No transformer needed. The 3 Volt Lithium watch style battery can replaced (#HW2300) and each will last up to 80 hours. Plan them for a spot you can easily reach to flip the switch on and off.
LED Dollhouse Lights
Vendor: Handley House MiniaturesModel: HW2360
Vendor: Aztec MiniaturesModel: HW2336