis and judgment model for the standardized first detection data and the standardized second detection data in combination with the water quality standard of the water transmitted in the target water pipe to obtain the second sub-model of water quality detection;

[0041] Combine the first sub-model of water quality detection and the second sub-model of water quality detection to obtain a water quality detection model.

[0042] Further, the monitoring and feedback module includes: a first feedback unit and a second feedback unit;

[0043] The first feedback unit is used for classifying and feedbacking detection data, including:

[0044] Classify the detection data, and divide the feedback presentation board according to the classification result to obtain a presentation feedback template;

[0045] Perform corresponding matching of the first detection data and the second detection data in the presentation feedback template, and perform data allocation based on the corresponding matching result to obtain block data information;

[0046] Determine the presentation information according to the block data information to obtain the current presentation information;

[0047] Update the presentation information of the corresponding feedback presentation board in the presentation feedback template according to the current presentation information;

[0048] The second feedback unit is used to give feedback on the water quality detection result, including:

[0049] Conduct a preliminary analysis on the water quality detection result to determine whether the current water quality detection result is the same as the previous one;

[0050] When the current water quality detection result is the same as the previous one, obtain the feedback information on the previous water quality detection result, and directly use the feedback information on the previous water quality detection result as the feedback information on the current water quality detection result for feedback update;

[0051] When the current water quality detection result is different from the previous one, determine the key information for the current water quality detection result and the previous one respectively to obtain the first key information and the second key information, retrieve the feedback information on the previous water quality detection result, and match it according to the second key information in the feedback information on the previous water quality detection result to obtain a matching result. Then, modify and replace it with the first key information based on the matching result to obtain the feedback information on the current water quality detection result. Next, mark the changes in the feedback information on the current water quality detection result so that the feedback information on the current water quality detection result is significantly different from the feedback information on the previous water quality detection result, obtaining the processed feedback information on the current water quality detection result. Furthermore, conduct feedback update according to the processed feedback information on the current water quality detection result.

[0052] Furthermore, the result response module includes: an identification unit and a processing unit; the identification unit is used to identify the water quality detection result, determine whether there is a problem with the water quality in the target water pipe, and when there is a problem with the water quality in the target water pipe, determine the signal for water quality problem treatment; the processing unit is used to retrieve the detection and analysis data according to the signal for water quality problem treatment, and conduct water treatment guidance on the transmitted water in the target water pipe according to the detection and analysis data. When the processing unit conducts water treatment guidance on the transmitted water in the target water pipe according to the detection and analysis data, it includes:

[0053] Analyze the problem cause according to the detection and analysis data to determine the target treatment problem;

[0054] Match the treatment device based on the target treatment problem, and determine the target treatment device according to the matching result;

[0055] Analyze the data of the target treatment device;

[0056] When there is one target treatment device, determine the enabling control information for the target treatment device, and introduce the transmitted water in the target water pipe into the target treatment device for water treatment according to the enabling control information;

[0057] When there are two or more target processing devices, the target processing devices are combined to obtain a target processing combined device, and enabling control information is determined for the target processing combined device. Then, the transferred water in the target water pipe is introduced into the target processing device for water treatment according to the enabling control information.

[0058] An intelligent water tank equipped with the water quality on-line detection and monitoring system described in any one of the above. When the intelligent water tank stores water through a water pipe, the water quality on-line detection and monitoring are realized through the water quality on-line detection and monitoring system to ensure good water quality.

[0059] The present invention uses a cloud platform to realize centralized monitoring of water quality, enabling efficient analysis of detection data for multiple target water pipes in the cloud platform module, reducing the time consumption of water quality detection, obtaining water quality detection results in a short time, thus timely discovering water quality problems and promptly treating the problem water quality to ensure good water quality.

[0060] Other features and advantages of the present invention will be described in the subsequent specification, and in part, will be obvious from the specification, or will be understood by implementing the present invention. The objectives and other advantages of the present invention can be realized and obtained through the structure specifically pointed out in the application documents.

[0061] The technical solutions of the present invention will be further described in detail below with reference to the drawings and embodiments. Description of the Drawings

[0062] The drawings are used to provide further understanding of the present invention, and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation to the present invention. In the drawings:

[0063] Figure 1 is a schematic diagram of the water quality on-line detection and monitoring system described in the present invention;

[0064] Figure 2 is a schematic diagram of the first detection module in the water quality on-line detection and monitoring system described in the present invention;

[0065] Figure 3 is a schematic diagram of the second detection module in the water quality on-line detection and monitoring system described in the present invention;

[0066] Figure 4 is a schematic diagram of the steps of the data transmission module in the water quality on-line detection and monitoring system described in the present invention;

[0067] Figure 5 is a schematic diagram of a cloud platform module in the water quality on-line detection and monitoring system described in the present invention;

[0068] Figure 6Another schematic diagram of the cloud platform module in the water quality on-line detection and monitoring system described in the present invention;

[0069] Figure 7 Schematic flow diagram of the model storage unit of the cloud platform module in the water quality on-line detection and monitoring system described in the present invention;

[0070] Figure 8 Schematic diagram of the steps of the detection and analysis unit of the cloud platform module in the water quality on-line detection and monitoring system described in the present invention. Detailed implementation manners

[0071] The following describes the preferred embodiments of the present invention with reference to the accompanying drawings. It should be understood that the preferred embodiments described herein are only used to illustrate and explain the present invention, and are not used to limit the present invention.

