Lecture 1: Market clearing as an optimization problem

Course: Advanced Optimization and Game Theory for Energy Systems

This is an online intense PhD-level course that took place during the first 3 weeks of January 2021 with 120 students from all over the world.

Lecturer: Jalal Kazempour (Technical University of Denmark, DTU)

Slides are available at: https://www.jalalkazempour.com/teaching
Course description: https://kurser.dtu.dk/course/46925

Course content (all video lectures are available in this channel):
Course introduction
Lecture 1: Market clearing as an optimization problem
Lecture 2: Market clearing as an equilibrium problem
Lecture 3: Desirable properties of market-clearing mechanisms
Lecture 4: Market clearing using a cooperative game approach
Lecture 5: Stochastic market clearing
Lecture 6: Robust approaches for market clearing
Lecture 7: Bilevel programming in energy systems
Lecture 8: Optimization problems with decomposable structure
Lecture 9: Benders’ decomposition: Theory
Lecture 10a: Benders’ decomposition: Applications
Lecture 10b: Nested Benders’ decomposition
Lecture 11: Augmented Lagrangian relaxation
Lecture 12: Variants of ADMM and applications