Heating lithium-ion batteries at low temperatures for onboard applications: recent progress, challenges and prospects

C Lin, W Kong, Y Tian, W Wang, M Zhao - Automotive Innovation, 2022 - Springer
Lithium-ion batteries (LIBs) are commonly used in electric vehicles (EVs) due to their good
performance, long lifecycle, and environmentally friendly merits. Heating LIBs at low …

A thermal management system control strategy for electric vehicles under low-temperature driving conditions considering battery lifetime

H Min, Z Zhang, W Sun, Z Min, Y Yu, B Wang - Applied Thermal …, 2020 - Elsevier
Electric vehicle thermal management system (EVTMS) is essential for electric vehicles (EVs)
to guarantee cabin thermal comfort and battery appropriate temperature. However, under …

A review of component-in-the-loop: Cyber-physical experiments for rapid system development and integration

H Fagcang, R Stobart, T Steffen - Advances in Mechanical …, 2022 - journals.sagepub.com
To meet rising demands in performance and emissions compliance, companies are driven
to develop systems of ever-increasing complexity. In-the-loop methods use a hybrid …

NMPC-based integrated thermal management of battery and cabin for electric vehicles in cold weather conditions

MR Hajidavalloo, J Chen, Q Hu, Z Song… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
One of the major obstacles along the way of electric vehicles'(EVs') wider global adoption is
their limited driving range. Extreme cold or hot environments can further impact the EV's …

Low temperature performance evaluation of electrochemical energy storage technologies

A Fly, I Kirkpatrick, R Chen - Applied Thermal Engineering, 2021 - Elsevier
The performance of electrochemical energy storage technologies such as batteries and
supercapacitors are strongly affected by operating temperature. At low temperatures (< 0° …

Neural network-based electric vehicle range prediction for smart charging optimization

MJ Eagon, DK Kindem… - Journal of …, 2022 - asmedigitalcollection.asme.org
Range prediction is a standard feature in most modern road vehicles, allowing drivers to
make informed decisions about when to refuel. Most vehicles make range predictions …

A fast activation energy derivation (faed) approach for lumped single particle model in lithium-ion battery module-level heat generation prediction

H He, X Chen, A Fly, V Saini - Journal of Power Sources, 2023 - Elsevier
The performance of electric vehicles (EVs) heavily relies on the durability and longevity of
lithium-ion cells, which are strongly affected by operating temperatures. Various …

A multi-model approach for predicting electric vehicle specifications and energy consumption using machine learning

A Khan, N Iqbal, Z Kaleem, Z Qarnain… - The Journal of …, 2025 - Springer
The increasing reliance on electric vehicles (EVs) necessitates advanced predictive models
to enhance performance and sustainability, especially against climate change driven by …

Study on the benefits of integrated battery and cabin thermal management in cold weather conditions

MR Hajidavalloo, J Chen, Q Hu… - 2023 American Control …, 2023 - ieeexplore.ieee.org
To expand the global adoption of electric vehicles (EVs), improving their driving range is of
utmost importance. One of the major obstacles along the way is the degraded EV …

Research on Rapid Cycle Test Method in Low-Temperature of Electric Vehicle Driving Range Based on China Light-Duty Vehicle Test Cycle

X An, Y Liu, Z Liu, J Li, H Yu, K Ma, Y Liang… - International Journal of …, 2025 - Springer
The increase in battery storage capacity of electric vehicles has led to longer electric vehicle
range testing duration at low temperatures. To shorten testing duration and lower costs, a …