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Figure 1: Typical battery packs like those being developed for electric vehicles and grid-tied energy storage systems are expensive, short-lived, big, complex, and limiting. Cell variations drive the degradation in pack capacity over the life of the pack. Ultimately, the weakest cells constrain both pack performance and operating life.