Module 1 |
Introduction and Optimization |
Lecture-1 |
Introduction |
Lecture-2 |
Definitions and types of systems |
Lecture-3 |
Optimization: Functions of a single variable |
Lecture-4 |
Optimization: Functions of multiple variables |
Lecture-5 |
Constrained optimization (1) |
Lecture-6 |
Constrained optimization (2) |
Lecture-7 |
Kuhn-Tucker conditions and Introduction to Linear Programming |
Module 2 |
Linear Programming |
Lecture-8 |
Linear Programming: Graphical method |
Lecture-9 |
Linear Programming: Simplex method (1) |
Lecture-10 |
Linear Programming: Simplex method (2) |
Lecture-11 |
Linear Programming: Multiple solutions |
Lecture-12 |
Linear Programming: Unbounded and infeasible problems |
Lecture-13 |
Linear Programming: Dual problem |
Module 3 |
Dynamic Programming |
Lecture-14 |
Introduction to Dynamic Programming |
Lecture-15 |
Dynamic Programming: Water allocation problem |
Lecture-16 |
Dynamic Programming: Reservoir operation problem |
Lecture-17 |
Dynamic Programming: Capacity expansion and shortest route problems |
Module 4 |
Simulation and Multi-Objective Planning |
Lecture-18 |
Simulation: Introduction to Multi-objective planning |
Lecture-19 |
Multi-objective planning |
Module 5 |
Reservoir Systems – Deterministic inflows |
Lecture-20 |
Reservoir sizing |
Lecture-21 |
Reservoir capacity using Linear Programming (1) |
Lecture-22 |
Reservoir capacity using Linear Programming (2) |
Lecture-23 |
Reservoir operation |
Lecture-24 |
Multi-reservoir systems |
Lecture-25 |
Stationary policy using Dynamic Programming |
Lecture-26 |
Hydropower generation |
Module 6 |
Reservoir Systems – Random inflows |
Lecture-27 |
Basic probability theory (1) |
Lecture-28 |
Basic probability theory (2) |
Lecture-29 |
Chance constrained Linear Programming for reservoir operation and design (1) |
Lecture-30 |
Chance constrained Linear Programming for reservoir operation and design (2) |
Lecture-31 |
Stochastic Dynamic Programming for reservoir operation (1) |
Lecture-32 |
Stochastic Dynamic Programming for reservoir operation (2) |
Lecture-33 |
Stochastic Dynamic Programming for reservoir operation (3) |
Module 7 |
Fuzzy Optimization |
Lecture-34 |
Fuzzy optimization (1) |
Lecture-35 |
Fuzzy optimization (2) |
Lecture-36 |
Fuzzy optimization for water quality control and reservoir operation |
Module 8 |
Model Formulations and Case Studies |
Lecture-37 |
Conjunctive use of ground and surface water |
Lecture-38 |
Hydropower optimization |
Lecture-39 |
Crop yield optimization |
Lecture-40 |
Multi-basin and multi-reservoir systems |