Research & Papers

New Battery Tracker Makes Recycled EV Batteries Safer and Smarter

This could make cheaper, longer-lasting storage from old EV batteries possible.

Deep Dive

Researchers demonstrated a way to estimate the health and state of charge of every individual cell in a second-life battery system using only field operation data. When tested on a real system containing hundreds of cells, it found uneven degradation, a systematic state-of-charge imbalance, and two faulty cells. The approach also showed that a conventional module-level model only tracks average behavior and can miss the weakest cells, leading it to overestimate both health and charge by significant amounts.

Key Points
  • This method inspects each individual cell inside a repurposed battery, not just the whole pack.
  • Older methods overestimated battery health by as much as 31%, missing weak cells.
  • Catches faulty cells early, making second-life batteries safer and more affordable for solar storage.

Why It Matters

Repurposed EV batteries could power your home cheaply—if we can trust them. This makes them safer.

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