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Mechanical - Design and Optimization of Energy Systems

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Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering, IIT Madras. For more details on NPTEL visit http://nptel.iitm.ac.in

Self-Study Content
  1. Mod-01 Lec-01 Introduction to Optimization

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  2. Mod-01 Lec-02 System Design and Analysis

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  3. Mod-01 Lec-03 Workable system

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  4. Mod-01 Lec-04 System simulation

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  5. Mod-01 Lec-05 Information flow diagrams

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  6. Mod-01 Lec-06 Successive substitution method

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  7. Mod-01 Lec-07 Successive substitution method contd...

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  8. Mod-01 Lec-08 Successive substitution method and Newton-Raphson method

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  9. Mod-01 Lec-09 Newton-Raphson method contd...

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  10. Mod-01 Lec-10 Convergence characteristics of Newton-Raphson method

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  11. Mod-01 Lec-11 Newton-Raphson method for multiple variables

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  12. Mod-01 Lec-12 Solution of system of linear equations

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  13. Mod-01 Lec-13 Introduction to Curve fitting

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  14. Mod-01 Lec-14 Example for Lagrange interpolation

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  15. Mod-01 Lec-15 Lagrange interpolation contd...

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  16. Mod-01 Lec-16 Best fit

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  17. Mod-01 Lec-17 Least Square Regression

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  18. Mod-01 Lec-18 Least Square Regression contd.....

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  19. Mod-01 Lec-19 Least Square Regression contd.....

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  20. Mod-01 Lec-20 Non-linear Regression (Gauss - Newton Algorithm)

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  21. Mod-01 Lec-21 Optimization- Basic ideas

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  22. Mod-01 Lec-22 Properties of objective function and cardinal ideas in optimization

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  23. Mod-01 Lec-23 Unconstrained optimization

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  24. Mod-01 Lec-24 Constrained optimization problems

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  25. Mod-01 Lec-25 Mathematical proof of the Lagrange multiplier method

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  26. Mod-01 Lec-26 Test for Maxima/ Minima

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  27. Mod-01 Lec-27 Handling in-equality constraints

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  28. Mod-01 Lec-28 Kuhn-Tucker conditions contd...

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  29. Mod-01 Lec-29 Uni-modal function and search methods

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  30. Mod-01 Lec-30 Dichotomous search

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  31. Mod-01 Lec-31 Fibonacci search method

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  32. Mod-01 Lec-32 Reduction ratio of Fibonacci search method

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  33. Mod-01 Lec-33 Introduction to multi-variable optimization

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  34. Mod-01 Lec-34 The Conjugate gradient method

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  35. Mod-01 Lec-35 The Conjugate gradient method contd...

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  36. Mod-01 Lec-36 Linear programming

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  37. Mod-01 Lec-37 Dynamic programming

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  38. Mod-01 Lec-38 Genetic Algorithms

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  39. Mod-01 Lec-39 Genetic Algorithms contd...

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

  40. Mod-01 Lec-40 Simulated Annealing and Summary

    Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering,

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