Control and Management System of LED Bulb Assembly Line Based on Matlab and WinCC

Abstract:

In order to realize the control and management system of LED bulb assembly line that can exchange and analyze real-time information of production line, first, a monitoring system based on WinCC was built; it can be used not only in on-line real-time monitoring but also in analyzing and diagnosing line’s trouble. Second, we used Matlab as the data processing platform, exchanged data by OPC technology, combined Matlab’s powerful calculate ability with power of WinCC real-time collect data, so the dynamic data exchange between Matlab and WinCC can be realized .In the end , BPNN was used to relate test results of LED Bulb to machine’s running parameters by learning data from host computer. In this way, parameters of machines can be adjusted in real-time and qualified products' rate can be improved.

• Periodical: Applied Mechanics and Materials (Volumes 336-338)
• Pages: 1225-1228
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.336-338.1225
• Online since: July 2013
• Authors: Hui Xu, Li Li
• Keywords: Assembly Line, BP Neural Network (BPNN), Control and Management System, MATLAB, WinCC

References

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DOI: 10.1109/cctae.2010.5543395