When do you discard them? Were they internally pipped when you open them or still snuggled inside the membrane? Are the yolks absorbed? Are all eggs not hatching or just a few? What kind of incubator are you using? What temps/humidity are you running them at for incubation and hatch times?
I would double check your thermometer and hygrometer to ensure they are reading accurately to start.