TY - GEN
T1 - Bike Gear Mode Detection and Automated Chain Maintenance Using Solid-Borne Sound Analysis
AU - Schlechter, Thomas
AU - Fischer, Johannes
AU - Heins, Pia
N1 - Publisher Copyright:
© 2020 IEEE.
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2020/12/9
Y1 - 2020/12/9
N2 - Predictive maintenance is gaining more and more importance. However, current research and implementations mostly focus on industrial applications. As high quality sensors are getting more precise and powerful, and at the same time are getting cheaper, alongside with more advanced and ubiquitous means of communication, predictive maintenance use cases in the consumer good area raise and start being more feasible. In this paper we present an idea of predictive maintenance on bike chains, applied on two typical major use cases. The proposed approach is based on solid-borne sound detection and digital analysis of chain malfunction from different causes. Finally, we identify real world use cases and appealing business models to be applied on the methodology.
AB - Predictive maintenance is gaining more and more importance. However, current research and implementations mostly focus on industrial applications. As high quality sensors are getting more precise and powerful, and at the same time are getting cheaper, alongside with more advanced and ubiquitous means of communication, predictive maintenance use cases in the consumer good area raise and start being more feasible. In this paper we present an idea of predictive maintenance on bike chains, applied on two typical major use cases. The proposed approach is based on solid-borne sound detection and digital analysis of chain malfunction from different causes. Finally, we identify real world use cases and appealing business models to be applied on the methodology.
UR - http://www.scopus.com/inward/record.url?scp=85100313287&partnerID=8YFLogxK
U2 - 10.1109/REM49740.2020.9313879
DO - 10.1109/REM49740.2020.9313879
M3 - Conference contribution
AN - SCOPUS:85100313287
T3 - 2020 21st International Conference on Research and Education in Mechatronics, REM 2020
BT - 2020 21st International Conference on Research and Education in Mechatronics, REM 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 21st International Conference on Research and Education in Mechatronics, REM 2020
Y2 - 9 December 2020 through 11 December 2020
ER -