Mean Field Games and Smart Grids - Distributed Control Solutions for the Future Power Network
Alan Turing Institute via YouTube
Overview
Syllabus
Intro
Motivations
Outline
Energy arbitrage with storage
Modelling: electricity market
Mean Field Game Formulation
Numerical resolution
Cyclic constraints
Implementation
Case study (2)
Model extensions
Thermostatically Controlled Loads
Main Features
Modelling: Individual TCL
Modelling: TCL population
Modelling: Unit Commitment
Summary
Transmission Expansion
Network Representation
Centralized Network Expansion
Game with continuum of players
Objective function
Merchant planning solution
Conclusions
Taught by
Alan Turing Institute