What happens if increase voltage in parallel circuit?

If you keep all of them in series, then each component in your circuit will have

more voltage across it and more current through it, and will dissipate more

power (heat).

If you keep all of the batteries in parallel, then they must all be rated for the

same voltage. Nothing about the circuit's performance will change, but it'll be

able to operate longer before the batteries die.