Temperature does affect the charging speed of a smartphone battery. Recharge your phone between 0-45°C or 32-113°F. Connecting outside these ranges can significantly slow the storage of electricity into the battery cells. Smartphone charging speed is quickest when powered between 15-35°C or 59-95°F.