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Machine tool state monitoring system and method based on running data flow

A technology of operating data and machine tool status, applied in the field of machine tool status monitoring system based on operating data flow, can solve problems such as insufficient processing capacity of machine tool operating data, and achieve the effects of low time delay, large data throughput, and high transmission rate

Active Publication Date: 2019-10-18
CHONGQING UNIV +1
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  • Claims
  • Application Information

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Problems solved by technology

[0005] Aiming at the deficiencies of the above-mentioned prior art, the present invention provides a machine tool status monitoring system based on the operation data flow, which solves the technical problem of insufficient processing capacity of the machine tool operation data in the prior art

Method used

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  • Machine tool state monitoring system and method based on running data flow
  • Machine tool state monitoring system and method based on running data flow
  • Machine tool state monitoring system and method based on running data flow

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Embodiment Construction

[0058] 1. The overall design of the machine tool condition monitoring system based on the operation data flow

[0059] refer to figure 1 As shown, a machine tool status monitoring system based on the operation data flow includes a data acquisition layer for collecting machine tool operation data, the data acquisition layer is connected to the data processing layer through the data access layer; the data processing layer is connected to the data storage layer; The data processing layer includes a stream processing layer for performing stream processing on machine tool operation data.

[0060] The calculation method of stream processing can effectively process machine tool operation data in real time, and mainly solves the problem of "data is processed first and then stored". However, the machine tool abnormal state monitoring system also has the computing requirements of offline batch processing of "data stored first and then calculated", such as machine tool abnormal identifi...

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Abstract

The invention discloses a machine tool state monitoring system based on a running data flow. The machine tool state monitoring system based on the running data flow comprises a data acquisition layerused for acquiring running data of a machine tool; the data acquisition layer is connected to a data processing layer through a data access layer; the data processing layer is connected to a data storage layer; the data processing layer comprises a flow processing layer used for performing flow processing on the running data of the machine tool; distributed cluster architecture is adopted in the data processing layer; the data access layer distributes the running data of the machine tool into the data processing layer through a distributed message queue; the data processing layer further comprises a batch processing layer used for performing batch processing on the running data of the machine tool; and the flowing processing layer and the batch processing layer are integrated through the shared data storage layer. The invention further discloses a monitoring method of the machine tool state monitoring system based on the running data flow. The machine tool state monitoring system basedon the running data flow in the invention is adopted. The machine tool state monitoring system and method based on the running data flow in the invention can be suitable for performing acquisition, processing, storage, analysis and visualization on the running data flow having high data characteristics.

Description

technical field [0001] The invention relates to the fields of machine tool state monitoring, data processing, industrial control technology and the like, and in particular to a machine tool state monitoring system and monitoring method based on operating data flow. Background technique [0002] The development of industrial manufacturing capabilities directly affects national economic development and social progress. Machine tools are an important part of the manufacturing industry. Realizing machine tool abnormal state monitoring can ensure the stable, safe and efficient operation of machine tools, laying a foundation for improving industrial manufacturing capabilities. Through the analysis of the characteristics of various machine tool operation data, the characteristics of machine tool operation data are summarized as follows: high timeliness, high dynamic response, high transmission rate and massive characteristics. The most notable thing is that the machine tool operat...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G05B19/406B23Q17/00
CPCB23Q17/00G05B19/406
Inventor 何彦李育锋王禹林王时龙刘雪晖王培杰孙顺苗
Owner CHONGQING UNIV
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