[0072] As Figure 1 shown, the embodiment of the present invention provides a water quality on-line detection and monitoring system, including: a first detection module, a second detection module, a data transmission module, a cloud platform module, a monitoring feedback module, and a result response module;

[0073] The first detection module is used to perform a first parameter detection on the transmitted water in the target water pipe to obtain first detection data;

[0074] The second detection module is used to take a sample of the transmitted water in the target water pipe and perform a second parameter detection on the sample to obtain second detection data;

[0075] The data transmission module is used to wirelessly transmit the first detection data and the second detection data to the cloud platform;

[0076] The cloud platform module is used to perform detection and analysis on the first detection data and the second detection data by using the cloud platform to obtain a water quality detection result;

[0077] The monitoring feedback module is used to perform data presentation analysis and information presentation feedback according to the first detection data and the second detection data, and at the same time perform presentation feedback on the water quality detection result;

[0078] The result response module is used to perform water treatment on the problematic water quality when the water quality detection result is problematic water quality.

[0079] In the above technical solution, the first detection module and the second detection module are respectively connected to the cloud platform module through the data transmission module, and the cloud platform module is also connected to the monitoring feedback module and the result response module.

[0080] In the above technical solution, the first detection module and the second detection module are arranged on the target water pipe.

[0081] The above technical solution uses a cloud platform to achieve centralized monitoring of water quality, enabling efficient analysis of detection data for multiple target water pipes in the cloud platform module, reducing the time consumption of water quality detection, obtaining water quality detection results in a short time, thus enabling timely discovery of water quality problems and timely treatment of problem water quality to ensure good water quality.

[0082] In an embodiment provided by the present invention, as Figure 2 shown, the first detection module includes: a first detection unit, a second detection unit, and a first acquisition unit. The first detection unit uses a detection sensor to perform inductive monitoring on the transmitted water in the target water pipe based on the target induction detection position to obtain first detection sub-data; the second detection unit uses multi-source spectroscopy to perform light source irradiation detection on the target spectral detection position of the target water pipe, and at the same time, the first acquisition unit performs irradiation phenomenon acquisition on the target spectral detection position to obtain irradiation detection data.

[0083] In the above technical solution, the target induction detection position and the target spectral detection position can be the same position of the target water pipe or different positions on the target water pipe.

[0084] In the above technical solution, the irradiation detection data is another sub-data of the first detection data. The first detection data includes: first detection sub-data and irradiation detection data.

[0085] In the above technical solution, the detection sensors include: electromagnetic flow meters, dissolved oxygen sensors, pH sensors, etc.

[0086] In the above technical solution, when the second detection unit uses multi-source spectroscopy to perform light source irradiation detection on the target spectral detection position of the target water pipe, excitation light sources of multiple different wavelength bands are used to irradiate and detect the transmitted water at the target spectral detection position in the target water pipe.

[0087] The above technical solution realizes direct detection of the target water pipe through the first detection module, enabling real-time inductive monitoring and light source irradiation detection directly on the transmitted water in the target water pipe. Moreover, the sensitivity and accuracy of the detection sensors are extremely high, enabling acquisition of detection data during the transmission of water in the target water pipe, reducing the impact of water quality detection on the target water pipe, and at the same time, more accurate first detection sub-data can be obtained in a short time, effectively improving the efficiency of the first detection unit. And when the second detection unit performs official irradiation detection, it cooperates with the first acquisition unit to obtain irradiation detection data. The second detection unit and the first acquisition unit cooperate with each other to perform light source irradiation when the transmitted water passes through the target spectral detection position, obtain irradiation detection data in an extremely short time, and do not affect the transportation of the transmitted water in the target water pipe, improving the acquisition efficiency of the irradiation detection data.

[0088] In an embodiment provided by the present invention, as Figure 3 shown, the second detection module includes: a detection sampling unit, a third detection unit, and a second acquisition unit;

[0089] The detection sampling unit is used to sample the transmitted water in the target water pipe to obtain a detection sample;

[0090] The third detection unit is used to perform microbial detection on the detection sample by using a membrane filtration device;

[0091] The second acquisition unit is used to monitor the third detection unit and collect the detection phenomenon information during the microbial detection process of the third detection unit to obtain second detection data.

