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Networked engineering notebooks for smart manufacturing

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conference contribution
posted on 13.01.2017, 13:18 by Peter Denno, Charles DickersonCharles Dickerson, Jennifer HardingJennifer Harding
A goal of the industrial internet is to make information about manufacturing processes and resources available wherever decision making may be required. Agile use of information is a cornerstone of data analytics, but analytical methods more generally, including model-based investigations of manufacturability and operations, do not so easily benefit from this data. Rather than relating anonymous patterns of data to outcomes, these latter analytical methods are distinguished as relying on conceptual or physics-based models of the real world. Such models require careful consideration of the fitness of the data to the purpose of the analysis. Verification of these analyses, then, is a significant bottleneck. A related problem, that of ascertaining reproducible results in scientific claims, is being addressed through executable notebook technology. This paper proposes to use notebook technologies to address that bottleneck. It describes how this notebook technology, linked to internet-addressable ontologies and analytical metamodels, can be used to make model-based analytical methods more verifiable, and thus more effective for manufacturers.

History

School

  • Mechanical, Electrical and Manufacturing Engineering

Published in

International Conference on Manufacturing Research

Citation

DENNO, P., DICKERSON, C.E. and HARDING, J.A., 2016. Networked engineering notebooks for smart manufacturing. IN: Goh, Y.M. and Case, K. (eds). Advances in Manufacturing Technology XXX, Proceedings of the 14th International Conference on Manufacturing Research (ICMR 2016), Loughborough University, Loughborough, UK, September 2016, pp. 407-412.

Publisher

IOS Press

Version

AM (Accepted Manuscript)

Publisher statement

This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/

Acceptance date

08/08/2016

Publication date

2016

Notes

The final publication is available at IOS Press through http://dx.doi.org/10.3233/978-1-61499-668-2-407

ISBN

9781614996675

Language

en

Location

Loughborough