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Data analysis and diagnosis system, device and method, and storage medium

A technology of data analysis and diagnosis system, applied in the field of data processing, to achieve the effect of improving search accuracy, realizing analysis and diagnosis, and ensuring security and confidentiality

Active Publication Date: 2019-01-15
SIEMENS CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, in some application scenarios such as industrial application scenarios, some data needs to be kept confidential, and the data owner does not want to send the data to a third-party cloud service platform for data analysis and diagnosis

Method used

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  • Data analysis and diagnosis system, device and method, and storage medium
  • Data analysis and diagnosis system, device and method, and storage medium
  • Data analysis and diagnosis system, device and method, and storage medium

Examples

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Embodiment Construction

[0042] In order to make the purpose, technical solution and advantages of the present invention clearer, the following examples are given to further describe the present invention in detail.

[0043] figure 1 It is a schematic diagram of an implementation environment involved in various embodiments of the present invention. Such as figure 1 As shown, the implementation environment includes at least one field device 100 , a private network platform device 200 and a public network platform device 300 .

[0044] Wherein, each field device 100 is used to generate corresponding field data. During specific implementation, the number of field devices 100 may be one or multiple (plural), and the specific number may be determined according to actual needs. The field device 100 may be various industrial devices, such as various sensors, or various information management devices. Different field devices 100 may generate different field data.

[0045] The private network platform dev...

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Abstract

The embodiment of the invention discloses a data analysis and diagnosis system, device and method, and a storage medium. The system comprises a private network platform device for receiving field datafrom the field device, extracting keywords capable of describing the field data according to the field data when the field data is judged to be abnormal data, and sending the extracted keywords to apublic network platform device; and receiving a data analysis algorithm returned by a public network platform device, performing data analysis on the abnormal data and related field data by using thedata analysis algorithm, and outputting an analysis result; and a public network platform device for receiving a keyword from the private network platform device, searching a corresponding data analysis algorithm according to the keyword, and sending the searched data analysis algorithm to the private network platform device. The technical proposal of the invention can realize the data analysis and diagnosis of the sensitive data under the condition of ensuring the safety and confidentiality of the sensitive data.

Description

technical field [0001] The invention relates to the field of data processing, in particular to a data analysis and diagnosis system, device, method and storage medium for sensitive data. Background technique [0002] With the development of the Internet of Things (Internet of Things), more and more data are generated, making data analysis more and more important. However, in some application scenarios such as industrial application scenarios, some data needs to be kept confidential, and the data owner does not want to send this data to a third-party cloud service platform for data analysis and diagnosis. However, data owners are seldom capable of analyzing a large amount of data, so how to realize the analysis and diagnosis of this part of data under safe conditions has become an urgent problem to be solved. [0003] At present, in some methods, this part of data such as on-site product data is first cloned and copied, and then the copied data is masked, and then the masked...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F21/62H04L29/06
CPCG06F21/6245G06F2221/2107H04L63/20
Inventor 张海涛王晓峰袁勇
Owner SIEMENS CHINA
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