[0092] In the above technical solution, the detection sampling unit is connected to the target water pipe, and when sampling the transmitted water in the target water pipe, a small amount of water is discharged from the transmitted water in the target water pipe to obtain a detection sample.

[0093] In the above technical solution, the detection sampling unit is connected to the third detection unit. When the detection sampling unit obtains a detection sample, it is directly transferred to the third detection unit for microbial detection.

[0094] In the above technical solution, the membrane filtration device uses a reusable device to implement the membrane filtration technology.

[0095] In the above technical solution, the microbial detection of water quality is realized through the second detection module, so as to clarify the microbial content status of the transmitted water. By using the detection sampling unit to obtain a small amount of transmitted water in the target water pipe, the microbial content status of the transmitted water can be determined, and the transmission of the transmitted water will not be affected too much. Moreover, through the third detection unit, the membrane filtration device is used to realize the repeated detection of microorganisms, and the content of microorganisms such as bacteria, viruses, and algae in the transmitted water is clarified through the detection sample, which is simple and convenient. And the second acquisition unit can timely collect the detection phenomenon information and obtain the second detection data in time to realize the continuous monitoring and detection of the second detection module.

[0096] In an embodiment provided by the present invention, when the data transmission module wirelessly transmits the first detection data and the second detection data to the cloud platform, it monitors the first detection data and the second detection data for the first detection module and the second detection module respectively. When there is first detection data in the first detection module or second detection data in the second detection module, as Figure 4 shown, the real-time transmission of the first detection data or the second detection data is performed, including:

[0097] A1. Determine the data source of the first detection data or the second detection data, and perform data source feature analysis on the data source to obtain data source features;

[0098] A2. Determine a data preprocessing scheme according to the characteristics of the data source to obtain a target preprocessing scheme;

[0099] A3. Preprocess the first detection data or the second detection data according to the target preprocessing scheme to obtain the first processed first detection data or the first processed second detection data;

[0100] A4. Analyze the data type characteristics of the first processed first detection data or the first processed second detection data, determine the data type characteristics, and perform data security analysis according to the data type characteristics to determine the target encryption scheme;

[0101] A5. Perform security processing on the first processed first detection data or the first processed second detection data according to the target encryption scheme to obtain the second processed first detection data or the second processed second detection data;

[0102] A6. Obtain the transmission characteristics of wireless transmission, and perform transmission configuration on the second processed first detection data or the second processed second detection data according to the transmission characteristics to determine the target transmission parameters;

[0103] A7. Perform data transmission on the second processed first detection data or the second processed second detection data according to the target transmission parameters for the transmission characteristics.

[0104] In the above technical solution, the data transmission module includes: a first transmission unit and a second transmission unit; the first transmission unit is used for real-time transmission of the first detection data; the second transmission unit is used for real-time transmission of the second detection data.

[0105] In the above technical solution, the data source includes: sensor signals and image information, and the data source characteristics refer to the data characteristics obtained from the sensor signals and the data characteristics obtained from the image information.

[0106] In the above technical solution, the data source characteristics include: data missing, data attenuation, data dispersion, etc.

[0107] In the above technical solution, the data type characteristics include: text, numbers, combination of text and numbers, etc.

[0108] In the above technical solution, when performing data transmission on the second processed first detection data or the second processed second detection data according to the target transmission parameters for the transmission characteristics, monitoring and optimization are also performed on the data transmission, including:

[0109] Monitor the data transmission to obtain transmission monitoring information;

[0110] Perform transmission performance analysis based on transmission monitoring information to determine the current performance of wireless transmission;

[0111] Analyze whether the current performance of wireless transmission needs to be optimized to obtain an optimization analysis result;

[0112] When the optimization analysis result indicates that the current performance of wireless transmission needs to be optimized, analyze the influencing factors of wireless transmission based on the transmission monitoring information to determine the influencing factors of wireless transmission;

[0113] Conduct optimization analysis for the influencing factors of wireless transmission to determine the wireless transmission optimization plan;

[0114] Perform optimization processing according to the wireless transmission optimization plan.

[0115] In the above technical solution, the encryption schemes for different data types are different.

[0116] The above technical solution enables timely transmission of the first detection data or the second detection data when the first detection data exists in the first detection module or the second detection data exists in the second detection module by monitoring the first detection data and the second detection data for the first detection module and the second detection module respectively, reducing data latency, and thus enabling the cloud platform module to detect and analyze the first detection data or the second detection data faster. Moreover, by analyzing the data acquisition characteristics of the first detection data or the second detection data, the target preprocessing scheme is determined according to the data acquisition characteristics, avoiding ineffective processing during data preprocessing and reducing unnecessary time waste. At the same time, it can also ensure the optimization effect of the preprocessing on the data of the first detection data or the second detection data. And by performing data security analysis by combining the data type with the data characteristics, the data after security processing is transmitted, improving the security of data transmission and preventing the first detection data or the second detection data from being damaged during transmission, providing guarantee for the cloud platform module to perform detection and analysis. In addition, determining the target transmission parameters before data transmission enables the data transmission to adapt to the characteristics of wireless transmission, and thus enables better data transmission for the first detection data or the second detection data after the second processing, ensuring the success and efficiency of data transmission.

