Yes. I'm just echoing others, but Asthma is bronchoconstriction - your passageways in your lungs narrow (you also get some inflammation as a result). Albuterol opens those passageways back up. If you don't have asthma, then your passageways aren't constricted, and so there's nothing to open up.
Incidentally, that's how they test you for asthma. It's called a bronchodilator challenge. You take a breathing test (a PFT), then puff on albuterol through a nebulizer for about 10 minutes. Then redo the PFT. If the albuterol had a noticeable effect, then the test supports a diagnosis of asthma.
That's probably why they no longer require a TUE for albuterol. The TUE was based on the results of a bronchodilator challenge. But if your test didn't support your claim of asthma, then the albuterol wasn't helping you, so not really a PED.