Water Resource Systems: Modeling Techniques and Analysis. Instructor: Prof. P. P. Mujumdar, Department of Civil Engineering, IISc Bangalore.
1083 years, 2 months
39
The course introduces the concepts of systems techniques in water resources planning and management. Topics covered in this course include Systems Techniques in Water Resources: Optimization with methods using calculus; Linear Programming; Dynamic Programming; Simulation; Combination of Simulation and Optimization; Multi-objective 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 Systems; Case Studies; Recent Modeling Tools - Artificial Neural networks, Fuzzy Inference Systems; Fuzzy Linear Programming. (from nptel.ac.in)
Course Currilcum
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- Lecture 01 – Introduction Unlimited
- Lecture 02 – Definitions and Types of Systems Unlimited
- Lecture 03 – Optimization: Functions of a Single Variable Unlimited
- Lecture 04 – Optimization: Functions of Multiple Variables Unlimited
- Lecture 05 – Constrained Optimization Unlimited
- Lecture 06 – Constrained Optimization (cont.) Unlimited
- Lecture 07 – Kuhn-Tucker Conditions and Introduction to Linear Programming Unlimited
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- Lecture 08 – Linear Programming: Graphical Method Unlimited
- Lecture 09 – Linear Programming: Simplex Method Unlimited
- Lecture 10 – Linear Programming: Simplex Method (cont.) Unlimited
- Lecture 11 – Linear Programming: Multiple Solutions Unlimited
- Lecture 12 – Linear Programming: Unbounded and Infeasible Problems Unlimited
- Lecture 13 – Linear Programming: Dual Problem Unlimited
- Lecture 14 – Introduction to Dynamic Programming Unlimited
- Lecture 15 – Dynamic Programming: Water Allocation Problem Unlimited
- Lecture 16 – Dynamic Programming: Reservoir Operation Problem Unlimited
- Lecture 17 – Dynamic Programming: Capacity Expansion and Shortest Route Problems Unlimited
- Lecture 20 – Reservoir Sizing Unlimited
- Lecture 21 – Reservoir Capacity using Linear Programming Unlimited
- Lecture 22 – Reservoir Capacity using Linear Programming (cont.) Unlimited
- Lecture 23 – Reservoir Operation Unlimited
- Lecture 24 – Multi-Reservoir Systems Unlimited
- Lecture 25 – Stationary Policy using Dynamic Programming Unlimited
- Lecture 26 – Hydropower Generation Unlimited
- Lecture 35 – Fuzzy Optimization (cont.) Unlimited
- Lecture 36 – Fuzzy Optimization for Water Quality Control and Reservoir Operation Unlimited
