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e4clim 1.0: The Energy for a Climate Integrated Model: Description and Application to Italy

Authors: Tantet, Alexis; Concettini, Silvia; d'Ambrosio, Claudia; Thomopulos, Dimitri; Tankov, Peter; St��fanon, Marc; Drobinski, Philippe; +3 Authors

e4clim 1.0: The Energy for a Climate Integrated Model: Description and Application to Italy

Abstract

We develop an open-source Python software integrating flexibility needs from Variable Renewable Energies (VREs) in the development of regional energy mixes. It provides a flexible and extensible tool to researchers/engineers, and for education/outreach. It aims at evaluating and optimizing energy deployment strategies with higher shares of VRE, assessing the impact of new technologies and of climate variability and conducting sensitivity studies. Specifically, to limit the algorithm’s complexity, we avoid solving a full-mix cost-minimization problem by taking the mean and variance of the renewable production–demand ratio as proxies to balance services. Second, observations of VRE technologies being typically too short or nonexistent, the hourly demand and production are estimated from climate time series and fitted to available observations. We illustrate e4clim’s potential with an optimal recommissioning-study of the 2015 Italian PV-wind mix testing different climate data sources and strategies and assessing the impact of climate variability and the robustness of the results.

Countries
France, Italy
Keywords

690, climate variability, FOS: Computer and information sciences, Renewable energy, Technology, 330, Q.Q5.Q54, Q.Q5.Q56, [INFO] Computer Science [cs], Statistics - Applications, 333, Economie de la terre et des ressources naturelles, [STAT.AP] Statistics [stat]/Applications [stat.AP], [INFO]Computer Science [cs], Applications (stat.AP), [STAT.AP]Statistics [stat]/Applications [stat.AP], T, [SPI.NRJ]Engineering Sciences [physics]/Electric power, sensitivity, renewable energy, renewable energy; climate variability; energy mix; mean-variance; sensitivity, mean-variance, energy mix, [SPI.NRJ] Engineering Sciences [physics]/Electric power

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
14
Top 10%
Average
Top 10%
Green
gold