Scaling up machine learning-based chemical plant simulation: A method for fine-tuning a model to induce stable fixed points

Malte Esders, Gimmy Alex Fernandez Ramirez, Michael Gastegger +1

Idealized first-principles models of chemical plants can be inaccurate. An alternative is to fit a Machine Learning (ML) model directly to plant sensor data. We use a structured ap…