Multi-fault diagnosis for series-connected lithium-ion battery pack
The battery pack is evaluated by calculating the contributions of each cell to the PCA statistics. Secondly, the KPCA model of the battery pack is developed to address the nonlinear issue of the battery. The reconstruction-based parallel PCA-KPCA is introduced to estimate the fault waveform of the faulty battery. The estimated fault waveform