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Data processing method and system based on environmental big data, electronic equipment and medium

A data processing and data processing module technology, which is applied in the fields of electrical digital data processing, special data processing applications, relational databases, etc., and can solve the problem of heavy workload of data reviewers, low accuracy of data review, particulate matter component data and VOCs data. Issues such as less auditing

Pending Publication Date: 2021-04-30
广州风创科技有限公司
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] In the prior art, when reviewing the automatic monitoring data of the atmospheric environment, the conventional six parameters of environmental monitoring are mainly reviewed according to the "Technical Requirements for Automatic Monitoring Data Review and Review of Ambient Air Quality Monitoring Network". Data and VOCs data review is less or there is no data review
In addition, the existing automatic monitoring data review of the atmospheric environment regards the automatically marked data collected by the national data platform software. During the automatic review, the system will automatically judge the marked data as invalid. Check and process one by one, and need to identify abnormal data and outlier data and judge the validity of the data based on experience, resulting in a heavy workload for data review personnel, and at the same time, manual review results in low accuracy of data review

Method used

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  • Data processing method and system based on environmental big data, electronic equipment and medium
  • Data processing method and system based on environmental big data, electronic equipment and medium
  • Data processing method and system based on environmental big data, electronic equipment and medium

Examples

Experimental program
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Effect test

Embodiment 1

[0041] This embodiment provides a data processing method based on environmental big data, a data processing method based on environmental big data, such as figure 1 shown, including the following steps:

[0042] Obtain environmental monitoring data, which includes data with identification and data without identification; it should be understood that data with identification is invalid data by default; in this embodiment, when obtaining environmental monitoring data , collected through the national data platform software, specifically, the data marked are poor operation, poor connection, waiting for data recovery, insufficient valid data, data exceeding the upper limit, data exceeding the lower limit, zero point check, span check, progress check, zero point Data during calibration, span calibration, and / or instrument back-up. It should be understood that after the national data platform software collects the corresponding data, it adds a mark to the corresponding data to form d...

Embodiment 2

[0063] On the basis of Embodiment 1, this embodiment discloses a data processing system based on environmental big data, which is used to implement the data processing method based on environmental big data in Embodiment 1, such as figure 2 As shown, the data processing system based on environmental big data includes:

[0064] The data acquisition module is used to acquire environmental monitoring data, and then send the environmental monitoring data to the data processing module, the environmental monitoring data includes data with identification and data without identification;

[0065] The data processing module is used to preprocess the data with the logo to obtain the preprocessed data; the data processing module is used to process the data without the logo according to the data review rules, which will be different from the data review rules Matching unidentified data is marked as pre-examination data, and unidentified data matching data review rules is marked as valid ...

Embodiment 3

[0069] On the basis of Embodiment 1 or 2, this embodiment discloses an electronic device, which may be a smart phone, a tablet computer, a notebook computer, or a desktop computer. An electronic device may be referred to as a terminal, portable terminal, desktop terminal, etc., such as image 3 As shown, the electronic equipment includes:

[0070] memory for storing computer program instructions; and,

[0071] A processor, configured to execute the computer program instructions to complete the operations of the data processing method based on environmental big data as described in any one of Embodiment 1.

[0072] Specifically, the processor 301 may include one or more processing cores, such as a 4-core processor, an 8-core processor, and the like. The processor 301 can be realized by at least one hardware form of DSP (Digital Signal Processing, digital signal processing), FPGA (Field-Programmable Gate Array, field programmable gate array), and PLA (Programmable Logic Array,...

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Abstract

The invention relates to the technical field of environmental monitoring data processing, and aims to provide a data processing method and system based on environmental big data, electronic equipment and a medium. The data processing method based on the environmental big data comprises the following steps: acquiring environmental monitoring data; preprocessing the data with the identifier; processing the data without the identifier according to a data auditing rule; marking the pre-review data as invalid data according to the received pre-review data confirmation request; or, according to the received pre-review data cancellation request, marking the pre-review data as valid data; optimizing the data auditing rule according to the environment monitoring data, the pre-auditing data marked as the valid data and the output valid data to obtain an optimized data auditing rule; and outputting all valid data. According to the invention, the environmental monitoring data can be quickly and accurately audited, the working efficiency and accuracy of data processing are improved, and the workload of auditors is reduced.

Description

technical field [0001] The present invention relates to the technical field of environmental monitoring data processing, in particular to a data processing method, system, electronic equipment and medium based on environmental big data. Background technique [0002] In the prior art, when reviewing the automatic monitoring data of the atmospheric environment, the conventional six parameters of environmental monitoring are mainly reviewed according to the "Technical Requirements for Automatic Monitoring Data Review and Review of Ambient Air Quality Monitoring Network". The audit of data and VOCs data is less or there is no data audit. In addition, the existing automatic monitoring data review of the atmospheric environment regards the automatically marked data collected by the national data platform software. During the automatic review, the system will automatically judge the marked data as invalid. Check and process one by one, and need to identify abnormal data and outlie...

Claims

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Application Information

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IPC IPC(8): G06F16/28G06F16/2455G06K9/62
CPCG06F16/285G06F16/24564G06F18/24323
Inventor 杨婧瑶林奕真陈钊叶紫辉钟国秋
Owner 广州风创科技有限公司
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