Techno-Economic Optimisation of Wind Curtailment Utilisation with Battery Storage Dispatch to Electricity and EV Charging Markets

This research examined whether battery energy storage could economically utilise event-conditioned curtailed wind energy by optimally allocating stored electricity between wholesale grid export and EV charging. The analysis focused on a 43.2 MW onshore wind farm in Central Greece. Expected non-curtailed generation was estimated from ERA5 100 m wind data and the Vestas V117 power curve, calibrated against measured non-event production, and compared with measured output during IPTO-reported curtailment-event hours. The estimated recoverable curtailed energy was treated as the sole BESS charging source, and three scenarios were evaluated: grid-only discharge, EV-only discharge, and joint grid-plus-EV allocation. The dispatch and sizing problem was formulated as an MILP-based, NPV-oriented optimisation including an explicit no-investment alternative and was assessed over a 20-year FCFE horizon using Monte Carlo simulation and sensitivity analyses. The calibrated model reduced holdout nRMSE from 21.92% to 17.83% and mean bias from −4.309 to 0.117 MWh. Under the base scenario, 1537 event hours yielded positive estimated curtailment, corresponding to 10.26 GWh. The no-investment option was the global NPV-maximising solution in all baseline scenarios. The best non-zero BESS Pmax/Emax was 0.25 MW/0.5 MWh, with expected NPVs of −332.6 k€, −356.3 k€, and −321.0 k€ for grid-only, EV-only, and grid-plus-EV operation, respectively. EV-premium breakeven required 1207.5 €/MWh for EV-only and 1186.4 €/MWh for grid-plus-EV operation. The results show that market diversification improves curtailed-energy utilisation, but curtailed-energy-only BESS investment remains financially unattractive under the observed conditions.

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Publication Details

Journal
Energies
Published
2026-07-30
DOI
https://doi.org/10.3390/en19153584
Primary Topic
Electric Vehicles and Infrastructure
Type
article
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article

Techno-Economic Optimisation of Wind Curtailment Utilisation with Battery Storage Dispatch to Electricity and EV Charging Markets

Dimitrios Apostolou, Emmanouil Gryparis
Energies
Electric Vehicles and Infrastructure
article

Techno-Economic Optimisation of Wind Curtailment Utilisation with Battery Storage Dispatch to Electricity and EV Charging Markets

Dimitrios Apostolou, Emmanouil Gryparis
article en

Abstract

This research examined whether battery energy storage could economically utilise event-conditioned curtailed wind energy by optimally allocating stored electricity between wholesale grid export and EV charging. The analysis focused on a 43.2 MW onshore wind farm in Central Greece. Expected non-curtailed generation was estimated from ERA5 100 m wind data and the Vestas V117 power curve, calibrated against measured non-event production, and compared with measured output during IPTO-reported curtailment-event hours. The estimated recoverable curtailed energy was treated as the sole BESS charging source, and three scenarios were evaluated: grid-only discharge, EV-only discharge, and joint grid-plus-EV allocation. The dispatch and sizing problem was formulated as an MILP-based, NPV-oriented optimisation including an explicit no-investment alternative and was assessed over a 20-year FCFE horizon using Monte Carlo simulation and sensitivity analyses. The calibrated model reduced holdout nRMSE from 21.92% to 17.83% and mean bias from −4.309 to 0.117 MWh. Under the base scenario, 1537 event hours yielded positive estimated curtailment, corresponding to 10.26 GWh. The no-investment option was the global NPV-maximising solution in all baseline scenarios. The best non-zero BESS Pmax/Emax was 0.25 MW/0.5 MWh, with expected NPVs of −332.6 k€, −356.3 k€, and −321.0 k€ for grid-only, EV-only, and grid-plus-EV operation, respectively. EV-premium breakeven required 1207.5 €/MWh for EV-only and 1186.4 €/MWh for grid-plus-EV operation. The results show that market diversification improves curtailed-energy utilisation, but curtailed-energy-only BESS investment remains financially unattractive under the observed conditions.

EnergiesVol. 19(15)
University of Peloponnese (GR), University of West Attica (GR)
Affordable and clean energy
Openalex Percentile: Top 16%
Electric Vehicles and Infrastructure
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