You are required to read and agree to the below before accessing a full-text version of an article in the IDE article repository.

The full-text document you are about to access is subject to national and international copyright laws. In most cases (but not necessarily all) the consequence is that personal use is allowed given that the copyright owner is duly acknowledged and respected. All other use (typically) require an explicit permission (often in writing) by the copyright owner.

For the reports in this repository we specifically note that

  • the use of articles under IEEE copyright is governed by the IEEE copyright policy (available at http://www.ieee.org/web/publications/rights/copyrightpolicy.html)
  • the use of articles under ACM copyright is governed by the ACM copyright policy (available at http://www.acm.org/pubs/copyright_policy/)
  • technical reports and other articles issued by M‰lardalen University is free for personal use. For other use, the explicit consent of the authors is required
  • in other cases, please contact the copyright owner for detailed information

By accepting I agree to acknowledge and respect the rights of the copyright owner of the document I am about to access.

If you are in doubt, feel free to contact webmaster@ide.mdh.se

Towards Adopting a Digital Twin Framework (ISO 23247) for Battery Systems

Fulltext:


Authors:

Johan Cederbladh, Enxhi Ferko, Emil Lundin

Research group:

Automated Software language and SOftware engineering

Publication Type:

Conference/Workshop Paper

Venue:

ITNG 2024: Conference on Information Technology : New Generations

Abstract

In this paper, we discuss how the emerging and novel technique of Digital Twins (DTs) can be applied in the battery domain to address current challenges. Notably, rechargeable batteries are central for modern applications of electric vehicles (EVs), consumer electronics, and wireless components. Several complex battery solutions are emerging in literature to support industrial needs. However, the increasing complexity of battery systems is negatively impacting measurements and control of batteries during run-time, critical aspects for efficient run-time management. DTs are seen as a promising solution, offering enhanced operational management and planning capabilities through real-time models that accurately represent the current states of batteries. This precision leads to enhanced accuracy in monitoring and decision-making processes. Despite the potential benefits, the lack of a standards-based DT framework for battery systems hinders industrial practitioners from adopting and implementing DT solutions. We discuss how DT solutions could elevate specific challenges in complex battery systems. Additionally, we discuss requirements for building DTs for the heterogeneous battery system use case and map them to the ISO 23247 DT framework. Eventually, we examine the suitability of the ISO 23247 DT framework for building DTs for complex battery systems.

Bibtex

@inproceedings{Cederbladh6865,
author = {Johan Cederbladh and Enxhi Ferko and Emil Lundin},
title = {Towards Adopting a Digital Twin Framework (ISO 23247) for Battery Systems},
month = {April},
year = {2024},
booktitle = {ITNG 2024: Conference on Information Technology : New Generations},
url = {http://www.es.mdu.se/publications/6865-}
}