Automotive Digital Twins: A Traversal Algorithm for Virtual Testing of Software over-the-air Updates
Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/Gutachten › Beitrag in Konferenzband › Beigetragen › Begutachtung
Beitragende
Abstract
The CASE (Connected, Automated, Services, Electrification) trends are shaping the automotive industry, leading to new disruptive innovations and challenges. Besides level 4/5 automated driving or shared mobility, one major factor for the success of CASE are software over-the-air (SOTA) updates. Even though map updates are common, feature updates throughout the vehicle's life cycle are not yet. This results partially from non-existent virtual respectively hardware free test methods as well as environments for SOTA updates. Therefore, this paper presents a digital twin concept for virtual testing of software updates for mechatronic systems. Firstly, it allows to set up and load Software-in-the-Loop (SiL) test environments including individual vehicle configurations. Secondly, a graph based weighting algorithm enables the use of operational vehicle field data in combination with behaviourbased data from virtual test environments in order to enrich the test quality. Lastly, a traversal algorithm can detect the functions control flow and propagate test cases alongside it.
Details
| Originalsprache | Englisch |
|---|---|
| Titel | Proceedings - 2023 IEEE International Conference on Mechatronics, ICM 2023 |
| Herausgeber (Verlag) | Institute of Electrical and Electronics Engineers (IEEE) |
| ISBN (elektronisch) | 9781665466615 |
| Publikationsstatus | Veröffentlicht - 2023 |
| Peer-Review-Status | Ja |
Publikationsreihe
| Reihe | IEEE International Conference on Mechatronics (ICM) |
|---|
Konferenz
| Titel | 2023 IEEE International Conference on Mechatronics |
|---|---|
| Kurztitel | ICM 2023 |
| Dauer | 15 - 17 März 2023 |
| Webseite | |
| Ort | Loughborough University |
| Stadt | Loughborough |
| Land | Großbritannien/Vereinigtes Königreich |
Schlagworte
ASJC Scopus Sachgebiete
Schlagwörter
- Digital Twin, Over-the-Air, Software Updates, Traversal Algorithnb Virtual Testing