[0117] In an embodiment provided by the present invention, as Figure 5 shown, the cloud platform module includes: a standard analysis unit and a detection analysis unit;

[0118] The standard analysis unit is used to analyze the water pipe type of the target water pipe to determine the water quality standard of the water transmitted in the target water pipe;

[0119] The detection and analysis unit is used to establish a water quality detection model for the first detection data and the second detection data in combination with water quality standards, and analyze whether there is problematic water quality in the target water pipe according to the water quality detection model to obtain a water quality detection result.

[0120] In the above technical solution, the type of water pipe is determined according to the use of the water transmitted in the water pipe, including: direct drinking water pipe, purified water pipe, tap water pipe, etc.

[0121] In the above technical solution, the water quality detection model specifically corresponds to the identification information of the target water pipe.

[0122] In the above technical solution, the standard analysis unit is used to confirm the water quality standards of the target water pipe, enabling different water quality standard analyses for different target water pipes, improving the flexibility of the water quality online detection and monitoring system. Moreover, the detection and analysis unit uses the water quality detection model to analyze whether there is problematic water quality in the target water pipe, which not only enables unified analysis based on the water quality detection model when detecting the water quality of the same target water pipe, but also improves the analysis efficiency of whether there is problematic water quality in the target water pipe and ensures the accuracy of the water quality detection result.

[0123] In an embodiment provided by the present invention, as Figure 6 shown, the cloud platform module further includes: a model storage unit; as Figure 7 shown, the model storage unit is used to store and manage the water quality detection model, including:

[0124] Storing the water quality detection model and establishing a model storage file at the same time;

[0125] When analyzing whether there is problematic water quality in the target water pipe according to the water quality detection model, making a model usage record in the model storage file to obtain a model usage record;

[0126] Monitoring the model usage record to obtain model usage record update information;

[0127] Analyzing whether the model usage record is continuously updated according to the model usage record update information. When the model usage record is not continuously updated, determining the model usage record suspension update time;

[0128] Analyzing whether the model usage record suspension update time exceeds a preset threshold. When the model usage record suspension update time exceeds the preset threshold, retrieving the storage information according to the water quality detection model to determine the water quality detection model storage summary information;

[0129] Clearing the water quality detection model storage information according to the water quality detection model storage summary information.

[0130] In the above technical solution, the preset threshold is a preset time threshold, which can be adjusted according to requirements.

[0131] In the above technical solution, the model usage record pause update time refers to the time when the update was last stopped. If the model usage record is updated again during the determination of the model usage record pause update time, continue to monitor the model usage, and there is no need to analyze the model usage record pause update time in combination with the preset threshold.

[0132] In the above technical solution, when the model usage record is continuously updated, continue to monitor the model usage.

[0133] In the above technical solution, when the model usage record pause update time does not exceed the preset threshold, continue to monitor the model usage.

[0134] The above technical solution realizes the storage and management of the water quality detection model through the model storage unit, so that when online detecting and monitoring the water quality of the target water pipe, the water quality detection model can be directly retrieved in the cloud platform for continuous analysis, and the usage situation of the water quality detection model can be understood through the model usage record. Combine the preset threshold to clear the stored data when not in use for a long time, reducing the space occupation of the model storage unit.

[0135] In an embodiment provided by the present invention, as Figure 8 shown, the detection and analysis unit establishes a water quality detection model by combining the first detection data and the second detection data with the water quality standard, including:

[0136] B1. Obtain the water pipe feature information for the target water pipe, and perform water quality detection model matching in the model storage unit according to the water pipe feature information to obtain a matching analysis result;

[0137] B2. When the matching analysis result indicates that there is no matching water quality detection model in the model storage unit, determine the standardized dimension for the first detection data and the second detection data respectively to obtain data standardization information;

[0138] B3. Combine the data standardization information to establish an identification normalization model for the first detection data and the second detection data to obtain the first sub-model of water quality detection;

[0139] B4. Combine the standardized first detection data and the standardized second detection data with the water quality standard of the water transmitted in the target water pipe to establish an analysis and judgment model to obtain the second sub-model of water quality detection;

[0140] B5. Combine the first sub-model of water quality detection and the second sub-model of water quality detection to obtain a water quality detection model.

[0141] In the above technical solution, when the first sub-model for water quality detection is dealing with the first detection data and the second detection data, it identifies and determines whether the first detection data and the second detection data meet the data standards based on the data standardization information. When the first detection data and the second detection data do not meet the data standards, it standardizes the first detection data and the second detection data to obtain the first detection data after standardization and the second detection data after standardization.

