Mean Field Games and Smart Grids - Distributed Control Solutions for the Future Power Network

Mean Field Games and Smart Grids - Distributed Control Solutions for the Future Power Network

Alan Turing Institute via YouTube Direct link

Intro

1 of 24

1 of 24

Intro

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Mean Field Games and Smart Grids - Distributed Control Solutions for the Future Power Network

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  1. 1 Intro
  2. 2 Motivations
  3. 3 Outline
  4. 4 Energy arbitrage with storage
  5. 5 Modelling: electricity market
  6. 6 Mean Field Game Formulation
  7. 7 Numerical resolution
  8. 8 Cyclic constraints
  9. 9 Implementation
  10. 10 Case study (2)
  11. 11 Model extensions
  12. 12 Thermostatically Controlled Loads
  13. 13 Main Features
  14. 14 Modelling: Individual TCL
  15. 15 Modelling: TCL population
  16. 16 Modelling: Unit Commitment
  17. 17 Summary
  18. 18 Transmission Expansion
  19. 19 Network Representation
  20. 20 Centralized Network Expansion
  21. 21 Game with continuum of players
  22. 22 Objective function
  23. 23 Merchant planning solution
  24. 24 Conclusions

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