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