Other than tater build up from certain fuels*** or blown or distorted coils from cheap plugs or over compressed pre-detonating engines, glow plugs should last a good long time. Storage isn't really a factor unless the chamber was filled with old castor oil/fuel and allowed to sit several seasons. I can't imagine why you would be experiencing this issue.
If you really think something is going on, perhaps save up some old plugs this season, clip the tips off or paint them red or something so you can differentiate them, and set them aside as "storage plugs" and put them in your engines over the off-season until you are ready to go fly and put your working plugs back in.
As Brett and others have stated, "something else" more likely is going on, like varnished up sleeves, water intrusion in your fuel, solidified castor in your fuel lines/filter/engine, etc. Plain bearing engines like Fox35 get the crank gummed up pretty bad if stored with castor residue... but it's pretty obvious what is going on there when you go try to start it, heh. Just pay attention to what is going on, start eliminating factors, and see what stands out that is left.
Hope that helps,
EricV
***All that said... when a certain type of fuel (of which I had bought several cases) turned out to be a major "tater producer" I went through an expensive period of changing plugs pretty regularly. It wasn't fun. It usually showed in a ratty run that would clear up inverted (gravity helped clear the plug a little, who knew?) so I learned to recognize when I started getting a ratty upright run with a leaner inverted flight, I had a tater formed. I'd pull the plug and look, yup, a big old blob on the bottom coil. Change the plug, smooth as silk again. That was not a fun period. I went to PowerMaster Air after that, that problem (and others) went away.