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Course10510813040 lectures

Water Resources Systems : Modeling Techniques and Analysis

Prof. P.P. Mujumdar · IISc Bangalore

Start with lecture 1 At NPTEL

Lectures

Introduction and Optimization

  1. Introduction Video
  2. Definitions and types of systems Video
  3. Optimization: Functions of a single variable Video
  4. Optimization: Functions of multiple variables Video
  5. Constrained optimization (1) Video
  6. Constrained optimization (2) Video
  7. Kuhn-Tucker conditions and Introduction to Linear Programming Video

Linear Programming

  1. Linear Programming: Graphical method Video
  2. Linear Programming: Simplex method (1) Video
  3. Linear Programming: Simplex method (2) Video
  4. Linear Programming: Multiple solutions Video
  5. Linear Programming: Unbounded and infeasible problems Video
  6. Linear Programming: Dual problem Video

Dynamic Programming

  1. Introduction to Dynamic Programming Video
  2. Dynamic Programming: Water allocation problem Video
  3. Dynamic Programming: Reservoir operation problem Video
  4. Dynamic Programming: Capacity expansion and shortest route problems Video

Simulation and Multi-Objective Planning

  1. Simulation: Introduction to Multi-objective planning Video
  2. Multi-objective planning Video

Reservoir Systems – Deterministic inflows

  1. Reservoir sizing Video
  2. Reservoir capacity using Linear Programming (1) Video
  3. Reservoir capacity using Linear Programming (2) Video
  4. Reservoir operation Video
  5. Multi-reservoir systems Video
  6. Stationary policy using Dynamic Programming Video
  7. Hydropower generation Video

Reservoir Systems – Random inflows

  1. Basic probability theory (1) Video
  2. Basic probability theory (2) Video
  3. Chance constrained Linear Programming for reservoir operation and design (1) Video
  4. Chance constrained Linear Programming for reservoir operation and design (2) Video
  5. Stochastic Dynamic Programming for reservoir operation (1) Video
  6. Stochastic Dynamic Programming for reservoir operation (2) Video
  7. Stochastic Dynamic Programming for reservoir operation (3) Video

Fuzzy Optimization

  1. Fuzzy optimization (1) Video
  2. Fuzzy optimization (2) Video
  3. Fuzzy optimization for water quality control and reservoir operation Video

Model Formulations and Case Studies

  1. Conjunctive use of ground and surface water Video
  2. Hydropower optimization Video
  3. Crop yield optimization Video
  4. Multi-basin and multi-reservoir systems Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IISc Bangalore
Department
Civil Engineering
Teacher
Prof. P.P. Mujumdar
Level
Undergraduate
Language
English
Subjects
Engineering
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
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