A contribution to chemical process operation support: new machine learning and surrogate models based approaches for process optimization, supervision and control 

Shokry Abdelaleem Taha Zied, Ahmed (Date of defense: 2021-05-05)

In the chemical process industry, the decision-making hierarchy is inherently model-based. The scale and complexity of the considered models (e.g., enterprise, plant or unit model) depend on the decision-making level (e.g., ...