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http://bura.brunel.ac.uk/handle/2438/2474
Title: | Flexible data input layer architecture (FDILA) for quick-response decision making tools in volatile manufacturing systems |
Authors: | Tavakoli, S Mousavi, A Komashie, A |
Keywords: | Data input layer;Real-time data;Decision support;Volatile manufacturing industry;Production management |
Issue Date: | 2008 |
Publisher: | IEEE |
Citation: | Proceedings of 2008 IEEE International Conference on Communications, Beijing, China, May 19-23. pp. 5515 - 5520 |
Abstract: | This paper proposes the foundation for a flexible data input management system as a vital part of a generic solution for quick-response decision making. Lack of a comprehensive data input layer between data acquisition and processing systems has been realized and thought of. The proposed FDILA is applicable to a wide variety of volatile manufacturing environments. It provides a generic platform that enables systems designers to define any number of data entry points and types regardless of their make and specifications in a standard fashion. This is achieved by providing a variable definition layer immediately on top of the data acquisition layer and before data pre-processing layer. For proof of concept, National Instruments’ Labview data acquisition software is used to simulate a typical shop floor data acquisition system. The extracted data can then be fed into a data mining module that builds cost modeling functions involving the plant’s Key Performance Factors. |
URI: | http://bura.brunel.ac.uk/handle/2438/2474 |
DOI: | http://dx.doi.org/10.1109/ICC.2008.1034 |
ISBN: | 978-1-4244-2075-9 |
Appears in Collections: | Electronic and Electrical Engineering Dept of Electronic and Electrical Engineering Research Papers |
Files in This Item:
File | Description | Size | Format | |
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Flexible Data Input Layer Architecture (FDILA) for Quick-Response Decision Making Tools in Volatile Manufacturing Systems.pdf | 360.03 kB | Adobe PDF | View/Open |
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