[0142] In the above technical solution, when the second sub-model for water quality detection is dealing with the first detection data after standardization and the second detection data after standardization, it matches and assigns the first detection data after standardization and the second detection data after standardization with the water quality standards of the water transmitted in the target water pipe. Based on the matching and assignment results, it analyzes the data relationship between the first detection data after standardization and the second detection data and the corresponding water quality standards of the water transmitted in the target water pipe. Then, it determines whether the first detection data after standardization and the second detection data meet the water quality standards of the water transmitted in the target water pipe according to the data relationship to obtain the data analysis and judgment results, and comprehensively determines whether there is problem water quality in the target water pipe based on the data analysis and judgment results to obtain the water quality detection results. Among them, matching and assigning the first detection data after standardization and the second detection data with the water quality standards of the water transmitted in the target water pipe includes:

[0143] Confirm the acquisition time for the first detection data after standardization and the second detection data after standardization to obtain the data acquisition time;

[0144] Align the first detection data after standardization and the second detection data after standardization according to the data acquisition time to obtain the data to be assigned;

[0145] Match the data to be assigned in sequence with the water quality standards of the water transmitted in the target water pipe to determine the target water quality standards, and form a matching assignment result with the corresponding data and the target water quality standards.

[0146] In the above technical solution, when the matching analysis result is that there is a matching water quality detection model in the model storage unit, there is no need to establish a water quality detection model for the first detection data and the second detection data in combination with the water quality standards. Instead, directly retrieve the water quality detection model in the model storage unit.

[0147] In the above technical solution, when combining the models according to the first sub-model for water quality detection and the second sub-model for water quality detection, a data connection is established for the first sub-model for water quality detection and the second sub-model for water quality detection, so that the output data of the first sub-model for water quality detection is directly used as the input data of the second sub-model for water quality detection, realizing the deep fusion of the first sub-model for water quality detection and the second sub-model for water quality detection to obtain the water quality detection model.

[0148] In the above technical solution, when comprehensively determining whether there is a problem with the water quality of the target water pipe based on the data analysis and judgment results, if the data analysis and judgment results show that both the first detection data and the second detection data meet the water quality standard of the water transmitted in the target water pipe, then there is no problem with the water quality of the target water pipe. If the data analysis and judgment results show that the first detection data and the second detection data do not meet the water quality standard of the water transmitted in the target water pipe, mark the data that does not meet the water quality standard of the water transmitted in the target water pipe, and determine that the water quality detection result is that there is a problem with the water quality of the target water pipe.

[0149] In the above technical solution, by matching the water quality detection model in the model storage unit according to the water pipe characteristic information, when the water quality detection model corresponding to the target water pipe does not exist in the model storage unit, a water quality detection model is established, which provides convenience for analyzing whether there is a problem with the water quality of the target water pipe. When analyzing whether there is a problem with the water quality of the target water pipe, the result can be output based on the water quality detection model, improving the analysis and judgment efficiency of the problem water quality. At the same time, the accuracy of the water quality detection result can be guaranteed. Moreover, by establishing a first detection data and second detection data recognition normalization model according to the data standardization information, the first sub-model of water quality detection can ensure the normalization of the first detection data and the second detection data, avoiding the influence of non-standard data dimensions on the analysis and judgment of the second sub-model of water quality detection in combination with the water quality standard of the water transmitted in the target water pipe, providing data guarantee for the second sub-model of water quality detection. And when constructing the second sub-model of water quality detection, the standardized first detection data and second detection data are matched and assigned with the water quality standard of the water transmitted in the target water pipe, so that the first detection data and the second detection data respectively determine the data relationship with the corresponding water quality standard, improving the organization of data analysis. It can also enable the simultaneous determination of the data analysis results for multiple groups of data relationships, improving the determination efficiency of the data analysis and judgment results, and further improving the data analysis efficiency of the second sub-model of water quality detection.

[0150] In an embodiment provided by the present invention, the monitoring and feedback module includes: a first feedback unit and a second feedback unit;

[0151] The first feedback unit is used for classifying and feedbacking the detection data, including:

[0152] Classify the detection data, and divide the feedback presentation board according to the classification result to obtain a presentation feedback template;

[0153] Match the first detection data and the second detection data in the presentation feedback template, and perform data allocation based on the corresponding matching result to obtain block data information;

[0154] Determine the presentation information according to the block data information to obtain the current presentation information;

[0155] Update the presentation information of the corresponding feedback presentation section in the presentation feedback template according to the currently presented information;

[0156] The second feedback unit is used to give feedback on the water quality detection results, including:

[0157] Conduct a preliminary analysis of the water quality detection results to determine whether the current water quality detection results are the same as the previous water quality detection results;

