TY - Journal Article AU - Diamanti, Eleftheria AU - Iriarte, Eneko AU - Oblak, Eva AU - Dominguez-Meister, Santiago AU - Ibañez, Iñigo AU - Braceras, Iñigo AU - Berger, Andreas TI - Use of smartphones as optical metrology tools for surface wear detection PY - 2021 PB - Springer AB - Proper wear level information and early wear detection are crucial goals in many engineering applications and industrial components in order to improve efficiency and reduce production, maintenance, or replacements costs. Furthermore, this should ideally be achieved with a user-friendly, low-cost, and easy to implement methodology for wear level monitoring and detection. In this work, we present the design of a new approach to accomplish early wear detection that is implemented by means of a stand-alone smartphone device and application providing real-time online metrology. The online monitoring is done by means of optical measurements and image processing based on the advanced smartphone vision system technology currently available in commercial devices. The developed mobile App works in continuous mode without interrupting the wear process. Specifically, it traces surface changes and monitors the progression of wear enabling just-in-time warning alarms for “significant wear” and “critical wear” detection. We demonstrate that critical wear of a surface prior to fatal rupture can be detected, which is the main objective in many industrial applications. SN - 0268-3768 UR - http://hdl.handle.net/11556/1094 DX - 10.1007/s00170-021-06840-x ER -