Design and implementation of smart manufacturing execution system in solar industry

被引:4
|
作者
Qu, Wen [1 ]
Cao, Wenliang [2 ]
Su, Y. -C. [3 ]
机构
[1] Jiangxi Univ Sci & Technol, Coll Appl Sci, Ganzhou 341000, Jiangxi, Peoples R China
[2] Dongguan Polytech, Dept Comp Engn, Dongguan 523808, Guangdong, Peoples R China
[3] Natl Chiao Tung Univ, Dept Informat, Hsinchu, Taiwan
关键词
Smart manufacturing execution systems (SMES); Solar cell; Prototyping; Production indices; X-ARCHITECTURE; NEURAL-NETWORK; ALGORITHM; OPTIMIZATION; PSO;
D O I
10.1007/s12652-020-02292-5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The manufacturing industry, automatic production has been a crucial resource that cannot be replaced by labors. However, with the moving-abroad of manufactures and under the pressure of continuously reduce production cost, the core of production management in the manufacturing industry has lain in to increase the yield rate, lower unnecessary waste in production, and achieve excellent quality control. Smart Manufacturing Execution Systems (SMES) is now playing the role of integration. The major MESs in the present market all place the emphasis on semi-conductor, LCD panel, and modular assembling industries. The lack of identification numbers in the process of production disables the present solar cell industry to provide support and operate, and thus an MES for solar cell industry is in need.This research adopts the MES with LCD View, as the system model base. Based on the framework of prototyping constituted by information system, we proposed an SMES for solar cell industry, which is integrated with the present solar cell operation model and designed according to the framework of LCD View system.The solar cell SMES developed in this study can raise the personnel working efficiency in production and process analysis. The contribution of this study can real time analysis on quality abnormality, together with information on management, such as real time report on machine status, analysis on raw material, and production indices, the solar cell MES can facilitate production managers to make strategic decisions regarding production and improve the production as well as yield rate of products.
引用
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页数:17
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