[0158] When the current water quality detection results are the same as the previous water quality detection results, obtain the feedback information of the previous water quality detection results, and directly use the feedback information of the previous water quality detection results as the feedback information of the current water quality detection results for feedback update;

[0159] When the current water quality detection results are different from the previous water quality detection results, determine the key information for the current water quality detection results and the previous water quality detection results respectively to obtain the first key information and the second key information, retrieve the feedback information of the previous water quality detection results, and match according to the second key information in the feedback information of the previous water quality detection results to obtain a matching result. Then, based on the matching result, use the first key information for modification and replacement to obtain the feedback information of the current water quality detection results. Next, mark the changes in the feedback information of the current water quality detection results so that the feedback information of the current water quality detection results is significantly different from the feedback information of the previous water quality detection results, and obtain the processed feedback information of the current water quality detection results. Furthermore, conduct feedback update according to the processed feedback information of the current water quality detection results.

[0160] In the above technical solution, the first feedback unit and the second feedback unit are independent of each other. While the first feedback unit conducts classified feedback of detection data, the second feedback unit gives feedback on the water quality detection results.

[0161] The above technical solution realizes the synchronous feedback of detection data and water quality detection results through the first feedback unit and the second feedback unit, so that while the first feedback unit feeds back the detection data, the second feedback unit feeds back the water quality detection results at the same time, and the two do not interfere with each other, improving the performance of the monitoring feedback module and enabling the monitoring feedback module to present more monitoring data. Moreover, the first feedback unit divides the feedback presentation section according to the classification results, enabling a more comprehensive and clear presentation and feedback of a large number of first detection data and second detection data, so that relevant personnel can more easily interpret information from the presented and feedback detection data. And the second feedback unit determines whether the current water quality detection result is the same as the previous water quality detection result, so as to adopt different methods for feedback update in different situations. With the help of the feedback information of the previous water quality detection result, the feedback information of the current water quality detection result can be quickly determined, improving the feedback update efficiency. At the same time, when the current water quality detection result is different from the previous water quality detection result, a change mark is also made for the feedback information of the current water quality detection result, so that the feedback information of the current water quality detection result is significantly different from the feedback information of the previous water quality detection result, enabling relevant personnel to understand that the water quality detection result has changed from the presented and feedback information.

[0162] In an embodiment provided by the present invention, the result response module includes: an identification unit and a processing unit; the identification unit is used to identify the water quality detection result, determine whether there is a problem with the water quality in the target water pipe, and when there is a problem with the water quality in the target water pipe, determine a signal for treating the problem water quality; the processing unit is used to retrieve detection and analysis data according to the signal for treating the problem water quality, and guide the water treatment of the transmitted water in the target water pipe according to the detection and analysis data; wherein, when the processing unit guides the water treatment of the transmitted water in the target water pipe according to the detection and analysis data, it includes:

[0163] Analyze the problem cause according to the detection and analysis data to determine the target treatment problem;

[0164] Match the treatment device based on the target treatment problem, and determine the target treatment device according to the matching result;

[0165] Analyze the data of the target treatment device;

[0166] When there is one target treatment device, determine the enabling control information for the target treatment device, and introduce the transmitted water in the target water pipe into the target treatment device for water treatment according to the enabling control information;

[0167] When there are two or more target processing devices, the target processing devices are combined to obtain a target combined processing device, and enabling control information is determined for the target combined processing device. Then, the transferred water in the target water pipe is introduced into the target processing device for water treatment according to the enabling control information.

[0168] In the above technical solution, the enabling control information refers to the switch control information for the target processing device to access the target water pipe.

[0169] In the above technical solution, the processing device includes: a filtering device, a sedimentation device, a centrifugal separation device, a membrane separation device, etc.

[0170] In the above technical solution, through the result response module, the response processing is only performed when there is problem water quality in the target water pipe according to the water quality detection result, avoiding the adverse effects brought by the problem water quality. Moreover, through the recognition unit, the water quality detection result can be automatically identified, and there is no need for manual re-operation and other processing according to the water quality detection result. When there is problem water quality in the target water pipe, the response processing is directly performed through the processing unit, and the transferred water in the target water pipe is timely processed to ensure the water quality of the transferred water. When guiding the water treatment of the transferred water in the target water pipe, the processing device is determined in combination with the cause of the problem, so that the water treatment is carried out as needed, avoiding wasting time by using all the processing devices and unnecessary water treatment, and improving the effectiveness of water treatment.

[0171] An embodiment of the present invention provides an intelligent water tank equipped with any of the above water quality on-line detection and monitoring systems. When the intelligent water tank stores water in the water tank by using a water pipe to transfer water, the water quality on-line detection and monitoring are realized through the water quality on-line detection and monitoring system to ensure good water quality.

