Towards the future of smart electric vehicles: Digital twin technology

G Bhatti, H Mohan, RR Singh - Renewable and Sustainable Energy …, 2021 - Elsevier
Worldwide, transportation accounts for 18% of global carbon dioxide emissions (as of 2019).
In order to battle the impending threat of climate change, consumers and industry must …

[HTML][HTML] A survey of digital twin techniques in smart manufacturing and management of energy applications

Y Wang, X Kang, Z Chen - Green Energy and Intelligent Transportation, 2022 - Elsevier
With the continuous advancement and exploration of science and technology, the future
trend of energy technology will be the deep integration of digitization, networking …

Recent trends of digital twin technologies in the energy sector: A comprehensive review

C Ghenai, LA Husein, M Al Nahlawi, AK Hamid… - Sustainable Energy …, 2022 - Elsevier
The purpose of a digital twin (DT) is to gain insight into and predict the performance of a
physical product, process, or piece of infrastructure. Numerous advantages accrue from the …

[HTML][HTML] Digital twin of electric vehicle battery systems: Comprehensive review of the use cases, requirements, and platforms

F Naseri, S Gil, C Barbu, E Çetkin, G Yarimca… - … and Sustainable Energy …, 2023 - Elsevier
Transportation electrification has been fueled by recent advancements in the technology
and manufacturing of battery systems, but the industry yet is facing serious challenges that …

Turning waste into wealth: A systematic review on echelon utilization and material recycling of retired lithium-ion batteries

X Lai, Y Huang, H Gu, C Deng, X Han, X Feng… - Energy Storage …, 2021 - Elsevier
With the increasing production and marketing of global electric vehicles (EVs), a large
quantity of lithium ion battery (LIB) raw materials are demanded, and massive LIBs will be …

Digital twin application in energy storage: Trends and challenges

C Semeraro, AG Olabi, H Aljaghoub, AH Alami… - Journal of Energy …, 2023 - Elsevier
The digitalization of engineering systems has attracted huge attention in the last years due
to its wide benefits on the performance and cost of the overall system. Among these …

Industry application of digital twin: From concept to implementation

X Fang, H Wang, G Liu, X Tian, G Ding… - The International Journal …, 2022 - Springer
With the development of artificial intelligence, big data, Internet of Things, and other
technologies, digital twin has gained great attention and become a current research topic …

Enabling battery digital twins at the industrial scale

M Dubarry, D Howey, B Wu - Joule, 2023 - cell.com
Digital twins are cyber-physical systems that fuse real-time sensor data with models to make
accurate, asset-specific predictions and optimal decisions. For batteries, this concept has …

Enhancing real-time degradation prediction of lithium-ion battery: A digital twin framework with CNN-LSTM-attention model

W Li, Y Li, A Garg, L Gao - Energy, 2024 - Elsevier
Lithium-ion batteries (LIBs) have gained widespread usage in electric vehicles (EVs) due to
their high energy density, long cycle life, and environmental friendliness. However, as LIBs …

Digital twin in battery energy storage systems: Trends and gaps detection through association rule mining

C Semeraro, H Aljaghoub, MA Abdelkareem, AH Alami… - Energy, 2023 - Elsevier
Energy sector is being revolutionized with the introduction of digitalization technologies.
Digitalization technologies converted conventional energy grids into smart grids. Therefore …