Either you're right and it's because your laptop's battery is running out, which shouldn't happen so this would be a hardware issue, or you're completely disregarding the fact that your laptop is overheating and that causes it to shutdown.

Laptops are absolute ♥♥♥♥ at cooling themselves, which is why it's not recommended to game on one without a laptop cooler, and even then heat is still an issue.