TY - GEN
T1 - Advanced Digital Twin Framework for Electric Truck
AU - Tran, Duong
AU - Xenakis, Leo
AU - Pardhi, Shantanu
AU - Makazaga, Iban Vicente
AU - Glensvig, Michael
AU - Koegeler, Hans Michael
AU - Medina, Robinson
AU - Wilkins, Steven
AU - Hegazy, Omar
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - This paper introduces an advanced digital twin (DT) framework for electric truck, which consists of a universal multi-layer DT architecture and multi-disciplinary AVL software suites. The proposed DT framework can realize all functionalities conducted within key spaces in a generic DT concept: physical space, communication channel for data fusion, and digital twin space. A workflow and a management platform are introduced to generate, operate, calibrate, and run DTs. Furthermore, a pre-DT model of energy consumption estimation is developed based on a longitudinal model, to evaluate the conceptual designs during early design stage. The holistic digital twin framework enables support at the industrial level of new fully integrated architectures and designs for electric truck applications in a European project named NextETRUCK. Original equipment manufacturers (OEMs) and tier-one suppliers will be able to push beyond the investigation of another generation of efficient and affordable electric trucks.
AB - This paper introduces an advanced digital twin (DT) framework for electric truck, which consists of a universal multi-layer DT architecture and multi-disciplinary AVL software suites. The proposed DT framework can realize all functionalities conducted within key spaces in a generic DT concept: physical space, communication channel for data fusion, and digital twin space. A workflow and a management platform are introduced to generate, operate, calibrate, and run DTs. Furthermore, a pre-DT model of energy consumption estimation is developed based on a longitudinal model, to evaluate the conceptual designs during early design stage. The holistic digital twin framework enables support at the industrial level of new fully integrated architectures and designs for electric truck applications in a European project named NextETRUCK. Original equipment manufacturers (OEMs) and tier-one suppliers will be able to push beyond the investigation of another generation of efficient and affordable electric trucks.
KW - AVL software suites
KW - Digital twin
KW - electric truck
KW - multi-layer architecture
UR - https://www.scopus.com/pages/publications/85185343939
U2 - 10.1109/VPPC60535.2023.10403207
DO - 10.1109/VPPC60535.2023.10403207
M3 - Conference contribution
AN - SCOPUS:85185343939
T3 - 2023 IEEE Vehicle Power and Propulsion Conference, VPPC 2023 - Proceedings
BT - 2023 IEEE Vehicle Power and Propulsion Conference, VPPC 2023 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 19th IEEE Vehicle Power and Propulsion Conference, VPPC 2023
Y2 - 24 October 2023 through 27 October 2023
ER -