It depends on your location and electrical usage. If your panels cover the amount of power required, then you won't owe anything.
Property taxes are determined on the value of the home. Solar panels add value to your home and so there is a slight increase.
After you make the investment you can save up to 100% of your Electricity bill, You get a 30% tax credit, and increased property value.