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Machine manufacture device cutting state identification and data processing method

A technology of mechanical manufacturing and identification methods, applied in computer control, program control, general control systems, etc., can solve problems such as signal characteristics, nonlinear conversion relations, amplitude, frequency, shape, distribution differences, etc.

Inactive Publication Date: 2017-07-18
WUXI MICRO RES
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  • Application Information

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Problems solved by technology

However, data from different sources will have great differences due to the characteristics of the data source itself, such as differences in signal characteristics, nonlinear conversion relationships, amplitude, frequency, shape, distribution, etc.

Method used

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  • Machine manufacture device cutting state identification and data processing method
  • Machine manufacture device cutting state identification and data processing method
  • Machine manufacture device cutting state identification and data processing method

Examples

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Embodiment Construction

[0057] This case proposes a state identification target framework for mechanical processing equipment. On the basis of identification targets for cutting processing state and non-cutting processing state, a state recognition method is established, and a large number of data involved in the method are given. set of pretreatment programs. It mainly includes the following contents:

[0058] Collect on-site signals to the database. At the beginning of the system startup, the system defaults to extract the accumulated time of all the company's equipment in the cutting processing state in the previous 24 hours, and then trigger the system to filter the machining equipment in the designated area by clicking on the interface option Machining utilization over a specific time period.

[0059] Extract data from the database. If the parameter appears for the first time, predict the physical reality attributes of each data according to specific rules and algorithms, and initially divide a...

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Abstract

The application discloses an overall solution for machine manufacture device cutting state identification and a normalization processing method for on-site real time data so as to distinguish a cutting processing state and a non-cutting processing state. According to the method, a machine manufacture device state identification object-oriented refinement system is given, and a complete identification solution flow is given with an aim to identify cutting processing and non-cutting processing states; based on the refinement system and the solution flow, a complete data source is built, all data is subjected to standardization preprocessing of a unified form, and data that is collected and gathered in real time on site is classified into a base parameter group and a non-base parameter group according to technology system characteristics. According to the method, adjusting rules are respectively given for the base parameter group and the non-base parameter group; additionally, a data interpolation method is given for vacant positions at head and tail ends and a middle end; the method is suitable for the field of establishment of an on-site data collection and data preprocessing and intelligent information system of a machine manufacture and production system Internet-of-Things and an industrial 4.0 front end and data mining and data processing in an industrial Internet-of-Things.

Description

technical field [0001] The application relates to a cutting state identification and data processing method for machinery manufacturing equipment, which belongs to the fields of on-site data collection and intelligent information system construction at the front end of Industry 4.0, and data mining and data processing in the Industrial Internet of Things. Background technique [0002] The machinery manufacturing industry is the foundation of industrial development, and it plays a vital role and position in the process of national economic development. Machinery manufacturing involves a wide variety of machine tool equipment, numerous model series, and equipment functions that vary greatly. Compared with other industrial equipment, machinery manufacturing equipment is relatively expensive. At the same time, mechanical manufacturing equipment is different from other equipment. On the one hand, the functions of machine tools are relatively concentrated, that is, specific functi...

Claims

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Application Information

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IPC IPC(8): G05B19/408
CPCG05B19/4083G05B2219/35356
Inventor 邓超康佳宾钱俊梅蔡磊明邹新潮
Owner WUXI MICRO RES
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