Unlocking the Flexibility of District Heating Pipeline Energy Storage with Reinforcement Learning

Unlocking the Flexibility of District Heating Pipeline Energy Storage with Reinforcement Learning

Stepanovic, K. (TU Delft Algorithmics)
Wu, J. (Flex Technologies)
Everhardt, Rob (Flex Technologies)
de Weerdt, M.M. (TU Delft Algorithmics)

2022

4th generation district heating;
combined heat and power economic dispatch
Markov decision process
Q-learning
pipeline energy storage
mixed-integer nonlinear program

http://resolver.tudelft.nl/uuid:22759e9a-510e-44c1-8ec8-d2bb8ae5c37b

34th Benelux Conference on Artificial Intelligence (BNAIC) and the 30th Belgian Dutch Conference on Machine Learning (Benelearn), 2022-11-07 → 2022-11-09, Mechelen, Belgium

Institutional Repository

abstract

© 2022 K. Stepanovic, J. Wu, Rob Everhardt, M.M. de Weerdt