CWGAN-GP with residual network model for lithium-ion battery thermal image data expansion with quantitative metrics

• Main Authors: Hu, Fengshuo, Dong, Chaoyu, Tian, Luyu, Mu, Yunfei, Yu, Xiaodan, Jia, Hongjie
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Lithium-ion batteries; Generative adversarial network
• Online Access: https://hdl.handle.net/10356/175605
• Institution: Nanyang Technological University

Lithium batteries find extensive applications in energy storage. Temperature is a crucial indicator for assessing the state of lithium-ion batteries, and numerous experiments require thermal images of lithium-ion batteries for research purposes. However, acquiring thermal imaging samples of lithium-...