LAPSE:2023.7532
Published Article
LAPSE:2023.7532
Impact of PV/Wind Forecast Accuracy and National Transmission Grid Reinforcement on the Italian Electric System
Marco Pierro, Fabio Romano Liolli, Damiano Gentili, Marcello Petitta, Richard Perez, David Moser, Cristina Cornaro
February 24, 2023
Abstract
The high share of PV energy requires greater system flexibility to address the increased demand/supply imbalance induced by the inherent intermittency and variability of the solar resource. In this work, we have developed a methodology to evaluate the margins for imbalance reduction and flexibility that can be achieved by advanced solar/wind forecasting and by strengthening the national transmission grid connecting the Italian market areas. To this end, for the forecasting of the day-ahead supply that should be provided by dispatchable generators, we developed three advanced load/PV/wind forecasting methodologies based on a chain or on the optimal mix of different forecasting techniques. We showed that, compared to the baseline forecast, there is a large margin for the imbalance/flexibility reduction: 60.3% for the imbalance and 47.5% for the flexibility requirement. In contrast, the TSO forecast leaves only a small margin to reduce the imbalance of the system through more accurate forecasts, while a larger reduction can be achieved by removing the grid constrains between market zones. Furthermore, we have applied the new forecasting methodologies to estimate the amount of imbalance volumes/costs/flexibility/overgenerations that could be achieved in the future according to the Italian RES generation targets, highlighting some critical issues related to high variable renewable energy share.
Keywords
grid imbalance, netload forecast, PV/wind regional forecast, system flexibility
Suggested Citation
Pierro M, Liolli FR, Gentili D, Petitta M, Perez R, Moser D, Cornaro C. Impact of PV/Wind Forecast Accuracy and National Transmission Grid Reinforcement on the Italian Electric System. (2023). LAPSE:2023.7532
Author Affiliations
Pierro M: Institute for Renewable Energy, EURAC Research, Viale Druso, 1, 39100 Bolzano, Italy
Liolli FR: Department of Enterprise Engineering, University of Rome Tor Vergata, 00133 Rome, Italy
Gentili D: Department of Enterprise Engineering, University of Rome Tor Vergata, 00133 Rome, Italy
Petitta M: Department of Enterprise Engineering, University of Rome Tor Vergata, 00133 Rome, Italy [ORCID]
Perez R: Atmospheric Sciences Research Center, State University of New York, Albany, NY 12246, USA
Moser D: Institute for Renewable Energy, EURAC Research, Viale Druso, 1, 39100 Bolzano, Italy [ORCID]
Cornaro C: Department of Enterprise Engineering, University of Rome Tor Vergata, 00133 Rome, Italy; Center for Hybrid and Organic Solar Energy-CHOSE, University of Rome Tor Vergata, 00133 Rome, Italy [ORCID]
Journal Name
Energies
Volume
15
Issue
23
First Page
9086
Year
2022
Publication Date
2022-11-30
ISSN
1996-1073
Version Comments
Original Submission
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PII: en15239086, Publication Type: Journal Article
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LAPSE:2023.7532
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https://doi.org/10.3390/en15239086
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Feb 24, 2023
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