Open AccessDesign of Big Data Platform for Automatic Production Line of Handicraft Structure
Author(s) -
Yangzhi Zhang
Publication year - 2020
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1575/1/012041
Subject(s) - handicraft , computer science , data access layer , big data , visualization , automation , production line , layer (electronics) , data acquisition , application layer , data processing , database , data modeling , engineering , software , data mining , operating system , mechanical engineering , art , chemistry , organic chemistry , visual arts
The automation production line of handicraft structural parts are taken as the research object in this paper, and big data platform is constructed through data modeling, data collection, data analysis and data visualization technologies, including data perception layer, communication layer, storage layer and analysis and display layer. The data acquisition layer obtains the multi-source heterogeneous information source at the bottom of the handicraft processing workshop, transmits it to the big data platform based on the OPC UA protocol for the data analysis of equipment status, production efficiency, product quality and other data, and displays the results through the visualization technology in real time to realize the real-time dynamic control of the handicraft processing process.