Enhanced Representations of Lithium-Ion Batteries in Power Systems Models and Their Effect on the Valuation of Energy Arbitrage Applications
We develop three novel enhanced mixed integer-linear representations of the power limit of the battery and its efficiency as a function of the charge and discharge power and the state of charge of the battery, which can be directly implemented in large-scale power systems models and solved with commercial solvers. Using these representations, we conduct a techno-economic analysis of the performance of a 10MWh lithium-ion battery system testing the effect of a 5-min vs. a 60-min period price signal on profits using real time prices from a selected node in the MISO electricity market. Results show that models of lithium-ion batteries where the power limits and efficiency are held constant overestimate profits by 10% compared to those obtained from an enhanced representation that closely matches the real behavior of the battery. When the battery system is exposed to a 5-min price signal, the profitability from energy arbitrage improves by 60% compared to that from hourly price exposure. These results indicate that a more accurate representation of li-ion batteries as well as the market rules that govern the frequency of electricity prices can play a major role on the estimation of the value of battery technologies for power grid applications
Year of publication: |
2016
|
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Authors: | Sakti, Apurba |
Other Persons: | Gallagher, Kevin (contributor) ; Sepulveda, Nestor (contributor) ; Uckun, Canan (contributor) ; Vergara, Claudio (contributor) ; de Sisternes, Fernando (contributor) ; Dees, Dennis (contributor) ; Botterud, Audun (contributor) |
Publisher: |
[2016]: [S.l.] : SSRN |
Saved in:
freely available
Extent: | 1 Online-Ressource (22 p) |
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Type of publication: | Book / Working Paper |
Language: | English |
Notes: | Nach Informationen von SSRN wurde die ursprüngliche Fassung des Dokuments November 12, 2016 erstellt |
Other identifiers: | 10.2139/ssrn.2868414 [DOI] |
Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10012979430
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