A specialized machine that takes continuous rolled positive and negative electrode sheets along with a separator, uses a die-cutting tool to punch them into the required sheet-shaped stacks, and then alternately stacks positive and negative electrode sheets with the separator to form a multi-layered sheet core for battery production.