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