Astrain Escola, José JavierFalcone Lanas, Francisco JavierLópez Martín, AntonioSanchis Gúrpide, PabloVilladangos Alonso, Jesús2022-01-212022-01-212021J. J. Astrain, F. Falcone, A. Lopez, P. Sanchis, J. Villadangos and I. R. Matias, "Monitoring of Electric Buses within an Urban Smart City Environment," 2020 IEEE SENSORS, 2020, pp. 1-4, doi: 10.1109/SENSORS47125.2020.9278791.978-1-7281-6801-2 (Electronic)2168-9229 (Electronic)10.1109/SENSORS47125.2020.9278791https://academica-e.unavarra.es/handle/2454/41855A practical experience on monitoring the data generated by electric buses is presented, focusing on energy consumption, charge and state of the batteries. The work is carried out in the framework of a global smart city strategy developed by the H2020 Smart City Lighthouse STARDUST project. The crucial role of the data collection and transmission from electric buses has become evident in this work, so the adopted solutions are covered in detail. A practical electric bus charging station configuration is considered, operating within the city of Pamplona, Spain, with an urban route setting in which electric charging is performed. Various key factors for the practical implementation of the necessary communication infrastructure, including wireless Low Power Wide Area connectivity challenges within the urban scenario settings, based in LoRa/LoRaWAN communication system nodes. The monitoring system architecture is also presented, in which specific machine learning modules in order to collect patterns and visualization of data to enhance planning, operation and maintenance procedures.9 p.application/pdfeng© 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other work.Business intelligenceElectric busLoRaSmart citiySmart gridContribución a congreso / Biltzarrerako ekarpenaAcceso abierto / Sarbide irekiainfo:eu-repo/semantics/openAccess