'alawa prognosis duty cycles

Synthetic degradation trajectories generated with 'alawa for graphite/LFP, graphite/NMC811 and graphite/NCA cells, each under a large set of duty cycles. The trajectories expose how degradation modes evolve and when capacity fade accelerates.

Dataset details

Origin: Synthetic
Chemistry: LFP, NMC, NCA
Level: cell
Data types: Degradation trajectories, V(Q) curves
Labels: LLI, LAM_PE, LAM_NE, capacity, knee (LFP)
Size: 127,662 (LFP) · 142,216 (NMC811) · 124,652 (NCA) duty cycles, from file names
Format: Parquet (planned); currently .mat
Hosting: battery-hub (Hugging Face)