
Reply To: Feedstock and its potential
I think that Artificial Intelligence (AI) holds transformative potential for advancing anaerobic digestion by pinpointing the optimal mix of process variables to maximize biogas production. But, its true power lies not in generic modeling but in capturing the unique biochemical dynamics of each plant. Anaerobic digestion is more than a statistical system—it’s a living, adaptive process driven by complex interactions among substrates, microbial communities, and operational parameters. As such, models must be meticulously crafted, grounded in a deep understanding of biochemical mechanisms and powered by high-quality, plant-specific historical data.
At GazEoL, we recognize and embrace the inherent complexities of anaerobic digestion, which has guided the development of a dynamic AI framework that thoughtfully combines advanced machine learning with deep scientific insight.
Informed by our contributions to peer-reviewed research, our approach enables us to generate nuanced, reliable predictions—carefully adapted to the specific conditions and character of each biogas facility.