Calendar Ageing Model for Li-Ion Batteries Using Transfer Learning Methods

Autor: Markel Azkue, Mattin Lucu, Egoitz Martinez-Laserna, Iosu Aizpuru

Publikováno v: World Electric Vehicle Journal, Vol 12, Iss 3, p 145 (2021)

Getting accurate lifetime predictions for a particular cell chemistry remains a challenging process, largely dependent on time and cost-intensive experimental battery testing. This paper proposes a transfer learning (TL) method to develop LIB ageing

Externí odkaz: https://doaj.org/article/892872bcd0034826bc56e6d14c8b0d91

Module-Level Modelling Approach for a Cloudbased Digital Twin Platform for Li-Ion Batteries

Autor: Olatz Lizaso-Eguileta, Egoitz Martinez-Laserna, Mikel Rivas, Eduardo Miguel, Unai Iraola, Igor Cantero

Publikováno v: 2021 IEEE Vehicle Power and Propulsion Conference (VPPC).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e887e1018596af938479aff7416ec467
https://doi.org/10.1109/vppc53923.2021.9699271

Data-driven nonparametric Li-ion battery ageing model aiming at learningfrom real operation data – Part A: Storage operation

Autor: Inigo Gandiaga, Mattin Lucu, Egoitz Martinez-Laserna, Kailong Liu, Haritza Camblong, James Marco, Widanalage Dhammika Widanage

Publikováno v: Addi. Archivo Digital para la Docencia y la Investigación
instname
Journal of Energy Storage
Journal of Energy Storage, Elsevier, 2020, 30, pp.101409. ⟨10.1016/j.est.2020.101409⟩
Addi: Archivo Digital para la Docencia y la Investigación
Universidad del País Vasco

Conventional Li-ion battery ageing models, such as electrochemical, semi-empirical and empirical models, require a significant amount of time and experimental resources to provide accurate predictions under realistic operating conditions. At the same

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::52a8875bd0d46d82dd4e5d014601e5fe
http://hdl.handle.net/10810/49225

Technical Viability of Battery Second Life: A Study From the Ageing Perspective

Autor: Alexander Warnecke, Maciej Swierczynski, Daniel-Ioan Stroe, Igor Villarreal Sarria, Noshin Omar, Jean-Marc Timmermans, Elixabet Sarasketa-Zabala, Pedro Rodriguez, Egoitz Martinez-Laserna, Shovon Goutam

Publikováno v: Martinez-Laserna, E, Sarasketa-Zabala, E, Villareal, I, Stroe, D-I, Swierczynski, M J, Warnecke, A, Timmermans, J-M, Goutam, S, Omar, N & Rodriguez, P 2018, ' Technical Viability of Battery Second Life : A Study from the Ageing Perspective ', I E E E Transactions on Industry Applications, vol. 54, no. 3, pp. 2703-2713 . https://doi.org/10.1109/TIA.2018.2801262

Reusing electric vehicle batteries once retired from the automotive application is stated as one of the possible solutions to reduce electric vehicle costs. Many publications in the literature have analyzed the economic viability of such a solution,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8bf1afc538b84cdb89b8dc608e52e3b7
https://doi.org/10.1109/tia.2018.2801262

Sustainability analysis of the electric vehicle use in Europe for CO2 emissions reduction

Autor: Lluc Canals Casals, Beatriz Amante García, Egoitz Martinez-Laserna, Nerea Nieto

Publikováno v: Recercat. Dipósit de la Recerca de Catalunya
instname
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)

Electric vehicles are considered the most promising alternative to internal combustion engine vehicles towards a cleaner transportation sector. Having null tailpipe emissions, electric vehicles contribute to fight localized pollution, which is partic

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::337fcaf8b44c425bbb7ff4717506348b
https://doi.org/10.1016/j.jclepro.2016.03.120