[0172] The above technical solution realizes the on-line detection and monitoring of water quality during the water storage process of the intelligent water tank, improves the intelligent level of the water tank, realizes the water quality detection in a short time, and timely performs water treatment when there is problem water quality, ensuring that the water in the water tank has good water quality. At the same time, the water quality can also enable the intelligent water tank to realize the efficient monitoring of water quality, reduce the time consumption of water quality detection, obtain the water quality detection result in a short time, and then can timely process the problem water quality to ensure good water quality.

[0173] Those skilled in the art should understand that the first, second, and third in the present invention only refer to different application stages.

[0174] Other embodiments of the present disclosure will be readily apparent to those skilled in the art upon consideration of the specification and practice of the disclosure herein. This application is intended to cover any variations, uses, or adaptations of the present disclosure that follow the general principles of the present disclosure and include known common general knowledge or conventional technical means in the technical field not disclosed in the present disclosure. The specification and examples are only to be considered as exemplary, and the true scope and spirit of the present disclosure are pointed out by the following claims.

[0175] It should be understood that the present disclosure is not limited to the exact structures described above and shown in the drawings, and various modifications and changes can be made without departing from its scope. The scope of the present disclosure is only limited by the appended claims.

Claims

1. An on-line water quality detection and monitoring system, characterized in that, Including: A first detection module, a second detection module, a data transmission module, a cloud platform module, a monitoring feedback module, and a result response module; The first detection module is used to perform first-parameter detection on the transmitted water in the target water pipe to obtain first detection data; The second detection module is used to sample the transmitted water in the target water pipe and perform second-parameter detection on the sample to obtain second detection data; The data transmission module is used to wirelessly transmit the first detection data and the second detection data to the cloud platform; The cloud platform module is used to use the cloud platform to perform detection and analysis on the first detection data and the second detection data to obtain a water quality detection result; The monitoring feedback module is used to perform data presentation analysis and information presentation feedback based on the first detection data and the second detection data, and at the same time perform presentation feedback on the water quality detection result; The result response module is used to perform water treatment on the problematic water quality when the water quality detection result is problematic water quality.

2. The on-line water quality detection and monitoring system according to claim 1, characterized in that The first detection module includes: a first detection unit, a second detection unit, and a first acquisition unit. The first detection unit uses a detection sensor to perform induction monitoring on the transmitted water in the target water pipe based on the target induction detection position to obtain first detection sub-data; the second detection unit uses multi-source spectroscopy to perform light source irradiation detection on the target spectral detection position of the target water pipe, and at the same time uses the first acquisition unit to collect the irradiation phenomenon at the target spectral detection position to obtain irradiation detection data.

3. The on-line water quality detection and monitoring system according to claim 1, characterized in that The second detection module includes: a detection sampling unit, a third detection unit, and a second acquisition unit; The detection sampling unit is used to sample the transmitted water in the target water pipe to obtain a detection sample; The third detection unit is used to perform microbial detection on the detection sample using a membrane filtration device; The second acquisition unit is used to monitor the third detection unit and collect the detection phenomenon information during the microbial detection process of the third detection unit to obtain second detection data.

4. The on-line water quality detection and monitoring system according to claim 1, characterized in that When the data transmission module wirelessly transmits the first detection data and the second detection data to the cloud platform, it monitors the first detection data and the second detection data for the first detection module and the second detection module respectively. When there is first detection data in the first detection module or second detection data in the second detection module, it performs real-time transmission on the first detection data or the second detection data, including: Determine the data source of the first detection data or the second detection data, and perform data source feature analysis on the data source to obtain data source features; Determine a data preprocessing scheme according to the data source features to obtain a target preprocessing scheme; Preprocess the first detection data or the second detection data according to the target preprocessing scheme to obtain the first detection data after the first processing or the second detection data after the first processing; Perform data type feature analysis on the first detection data after the first processing or the second detection data after the first processing, determine the data type features, and perform data security analysis according to the data type features to determine the target encryption scheme; Perform security processing on the first processed first detection data or the first processed second detection data according to the target encryption scheme to obtain the second processed first detection data or the second processed second detection data; Obtain the transmission characteristics of wireless transmission, and perform transmission configuration on the second processed first detection data or the second processed second detection data according to the transmission characteristics to determine the target transmission parameters; Perform data transmission on the second processed first detection data or the second processed second detection data based on the target transmission parameters for the transmission characteristics.

5. The on-line water quality detection and monitoring system according to claim 1, characterized in that, The cloud platform module includes: a standard analysis unit and a detection analysis unit; The standard analysis unit is used to analyze the type of the target water pipe to determine the water quality standard of the water transmitted in the target water pipe; The detection analysis unit is used to establish a water quality detection model for the first detection data and the second detection data in combination with the water quality standard, and analyze whether there is problem water quality in the target water pipe according to the water quality detection model to obtain the water quality detection result.

