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 …

An Ultrasonic Wave-Based Method for Efficient State-of-Health Estimation of Li-Ion Batteries

K Liu, Y Liu, S Zhao, X Li, Q Peng - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Effective state-of-health (SoH) estimation is highly valuable for ensuring battery performance
and safety. This article proposes an ultrasonic wave-based method for the accurate and …

[HTML][HTML] Investigating the Impact of Public Services on Rental Prices in Chinese Super Cities Based on Interpretable Machine Learning

R Kou, Y Long, Y Zhou, W Liu, X He, Q Peng - Sustainability, 2024 - mdpi.com
In China, approximately 20% of the permanent population are renters, with 91% of leased
land concentrated in first-tier and new first-tier cities. Education and healthcare are primary …