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Improving the on-line control of energy storage via forecast error metric customization

Abdulla, Khalid; Steer, Kent; Wirth, Andrew; Halgamuge, Saman


The economical operation of many distributed energy assets relies on effective on-line control, which in turn often requires forecasts to be made. To produce and evaluate forecasts, the error metric by which one measures forecast accuracy must be selected. A new method is presented which customizes a forecast error metric to a given on-line control problem instance, in order to improve the controller's performance. This method is applied to the real-time operation of a battery with the...[Show more]

CollectionsANU Research Publications
Date published: 2016-11
Type: Journal article
Source: Journal of Energy Storage
DOI: 10.1016/j.est.2016.09.005
Access Rights: Open Access


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