ESL372: Difference between revisions
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| credit_structure = 3-0-0 | | credit_structure = 3-0-0 | ||
| pre_requisites = | | pre_requisites = | ||
| overlaps = Some overlap with ELL784, COL303, COL770, | | overlaps = Some overlap with [[ELL784]], [[COL303]], [[COL770]], | ||
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== ESL372 : Intelligent Techniques for Energy System Analysis == | == ESL372 : Intelligent Techniques for Energy System Analysis == | ||
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. | [[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. | ||
Latest revision as of 16:33, 14 April 2026
| 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
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.