Supernova cosmology involves the study of distant supernovae to understand the expansion rate of the universe, leading to the discovery of dark energy and the accelerated expansion of the universe. Type Ia supernovae serve as 'standard candles' due to their consistent peak luminosity, allowing astronomers to measure cosmic distances accurately.