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Design and Optimization of Energy systems
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Design and Optimization of Energy systems
by Prof. C. Balaj

The optimization of energy systems is of crucial importance for a rational use of natural and  economic resources and for minimizing their adverse effects on the environment. Optimizing  such systems may be considered at three levels: synthesis (configuration), design …...

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About This Course

The optimization of energy systems is of crucial importance for a rational use of natural and  economic resources and for minimizing their adverse effects on the environment. Optimizing  such systems may be considered at three levels: synthesis (configuration), design …...

Course Curriculum
1 Sections | 40 Lecture | 31h 32min total length
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Design and Optimization of Energy systems

Design and Optimization of Energy systems

| 31h 32min total length
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    Introduction to Optimization

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    System Design and Analysis

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    Workable system

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    System simulation

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    Information flow diagrams

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    Successive substitution method

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    Successive substitution method contd...

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    Successive substitution method and Newton-Raphson method

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    Newton-Raphson method contd...

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    Convergence characteristics of Newton-Raphson method

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    Newton-Raphson method for multiple variables

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    Solution of system of linear equations

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    Introduction to Curve fitting

    46m <?php echo $alt; ?>
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    Example for Lagrange interpolation

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    Lagrange interpolation contd...

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    Best fit

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    Least Square Regression

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    Least Square Regression contd.....

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    Least Square Regression contd.....

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    Non-linear Regression (Gauss - Newton Algorithm)

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    Optimization- Basic ideas

    49m <?php echo $alt; ?>
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    Properties of objective function and cardinal ideas in optimization

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    Unconstrained optimization

    29m <?php echo $alt; ?>
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    Constrained optimization problems

    44m <?php echo $alt; ?>
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    Mathematical proof of the Lagrange multiplier method

    45m <?php echo $alt; ?>
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    Test for Maxima/ Minima

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    Handling in-equality constraints

    39m <?php echo $alt; ?>
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    Kuhn-Tucker conditions contd...

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    Uni-modal function and search methods

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    Dichotomous search

    49m <?php echo $alt; ?>
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    Fibonacci search method

    54m <?php echo $alt; ?>
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    Reduction ratio of Fibonacci search method

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    Introduction to multi-variable optimization

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    The Conjugate gradient method

    42m <?php echo $alt; ?>
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    The Conjugate gradient method contd.........

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    Linear programming

    52m <?php echo $alt; ?>
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    Dynamic programming

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    Genetic Algorithms

    54m <?php echo $alt; ?>
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    Genetic Algorithms contd...

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    Simulated Annealing and Summary

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