When i played my first game with the turks i had the same problems up untill about the high period when my sultan's got considerably better

If you want to raise zeal use imam's i had most of my provinces with over 70% zeal with them

I used Ghulam Cav. a bit but realised they were just Armenian heavy cav with weaker charge and a higher upkeep

hope it helps