The generation of biogas through anaerobic digestion relies heavily on the efficient activity of specialized microbial communities. Selecting these microbes to optimize biogas yield is a crucial aspect of sustainable energy advancement. Strategies such as adjusting environmental parameters, introducing pre-adapted microbial consortia, and monitorin