Impact of Uncertainty on Energy Storage Operation Decisions: Motivation and Framework

Conference · Sun Dec 19 23:00:00 EST 2021

DOI:https://doi.org/10.1109/PESGM46819.2021.9638123· OSTI ID:1855413

Hanif, Sarmad ^[1]; Fotedar, Vanshika ^[1]; Crawford, Aladsair J. ^[1]; Alam, Md Jan E. ^[1]

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1. BATTELLE (PACIFIC NW LAB)

Energy Storage Systems (ESSs) are gaining great attention, as they can help operate grid power grids more reliably. The ESS acquisition and operation is motivated by the economics revolving around its provided services and revenue streams. These economics are greatly impacted by uncertainties in predicting the parameters which influence the ESS operation. The main goal of this paper is in addressing these uncertainties. We organize sources of uncertainties which directly impact the value-driven operation of the ESS and propose a framework which combines the uncertain requirements from processes both internal and external to ESS.

• Research Organization: Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
• Sponsoring Organization: USDOE
• DOE Contract Number: AC05-76RL01830
• OSTI ID: 1855413
• Report Number(s): PNNL-SA-157661
• Country of Publication: United States
• Language: English