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A method and device for processing time series data

A time-series data and processing method technology, applied in special data processing applications, database management systems, structured data retrieval, etc., can solve problems such as heavy workload, time-consuming, coarse granularity, etc., to improve work efficiency and reduce costs library difficulty, the effect of saving workload

Active Publication Date: 2021-08-03
北京工业大数据创新中心有限公司
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  • Abstract
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  • Application Information

AI Technical Summary

Problems solved by technology

[0005] First of all, the processing of data format requires algorithm developers to have a good understanding of the original data format, which leads to the algorithm developers needing to spend a lot of time on it;
[0006] Secondly, since time series data spans time and devices, data field changes may occur many times. If the traditional method supports only one change, the granularity is too coarse. If it supports conditional modification of field names, the workload will be too large for the algorithm. developer unable to complete
[0007] At present, there is no data system on the market that is based on the characteristics of time-series data of equipment, and performs unified data mapping according to the two dimensions of equipment and time, which makes it very difficult to analyze such time-series data on a large scale

Method used

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  • A method and device for processing time series data
  • A method and device for processing time series data
  • A method and device for processing time series data

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Embodiment Construction

[0036] In order to make the technical problems, technical solutions and advantages to be solved by the present invention clearer, the following will describe in detail with reference to the drawings and specific embodiments.

[0037] like figure 1 As shown, embodiments of the present invention provide a method for processing time series data, including:

[0038] Step 11, obtaining the time series data in the original format;

[0039] Step 12, performing format conversion processing on the time series data in the original format according to preset mapping rules and a standard data format, to obtain time series data in a standard format;

[0040] Step 13, outputting the time series data in the standard format.

[0041] In this embodiment, by performing format conversion processing on the time series data in the original format according to the preset mapping rule and standard data format, the time series data in the standard format is obtained; the time series data in the sta...

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Abstract

The present invention provides a method and device for processing time-series data, wherein the method includes: acquiring time-series data in an original format; performing format conversion processing on the time-series data in the original format according to a preset mapping rule and a standard data format, to obtain a standard Time series data in the format; output the time series data in the standard format. The solution of the present invention uses a standard data format to process data, which can greatly save the workload of a data administrator in processing frequently changing time series data.

Description

technical field [0001] The invention relates to the technical field of computer data processing, in particular to a method and device for processing time series data. Background technique [0002] The equipment timing data collected from various stations often have different formats, that is, the data of different equipment or different time, the number and names of fields (also called measuring points, variables, columns) may show a large difference. [0003] There are many reasons for this phenomenon, such as: different equipment models; different manufacturers of equipment components; different batches of equipment components; technical upgrading of equipment. [0004] In the prior art, data processing software generally has the following problems: [0005] First of all, the processing of data format requires algorithm developers to have a good understanding of the original data format, which leads to the algorithm developers needing to spend a lot of time on it; [000...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/25
CPCG06F16/258
Inventor 张浩蒋伟李闯常雪尤丽王亚南刘明春
Owner 北京工业大数据创新中心有限公司
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