Why different battery voltage does not affect LED light-up time?
The voltage is canceled out, because you compare the voltage of a voltage devider (R=1MOhm, C) with the voltage of a second voltage devider (the three resistors over each other).
If you change the voltage, then both levels change simultaneously.