Next time you have it open, replace all the remaining 'old' screens at one time instead of waiting for them to fail, which you have learned they will.

Shortly after buying this house 3 years ago, I had a small leak develop and was getting DE back in the pool, I replaced them all and have not had any issues since. There is not much else that can wear out on the system so why replace it all ?