An RC circuit consists of resistors and capacitors. When power is supplied, the capacitor charges up by storing electrical charge on its plates. When power is removed, the capacitor discharges its stored charge through the resistor over time. RC circuits have various applications including as high-pass, low-pass, and band-pass filters that allow certain frequency ranges to pass through while blocking others. They play an important role in electrical signal transmission.