Home Depot has a backup generator or battery in order to still allow transactions to go through in the event of a power outage. It even ran the air conditioning. They stored the payments offline until they were able to connect online again.

What I've seen happen more often is that there is a network error and digital payments can't be processed for hours. Digital money relies on a lot more complex infrastructure than just electricity.