Adaptive battery thermal management systems in unsteady thermal application contexts

K Liu, Q Peng, Z Liu, W Li, N Cui, C Zhang - Journal of Energy Chemistry, 2024 - Elsevier
With the increasing attention paid to battery technology, the microscopic reaction
mechanism and macroscopic heat transfer process of lithium-ion batteries have been further …

Alternating current heating techniques for lithium-ion batteries in electric vehicles: Recent advances and perspectives

X Huang, J Meng, W Jiang, W Liu, K Liu… - Journal of Energy …, 2024 - Elsevier
The significant decrease in battery performance at low temperatures is one of the critical
challenges that electric vehicles (EVs) face, thereby affecting the penetration rate in cold …

Characterization and identification towards dynamic-based electrical modeling of lithium-ion batteries

C Fan, K Liu, Y Ren, Q Peng - Journal of Energy Chemistry, 2024 - Elsevier
Lithium-ion batteries are widely recognized as a crucial enabling technology for the
advancement of electric vehicles and energy storage systems in the grid. The design of …

Understanding of Lithium-ion battery degradation using multisine-based nonlinear characterization method

C Fan, K Liu, T Zhu, Q Peng - Energy, 2024 - Elsevier
The nonlinearity of lithium-ion battery voltage response has been recently gained high
attention in battery characterization and health diagnosis. The multisine-based nonlinear …

A novel joint estimation for core temperature and state of charge of lithium-ion battery based on classification approach and convolutional neural network

Y Li, C Ma, K Liu, L Chang, C Zhang, B Duan - Energy, 2024 - Elsevier
The core temperature (CT) of lithium-ion batteries (LIBs) is crucial for effective thermal
management, and is significantly influenced by the state of charge (SOC) among other …

Quantitative Analysis of the Coupled Mechanisms of Lithium Plating, SEI Growth, and Electrolyte Decomposition in Fast Charging Battery

Y Peng, M Ding, K Zhang, H Zhang, Y Hu… - ACS Energy …, 2024 - ACS Publications
Lithium ion battery (LIBs) degradation under fast-charging conditions limits its performance,
yet systematic and quantitative studies of its mechanisms are still lacking. Here, we used …

Explainable neural network for sensitivity analysis of lithium-ion battery smart production

K Liu, Q Peng, Y Liu, N Cui… - IEEE/CAA Journal of …, 2024 - ieeexplore.ieee.org
Battery production is crucial for determining the quality of electrode, which in turn affects the
manufactured battery performance. As battery production is complicated with strongly …

Battery calendar degradation trajectory prediction: Data-driven implementation and knowledge inspiration

Q Peng, W Li, M Fowler, T Chen, W Jiang, K Liu - Energy, 2024 - Elsevier
Batteries are acknowledged as an important carrier for next-generation energy and future
electrification. Capacity degradation is an inevitable process that will eventually lead to a …

Soft carbon filled in expanded graphite layer pores for superior fast-charging lithium-ion batteries

Z Quan, A Lu, F Wang, Z Liu, S Wang, Y Zhou, C Zhang… - Carbon, 2024 - Elsevier
The slow kinetics and lithium deposition of graphite anode are considered the key limitations
of fast-charging lithium-ion batteries. Expanded graphite has shown tremendous potential …

Coating Feature Analysis and Capacity Prediction for Digitalization of Battery Manufacturing: An Interpretable AI Solution

Q Peng, Y Liu, Y Jin, XG Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Battery production line is crucial for determining the performance of batteries, further
significantly affecting the industrial applications of relevant energy systems. As a complex …