Jalal Kazempour - PhD: Advanced Optimization and Game Theory for Energy Systems

PhD Course

Advanced Optimization and Game Theory for Energy Systems

PhD-level course (2016-2023), with video recordings available from 2021 during Covid-19 pandemic.

Course description: [ link ]

Course introduction [ slides | video ]

Lecture 1: Market clearing as an optimization problem [ slides | video ]

Lecture 2: Market clearing as an equilibrium problem [ slides | video ]

Lecture 3: Desirable properties of market-clearing mechanisms [ slides | video ]

Lecture 4: Market clearing using a cooperative game approach [ slides | video ]

Lecture 5: Stochastic market clearing [ slides | video ]

Lecture 6: Robust approaches for market clearing [ slides | video ]

Lecture 7: Bilevel programming in energy systems [ slides | video ]

Lecture 8: Optimization problems with decomposable structure [ slides | video ]

Lecture 9: Benders’ decomposition: Theory [ slides | video ]

Lecture 10a: Benders' decomposition: Applications [ slides | video ]

Lecture 10b: Nested Benders’ decomposition [ slides | video ]

Lecture 11: Augmented Lagrangian relaxation [ slides | video ]

Google Sites

Report abuse