ESL372
| ESL372 | |
|---|---|
| Intelligent Techniques for Energy System Analysis | |
| Credits | 3 |
| Structure | 3-0-0 |
| Pre-requisites | |
| Overlaps | Some overlap with ELL784, COL303, COL770, |
ESL372 : Intelligent Techniques for Energy System Analysis
[edit]ELL789 Basic probability theory, probability density functions, types of distribution, uncertainty analysis, expert systems, regression Courses of Study 2024-2025 Energy Science and Engineering 198methods, 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.