Do the solar panels store energy?

No, the solar panel will charge rechargeable batteries or you can connect it directly to power a 12V appliance. You can run any battery operated device with the battery once it has been charged. You can also power your conventional household AC appliances with a solar electric system and an inverter. Our Solar Electric Design Guide explains this method in detail with handy load usage sizing charts.