6. The on-line water quality detection and monitoring system according to claim 5, characterized in that, The cloud platform module further includes: a model storage unit; the model storage unit is used to store and manage the water quality detection model, including: Store the water quality detection model, and at the same time establish a model storage file; When analyzing whether there is problem water quality in the target water pipe according to the water quality detection model, record the model usage in the model storage file to obtain the model usage record; Monitor the model usage record to obtain the model usage record update information; Analyze whether the model usage record is continuously updated according to the model usage record update information. When the model usage record is not continuously updated, determine the model usage record suspension update time; Analyze whether the model usage record suspension update time exceeds the preset threshold. When the model usage record suspension update time exceeds the preset threshold, retrieve the storage information according to the water quality detection model to determine the water quality detection model storage summary information; Clear the water quality detection model storage information according to the water quality detection model storage summary information.

7. The on-line water quality detection and monitoring system according to claim 6, wherein The detection analysis unit establishes a water quality detection model for the first detection data and the second detection data in combination with the water quality standard, including: Obtain the water pipe feature information for the target water pipe, and perform water quality detection model matching in the model storage unit according to the water pipe feature information to obtain the matching analysis result; When the matching analysis result is that there is no matching water quality detection model in the model storage unit, determine the standardized dimension for the first detection data and the second detection data respectively to obtain the data standardization information; Establish an identification normalization model for the first detection data and the second detection data in combination with the data standardization information to obtain the first sub-model of water quality detection; Establish an analysis and judgment model by combining the standardized first detection data and the standardized second detection data with the water quality standard of the water transmitted in the target water pipe to obtain the second sub-model of water quality detection; Perform model combination according to the first sub-model of water quality detection and the second sub-model of water quality detection to obtain the water quality detection model.

8. The on-line water quality detection and monitoring system according to claim 1, characterized in that, The monitoring and feedback module includes: a first feedback unit and a second feedback unit; The first feedback unit is used to perform classification feedback on the detection data, including: Classify the detection data, and divide the feedback presentation section according to the classification results to obtain a presentation feedback template; Correspondingly match the first detection data and the second detection data in the presentation feedback template, and perform data allocation based on the corresponding matching results to obtain section data information; Determine the presentation information according to the section data information to obtain the current presentation information; Update the presentation information of the corresponding feedback presentation section in the presentation feedback template according to the current presentation information; The second feedback unit is used to give feedback on the water quality detection results, including: Conduct a preliminary analysis of the water quality detection results to determine whether the current water quality detection results are the same as the previous water quality detection results; When the current water quality detection results are the same as the previous water quality detection results, obtain the feedback information of the previous water quality detection results, and directly use the feedback information of the previous water quality detection results as the feedback information of the current water quality detection results for feedback update; When the current water quality detection results are different from the previous water quality detection results, determine the key information for the current water quality detection results and the previous water quality detection results respectively to obtain the first key information and the second key information, retrieve the feedback information of the previous water quality detection results, and perform matching in the feedback information of the previous water quality detection results according to the second key information to obtain a matching result, and then use the first key information to modify and replace based on the matching result to obtain the feedback information of the current water quality detection results. Then, mark the changes in the feedback information of the current water quality detection results so that the feedback information of the current water quality detection results is significantly different from the feedback information of the previous water quality detection results, and obtain the processed feedback information of the current water quality detection results. Furthermore, perform feedback update according to the processed feedback information of the current water quality detection results.

9. The on-line water quality detection and monitoring system according to claim 1, characterized in that, The result response module includes: an identification unit and a processing unit; the identification unit is used to identify the water quality detection results, determine whether there is problem water quality in the target water pipe, and when there is problem water quality in the target water pipe, determine the signal that requires problem water quality treatment; the processing unit is used to retrieve the detection and analysis data according to the signal that requires problem water quality treatment, and perform water treatment guidance on the transmitted water in the target water pipe according to the detection and analysis data; among them, when the processing unit performs water treatment guidance on the transmitted water in the target water pipe according to the detection and analysis data, it includes: Analyze the problem causes according to the detection and analysis data to determine the target treatment problem; Match the processing device based on the target treatment problem, and determine the target treatment device according to the matching result; Analyze the data of the target treatment device; When the target treatment device is one, determine the enabling control information for the target treatment device, and introduce the transmitted water in the target water pipe into the target treatment device for water treatment according to the enabling control information; When the target treatment devices are two or more, combine the target treatment devices to obtain a target treatment combined device, determine the enabling control information for the target treatment combined device, and then introduce the transmitted water in the target water pipe into the target treatment device for water treatment according to the enabling control information.

10. An intelligent water tank equipped with the on-line water quality detection and monitoring system according to any one of claims 1-9, characterized in that, When the intelligent water tank stores water through a water pipe, on-line water quality detection and monitoring are realized through the on-line water quality detection and monitoring system to ensure good water quality.

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