A Battery Circularity Decision Support Framework for Sustainable Transport Applications
2025 (English)Conference paper, Published paper (Refereed)
Abstract [en]
The transition to electric vehicles (EVs) presents new challenges and opportunities for sustainable transport systems, particularly concerning battery degradation, lifecycle management, and long-term system reliability. While numerous decision-support models exist for vehicle routing, charging infrastructure planning, and investment analysis, few integrate battery aging dynamics into a comprehensive circularity-oriented decision framework. This paper proposes a novel Battery Circularity Decision Support Framework that links operational, tactical, and strategic decision-making with a semi-empirical battery degradation model. The framework enables stakeholders to evaluate the impacts of driving behavior, duty cycles, charging strategies, and thermal environments on battery state-of-health (SoH), extending into future reuse, repurposing, and recycling pathways. Drawing on recent literature and experimental data, we highlight how various decisions, ranging from energy-efficient routing to battery end-of-life planning, can be informed through degradation-aware simulations.
To demonstrate the practical utility of the framework, we apply it to a real-world use case involving an electric bus operating in Sweden. The framework enabled the evaluation of battery degradation over time under consistent operational conditions, revealing the projected timeframe during which the bus could continue to reliably perform the same route. As SoH decreased, the framework supported a strategic decision to reassign the bus to a less power-demanding route, thereby extending its operational life and reducing the risk of service interruptions. This example illustrates how our framework enables data-driven decisions that align with circular economy goals and sustainable fleet operations. By integrating battery aging into system-level planning, the framework fills a crucial gap in current EV battery management and battery circularity methodologies.
Place, publisher, year, edition, pages
Springer Nature , 2025. p. 465-478
Series
IFIP Advances in Information and Communication Technology, ISSN 1868-4238, E-ISSN 1868-422X
Keywords [en]
Battery Circularity, Decision Support Framework, Sustainable Transport Appli-cations.
National Category
Engineering and Technology Control Engineering
Research subject
Energy- and Environmental Engineering
Identifiers
URN: urn:nbn:se:mdh:diva-73328DOI: 10.1007/978-3-032-03546-2_31ISI: 001583184300031Scopus ID: 2-s2.0-105015475490ISBN: 978-3-032-03545-5 (print)ISBN: 978-3-032-03546-2 (electronic)OAI: oai:DiVA.org:mdh-73328DiVA, id: diva2:1999102
Conference
44th IFIP WG 5.7 International Conference, APMS 2025, Kamakura, Japan, August 31 - September 4, 2025
Projects
TRUST-SOS Trusted Site Optimization SolutionsTESTED-SOS (Tested Site Optimization Solutions)Circul8 (Smart Battery Circularity)SmartCharg (Smart and Circular Battery Charging Solutions)
Funder
Vinnova, 2024-03678Vinnova, 2021-2989Knowledge Foundation, 2019-1602Vinnova, 2023-008142025-09-182025-09-182025-12-03Bibliographically approved