⚗️Artificial Intelligence in Chemical Engineering

Engineering · 11 units · free, no membership
1 Introduction to Artificial Intelligence in Chemical Engineering: Roles, Boundaries, Validation, Safety-Critical Responsibility and Ethics
2 Process Design and Flowchart: Artificial Intelligence Support in Conceptual Design
3 Process Simulation Interpretation: Making Sense of Aspen and DWSIM Outputs
4 Reaction and Kinetic Modeling: Reaction Pathways and Rate Prediction
5 Material and Property Prediction: Thermophysical Properties and Material Selection
6 Process Optimization: Balance of Energy, Efficiency and Cost
7 Quality and Process Control Data: SPC, Anomaly and Sensor Data
8 Safety and HAZOP Documentation: Hazard Analysis Draft and Risk Assessment
9 Standards and Regulatory Research: Verification and Compliance
10 Chemical Engineering with Python: Data Analysis and Modeling Automation
11 End-to-End Workflow, Governance, Authentication and Responsible Use
All trainings Start from unit 1