Water Resources Systems : Modeling Techniques and Analysis NPTEL
Online Free Online Course by
World Mentoring Academy
Online
/ Free Online Course
Details
The course introduces the concepts of systems techniques in water resources planning and management. Concepts of Systems and Systems Analysis; Systems Techniques in Water Resources : Optimization with methods using calculus; Linear Programming; Dynamic
Programming; Simulation; Combination of Simulation and Optimzation; Mutli-objective Planning. Economic Considerations in Water Resources Planning; Reservoir Systems – Deterministic Inflow : Reservoir Sizing; Reservoir Operation – standard operating policy,
optimal operating policy; multi-reservoir systems; Reservoir Systems – Random Inflow : Chance Constrained Linear Programming; Concept of Reliability; Stochastic Dynamic Programming; Applications – Reservoir systems operated for Irrigation, Hydropower, Flood
Control and Municipal and Industrial Supplies; Water Quality Control in River Stystems; Case Studies; Recent Modeling Tools – Artificial Neural networks, Fuzzy Inference Systems; Fuzzy Linear Programming;
Resources: OpenCourseware from NPTEL (India), Sheridan College, MIT, UC Berkeley, Stanford & many other of the World's finest University's.
Language: English
Professors: Michael Williams
Units: 41
Lesson content
- Mod-01 Lec-01 Introduction
- Mod-01 Lec-02 Definitions and types of systems
- Mod-01 Lec-03 Optimization-Functions of a single variable
- Mod-01 Lec-04 Optimization-Functions of a multiple variable
- Mod-01 Lec-05 Optimization-Constrained optimization (1)
- Mod-01 Lec-06 Optimization-Constrained optimization (2)
- Mod-01 Lec-07 Optimization-Kuhn-Tucker conditions and Introduction to Linear Programming
- Mod-02 Lec-08 Linear Programming-Graphical method
- Mod-02 Lec-09 Linear Programming-Simplex method (1)
- Mod-02 Lec-10 Linear Programming-Simplex method (2)
- Mod-02 Lec-11 Linear Programming-Multiple solutions
- Mod-02 Lec-12 Linear Programming-Unbounded and infeasible problems
- Mod-02 Lec-13 Linear Programming-Dual problem
- Mod-03 Lec-14 Introduction to Dynamic Programming
- Mod-03 Lec-15 Dynamic Programming-water allocation problem
- Mod-03 Lec-16 Dynamic Programming-reservoir operation problem
- Mod-03 Lec-16 Dynamic Programming-reservoir operation problem
- Mod-03 Lec-17 Dynamic Programming-capacity expansion and shortest route problems
- Mod-04 Lec-18 Simulation and Introduction to Multi-objective planning
- Mod-04 Lec-19 Multi-objective planning
- Mod-05 Lec-20 Reservoir sizing
- Mod-05 Lec-21 Reservoir capacity using Linear Programming (1)
- Mod-05 Lec-22 Reservoir capacity using Linear Programming (2)
- Mod-05 Lec-23 Reservoir operation
- Mod-05 Lec-24 Multi-reservoir systems
- Mod-05 Lec-25 Stationary policy using Dynamic Programming
- Mod-05 Lec-26 Hydro power generation
- Mod-06 Lec-27 Basic probability theory (1)
- Mod-06 Lec-28 Basic probability theory (2)
- Mod-06 Lec-29 Chance constrained Linear Programming for reservoir operation and design (1)
- Mod-06 Lec-30 Chance constrained Linear Programming for reservoir operation and design (2)
- Mod-06 Lec-31 Stochastic Dynamic Programming for reservoir operation (1)
- Mod-06 Lec-32 Stochastic Dynamic Programming for reservoir operation (2)
- Mod-06 Lec-33 Stochastic Dynamic Programming for reservoir operation (3)
- Mod-07 Lec-34 Fuzzy optimization (1)
- Mod-07 Lec-35 Fuzzy optimization (2)
- Mod-07 Lec-36 Fuzzy optimization for water quality control and reservoir operation
- Mod-08 Lec-37 Conjunctive use of ground and surface water
- Mod-08 Lec-38 Hydropower optimization
- Mod-08 Lec-39 Crop yield optimization
- Mod-08 Lec-40 Multi-basin and multi-reservoir systems
Reviews
Be the first to write a review about this event.
Write a Review
World Mentoring Academy is offering FREE Open Courseware. Setup a free user account & select courses with video lectures, Syllabus, Free textbooks when avail., assignments/homework, testing from MIT, Harvard, UC Berkeley, Stanford, U of Mich, Yale along with many of the World's finest University's (700+courses/24-48+ Lectures)
Related Courses
World Mentoring Academy
World Mentoring Academy
World Mentoring Academy
World Mentoring Academy
