Minecarts keep randomly dissappearing

I have an underground subway system in my world which is automatic, however when I load into the world the minecarts keep either stopping right in their tracks causing a pile up, going in the opposite direction - it's a subway - this is annoying, or they simply despawn. I appreciate I have a big world and this might be the cause but can you fix this or justify why it happens?