Reinforcement Learning for Energy Storage Arbitrage in the Day-Ahead and Real-Time Markets with Accurate Li-Ion Battery Dynamics Model
Decarbonizing power systems will require introducing renewable sources to the energy supply mix. Intermittent sources in the supply mix, however, make balancing energy supply and demand more challenging. Energy storage systems can be used to balance supply and demand by storing energy when renewable...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2022
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| Online Access: | https://hdl.handle.net/1721.1/139292 |