Check out this news article about a heat pump water heater study in the Pacific Northwest aimed at decarbonization and creating efficient energy systems. “This approach makes HPWHs significantly more energy efficient than traditional units. Considering that water heating accounts for about one-seventh of the electricity use in a home, improved efficiency translates to significant energy and cost savings, as well as potential environmental benefits.”