Deep Learning Approaches for Battery Capacity and State of Charge Estimation with the NASA B0005 Dataset
Year: 2025
Type: article
Abstract: Accurate capacity and State of Charge (SOC) estimation are crucial for ensuring the safety and longevity of lithium-ion batteries in electric vehicles. This study examines ten machine learning architectures, Including Deep Be... | Find, read and cite all the research you need on Tech Science Press
Authors: Zeyang Zhou, Zachary James Ryan, Utkarsh Sharma, Tran Tien Anh, Shashi Mehrotra, Angelo Greco, Jason West, Mukesh Prasad
Language: English
Subfield: Automotive Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4409372297