Assessment of energy storage systems as a reserve provider in stochastic network constrained unit commitment

Habibi, M. and Vahidinasab, V. and Aghaei, J. and Mohammadi-Ivatloo, B. (2021) Assessment of energy storage systems as a reserve provider in stochastic network constrained unit commitment. IET Smart Grid, 4 (2). pp. 139-150. ISSN 2515-2947 (https://doi.org/10.1049/stg2.12012)

[thumbnail of Habibi-etal-IETSG-2021-Assessment-of-energy-storage-systems-as-a-reserve-provider-in-stochastic-network]
Preview
 Text. Filename: Habibi_etal_IETSG_2021_Assessment_of_energy_storage_systems_as_a_reserve_provider_in_stochastic_network.pdf
Final Published Version
License: Creative Commons Attribution 4.0 logo
Download (1MB)| Preview

Abstract

Recently, the provision of the reserve from energy storage systems (ESSs) is introduced as a source for ancillary services to address the uncertainties of renewable power generations. The performance of ESSs is analysed while they are applied as a provider of regulation reserves. It has been revealed that previous stochastic models neglect the impact of corrective dispatches, related to the provision of regulation reserves, on the energy level stored in the ESSs, which can lead to large deviations. This study coordinates the stored energy of ESSs to be feasible regarding the dispatches in the base schedule and rescheduling within scenarios. Also, the wind speed fluctuations are considered as the source of uncertainty, and scenarios of wind energy are generated using the Weibull distribution function. The IEEE 24-Bus standard test system is applied for the examination of the proposed model. The results show that the proposed model can manage the performance of ESSs in rescheduling within scenarios, while the coordinated reserve provision of ESSs can remove the concerns about insufficient stored energy of ESSs.

CORE (COnnecting REpositories)