Applying Sound-Based Analysis at Porsche Production: Towards Predictive Maintenance of Production Machines Using Deep Learning and Internet-of-Things Technology-Reference-Cited by-同舟云学术

Applying Sound-Based Analysis at Porsche Production: Towards Predictive Maintenance of Production Machines Using Deep Learning and Internet-of-Things Technology

Published:2018-09-21 Issue: Volume: Page:79-97
ISSN:2192-8096
Container-title:Management for Professionals
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Author:

der Mauer Matthias Auf,Behrens Tristan,Derakhshanmanesh Mahdi,Hansen Christopher,Muderack Stefan

Publisher

Springer International Publishing

Link

http://link.springer.com/content/pdf/10.1007/978-3-319-95273-4_5

Reference19 articles.

1. Dr. Ing. h.c. F. Porsche AG – Porsche Deutschland (2018) Dr. Ing. h.c. F. Porsche AG – Porsche Deutschland. Available at: http://www.porsche.de . Accessed 31 Jan 2018

2. Goodfellow I, Bengio Y, Courville A, Bengio Y (2016) Deep learning, vol 1. MIT Press, Cambridge

3. Gubbi J, Buyya R, Marusic S, Palaniswami M (2013) Internet of Things (IoT): a vision, architectural elements and future directions. Future Gener Comput Syst 29(7):1645–1660

4. Hashemian HM, Bean WC (2011) State-of-the-art predictive maintenance techniques. IEEE Trans Instrum Meas 60(10):3480–3492

5. Keras.io (2018) Keras Documentation. Available at: https://keras.io/ . Accessed 31 Jan 2018

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