You can live on a partial pressure of about 0.15 atm of oxygen. Less than that and your blood will lose oxygen as it passes through your lungs. So the tank work

You can live on a partial pressure of about 0.15 atm of oxygen. Less than that and your blood will lose oxygen as it passes through your lungs. So the tank works if the pressure is high enough.