Mathematical Modeling and Simulation


Investigation of mathematical models based on procedures containing mathematical, logical, and heuristic methods that are developed in order to represent as reliably as possible various process plants

Process design
Mathematical modeling
Tools used for Mathematical Modeling
Mathematical models in process design
Simulation programs in process design
Aspen Plus
Aspen Plus
Midterm Exam Week
Machine Learning
Use of mathematical models in machine learning
Artificial neural networks
Genetic Algorithm
Fuzzy Logic
Adaptive Neuro-Fuzzy Inference Systems
Final Exam and Project Presentation