On my Nokia Lumia 2520, why am I getting the message battery #2 not present?

[Windows Central Question]

Nokia Lumia 2520: Battery #2 not present

When the power is unplugged battery no.1 shows the percentage of usage but battery no.2 shows "not present", What does it mean?