Automobile production action data collection method, system and device and storage medium

A technology of action data and collection method, applied in database management system, electrical digital data processing, structured data retrieval, etc., can solve the problems affecting the monitoring of automobile production action data, slow performance of single-thread processing Cycle data, etc., and achieve the goal of solving data Accumulation and performance bottlenecks, real-time monitoring, and performance improvement effects

Pending Publication Date: 2020-10-02
GUANGZHOU MINO AUTOMOTIVE EQUIP CO LTD +1
View PDF3 Cites 3 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

When calculating Cycle currently, the performance of single-threaded processing of Cycle data is very slow, and the accumulation of Cycle data in the cache queue is very serious. Whe

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Automobile production action data collection method, system and device and storage medium
  • Automobile production action data collection method, system and device and storage medium
  • Automobile production action data collection method, system and device and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Example Embodiment

[0046] The idea, specific structure and technical effects of the present invention will be clearly and completely described below in conjunction with the embodiments and accompanying drawings, so as to fully understand the purpose, scheme and effect of the present invention.

[0047] The embodiment of the present invention provides a method for collecting automobile production action data, referring to figure 1 , including the following steps:

[0048] S1. Collect action data of automobile production equipment;

[0049] S2. Upload the action data to the Kafka message queue;

[0050] S3. Consume the action data of the Kafka message queue through the Flink cluster;

[0051] S4. Process the action data in a distributed manner;

[0052] The action data is stream data.

[0053] Specifically, the automobile production equipment is the production equipment that operates on the automobile production line, and each automobile production equipment will operate according to the set p...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses an automobile production action data collection method, system and device and a storage medium. The method comprises the following steps: acquiring action data of automobile production equipment; uploading the action data to a Kafka message queue; consuming the action data of the Kafka message queue through an Flink cluster; and processing the action data in a distributed manner, wherein the action data is streaming data. According to the invention, the architecture advantage of distributed streaming real-time data processing of the Flink platform assembly is utilized;a traditional single-thread Cycle calculation algorithm is correspondingly improved, and then a single-thread Cycle calculation algorithm is obtained. The method is applied to a calculation algorithmwhich is provided by Flink and used for processing Cycle in a distributed mode, the performance of real-time data monitoring processing is improved through a new architecture application mode, currentdata accumulation and performance bottlenecks are solved, and real-time monitoring of action data of automobile production is achieved. The method is widely applied to the technical field of automobile production.

Description

technical field [0001] The invention relates to the technical field of automobile production, in particular to a method, system, device and storage medium for collecting automobile production action data. Background technique [0002] Data storage and data analysis and mining in the automobile production process are in their infancy. Most of the current data storage is stand-alone storage, so the current application of data analysis and mining is relatively small, and the performance of data analysis and mining has a greater impact on production efficiency. , so that in the process of automobile production, the production cost remains high. On the other hand, in the daily automobile production process, the real-time monitoring delay in operation and maintenance is relatively long. This is because after collecting data from production, most of the data will be stored in the time series database or mysql database first, and then Unified calculation and output, which leads to ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): G06F16/25G06F16/27G06F16/2455G06F16/215
CPCG06F16/254G06F16/27G06F16/24568G06F16/24552G06F16/215
Inventor 向玉文左志军贺毅姚维兵徐华昕
Owner GUANGZHOU MINO AUTOMOTIVE EQUIP CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap