Water Resources Systems : Modeling Techniques

Total Lectures

40

Introduction

Lectures

Introduction
Definitions and types of systems
Optimization: Functions of a single variable
Optimization: Functions of multiple variables
Constrained optimization (1)
Constrained optimization (2)
Kuhn-Tucker conditions and Introduction to Linear Programming
Linear Programming: Graphical method
Linear Programming: Simplex method (1)
Linear Programming: Simplex method (2)
Linear Programming: Multiple solutions
Linear Programming: Unbounded and infeasible problems
Linear Programming: Dual problem
Introduction to Dynamic Programming
Dynamic Programming: Water allocation problem
Dynamic Programming: Reservoir operation problem
Dynamic Programming: Capacity expansion and shortest route problems
Simulation: Introduction to Multi-objective planning
Multi-objective planning
Reservoir sizing
Reservoir capacity using Linear Programming (1)
Reservoir capacity using Linear Programming (2)
Reservoir operation
Multi-reservoir systems
Stationary policy using Dynamic Programming
Hydropower generation
Basic probability theory (1)
Basic probability theory (2)
Chance constrained Linear Programming for reservoir operation and design (1)
Chance constrained Linear Programming for reservoir operation and design (2)
Stochastic Dynamic Programming for reservoir operation (1)
Stochastic Dynamic Programming for reservoir operation (2)
Stochastic Dynamic Programming for reservoir operation (3)
Fuzzy optimization (1)
Mod-07 Lec-35 Fuzzy optimization (2)
Fuzzy optimization for water quality control and reservoir operation
Conjunctive use of ground and surface water
Hydropower optimization
Crop yield optimization
Multi-basin and multi-reservoir systems
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