Lionchief engines sometimes have a timeout. Remember, this is a starter engine designed for children who might leave it on, leave the remote on, and then do something else.
So yes, you can power them as long as you want. There is no smoke unit and the board doesn't care in that it should never overheat or burn up.
However, both the engine and the remote firmware may have timeout features and you may have invoked it.