Bohdan Rusyn

Adaptive Digital Twin with LSTM-Based Forecasting and Model Predictive Control for Biogas Production Optimization

The increasing complexity of anaerobic digestion processes, characterized by nonlinear biochemical interactions, delayed dynamics, and sensitivity to feedstock variability, necessitates the development of advanced control and prediction systems. This study proposes an adaptive digital twin framework that integrates a p...