Abstract
Typically, stochastic energy system studies have focused solely on the day-ahead horizon of 36 hours ahead of time, while studies about hydro-thermal scheduling and expansion planning often neglect VRE uncertainty entirely. In this work, the potential benefits of extending the horizon of VRE forecasts on the operation of hydro-dominated power systems was studied using a future Nordic system case study. 15-day ensemble weather forecasts were processed into realistic VRE forecasts up to 348 hours ahead of time, and their impacts on power system operations were simulated using stochastic unit commitment and economic dispatch optimisation. Increasing the length of the modelled forecast horizon reduced the total yearly operational costs of the system by 0.18–0.41%, as well as the spillage of run-of-river hydropower and the curtailment of wind power by 0.42–0.47 and 0.05–0.07% points respectively.
| Original language | English |
|---|---|
| Article number | 116668 |
| Number of pages | 33 |
| Journal | Energy |
| Volume | 192 |
| DOIs | |
| Publication status | Published - 1 Feb 2020 |
| MoE publication type | A1 Journal article-refereed |
Funding
This study was supported by the Academy of Finland project “Improving the value of variable and uncertain power generation in energy systems (VaGe)” (grant number 284973), which is part of the New Energy programme; as well as by the Strategic Research Council at the Academy of Finland, project “Transition to a resource efficient and climate neutral electricity system (EL-TRAN)” (grant number 314319).
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- Unit commitment
- Economic dispatch
- Hydro-thermal scheduling
- stochastic programming
- Energy forecasting
Fingerprint
Dive into the research topics of 'Impact of 15-day energy forecasts on the hydro-thermal scheduling of a future Nordic power system'. Together they form a unique fingerprint.Research output
- 16 Citations
- 1 Software
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Backbone
Kiviluoma, J. (Developer), Rinne, E. (Developer), Rasku, T. (Developer), Helistö, N. (Developer), Kirchem, D. (Developer), Li, R. (Developer), O'Dwyer, C. (Developer), Ikäheimo, J. (Developer), Harrison, E. (Developer) & Lindroos, T. J. (Developer), 2019Research output: Non-textual form › Software › Scientific
Projects
- 2 Finished
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EL-TRAN: Transition to a Resource Efficient and Climate Neutral Electricity System
Rinne, E. (Participant), Kiviluoma, J. (Manager), Helistö, N. (Participant), Holttinen, H. (Participant) & Pursiheimo, E. (Participant)
1/05/15 → 30/04/21
Project: Research Council of Finland
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VaGe: Improving the value of variable and uncertain power generation in energy systems
Rinne, E. (Participant), Kiviluoma, J. (Participant), Holttinen, H. (PI), Miettinen, J. J. (Participant), Helistö, N. (Participant) & Reittu, H. (Participant)
1/01/15 → 31/12/18
Project: Research Council of Finland
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