Credits: 3 (3-0-0)
Overlaps with: Some overlap with ELL784, COL303, COL770, ELL789
Description
Basic probability theory, probability density functions, types of distribution, uncertainty analysis, expert systems, regression methods, classification methods, descriptive data analysis, artificial neural networks, anomaly/outlier detection, soft computing methods, IoT. information flow diagrams, Lagrange multipliers, Search methods, Dynamic programming, Geometric programming, Linear programming, modeling of energy systems, Steady-state simulation and dynamic behavior analysis of large energy systems like heat exchangers, power plants, components optimization for maximum efficiency, energy system optimization.