Does an increase in Capacitance mean a decrease in voltage?
If the charge on the capacitor doesn't change the voltage will decrease. (V = Q/C). If it does change it depends on the circuit and what you do to it.
Even adding that they are in series isn't enough information.
You could mean:
The safe working voltage
The voltage drop through them
The voltage between the ends and ground
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