G. N. K. Lakshitha

Lightweight CNN-Based Embedded System for Li-Ion Battery Fault Diagnosis

Real-time fault diagnosis in lithium-ion batteries is essential for ensuring the safety and reliability of modern energy systems, yet it remains challenging due to the strict resource constraints of embedded Battery Management Systems. While deep learning methods provide improved robustness under dynamic operating cond...