in Using your Oxygen Concentrator

Can I place a POC on its side?

Yes, you can place a portable oxygen concentrator (such as the Inogen One) on its side for a limited amount of time. An example would be during the take off and landing of a flight. However keeping the POC in this position for any extended period of time is not recommended.