In 2019, scientists reviewed information about turning leftover material from making biofuels and trash into energy. They looked at different sources like plants, biodiesel, and bioethanol. From their study, they found ways to make hydrogen, biohydrogen, and energy from leftover biofuels. They also learned about using microalgae and wood-like materials for energy.