Cycling into the workshop: predictive maintenance for Barcelona's bike-sharing system

arXiv:2404.17217v1 Announce Type: cross
Abstract: Bike-sharing systems have emerged as a significant element of urban mobility, providing an environmentally friendly transportation alternative. With the increasing integration of electric bikes alongside mechanical bikes, it is crucial to illuminate distinct usage patterns and their impact on maintenance. Accordingly, this research aims to develop a comprehensive understanding of mobility dynamics, distinguishing between different mobility modes, and introducing a novel predictive maintenance system tailored for bikes. By utilising a combination of trip information and …

abstract alternative arxiv barcelona bike bikes bike-sharing cs.cy cs.lg cycling electric element impact integration maintenance mobility patterns physics.soc-ph predictive predictive maintenance research systems transportation type urban usage workshop