DocumentCode
2376324
Title
Supporting manufacturing design by analytics, continuous collaborative process improvement enabled by the advanced manufacturing analytics platform
Author
Gröger, Christoph ; Niedermann, Florian ; Schwarz, Holger ; Mitschang, Bernhard
Author_Institution
Inst. of Parallel & Distrib. Syst., Univ. of Stuttgart, Stuttgart, Germany
fYear
2012
fDate
23-25 May 2012
Firstpage
793
Lastpage
799
Abstract
The manufacturing industry is faced with global competition making efficient, effective and continuously improved manufacturing processes a critical success factor. Yet, media discontinuities, the use of isolated analysis methods on local data sets as well as missing means for sharing analysis results cause a collaborative gap in Manufacturing Process Management that prohibits continuous process improvement. To address this challenge, this paper proposes the Advanced Manufacturing Analytics (AdMA) Platform that bridges the gap by integrating operational and process manufacturing data, defining a repository for analysis results and providing indication-based and pattern-based optimization techniques. Both the conceptual architecture underlying the platform as well as its current implementation are presented in this paper.
Keywords
data mining; groupware; manufacturing industries; production engineering computing; AdMA; advanced manufacturing analytics platform; collaborative gap; continuous collaborative process improvement; data mining; global competition; isolated analysis methods; manufacturing design; manufacturing industry; manufacturing process management; pattern-based optimization techniques; Design automation; Job shop scheduling; Manufacturing processes; Processor scheduling; Analytics; Data Mining; Manufacturing; Process Management; Process Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Supported Cooperative Work in Design (CSCWD), 2012 IEEE 16th International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4673-1211-0
Type
conf
DOI
10.1109/CSCWD.2012.6221911
Filename
6221911
Link To Document