Condition Monitoring in the Cloud - Core

Available online at www.sciencedirect.com

ScienceDirect Procedia CIRP 38 (2015) 53 – 57

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Abstract

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1. Introduction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

2212-8271 © 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). Peer-review under responsibility of the Programme Chair of the Fourth International Conference on Through-life Engineering Services. doi:10.1016/j.procir.2015.08.075

54

E. Uhlmann et al. / Procedia CIRP 38 (2015) 53 – 57

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5. Evaluation

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6. Conclusion and future work

References

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