Filtering in power supplies refers to the process of removing unwanted fluctuations and noise from electrical signals to provide a stable and clean DC output voltage. This is essential for ensuring that electronic devices operate smoothly without interference from voltage spikes or ripple, which can cause malfunction. Capacitors play a crucial role in this filtering process by storing charge and releasing it as needed, effectively smoothing out the voltage variations.