A Cloud-Assisted Framework for Battery Fault Diagnosis and State Estimation via ThingSpeak IoT
Lithium-ion battery packs in electric vehicles and portable energy storage systems are susceptible to thermal accumulation during long-term charge-discharge cycling, which can lead to performance degradation, rapid capacity fade, and safety hazards. In this paper, a low-cost digital twin framework is proposed, and it c...