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Sensitivity analysis in the technical potential assessment of onshore wind and ground solar photovoltaic power resources at regional scale

Authors :
Bossavy, Arthur
Girard, Robin
Kariniotakis, Georges
Kariniotakis, George
Centre Procédés, Énergies Renouvelables, Systèmes Énergétiques (PERSEE)
MINES ParisTech - École nationale supérieure des mines de Paris
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)
Centre Procédés, Énergies Renouvelables, Systèmes Énergétiques ( PERSEE )
MINES ParisTech - École nationale supérieure des mines de Paris-PSL Research University ( PSL )
Source :
Applied Energy, Applied Energy, Elsevier, 2016, 182, pp.145-153. ⟨10.1016/j.apenergy.2016.08.075⟩, Applied Energy, Elsevier, 2016, 182, pp.145-153. 〈10.1016/j.apenergy.2016.08.075〉
Publication Year :
2016
Publisher :
HAL CCSD, 2016.

Abstract

International audience; Potential assessment has served various objectives in the development of renewable energies. However, the prospective nature of this type of assessment sometimes makes it difficult to evaluate and compare estimation results based on different data and modeling. To facilitate this comparison, uncertainty estimates need to be systematically provided. Since potential assessment sometimes relies on numerous parameters, this may first require determining the most important inputs to focus on. In this paper, we propose a sensitivity analysis methodology based on Sobol indices so as to identify the main inputs from a nonlinear assessment model. We illustrate the proposed methodology through analyzing sensitivity in an onshore wind and ground solar photovoltaic (PV) potential assessment covering two French regions. As a result, we show that, when estimating the potential of these renewable energy sources, parameters defining surface availability are more prevalent than those related to technology.

Details

Language :
English
ISSN :
03062619
Database :
OpenAIRE
Journal :
Applied Energy, Applied Energy, Elsevier, 2016, 182, pp.145-153. ⟨10.1016/j.apenergy.2016.08.075⟩, Applied Energy, Elsevier, 2016, 182, pp.145-153. 〈10.1016/j.apenergy.2016.08.075〉
Accession number :
edsair.doi.dedup.....3a513d5e128dce242e4cd2d45b8f8152
Full Text :
https://doi.org/10.1016/j.apenergy.2016.08.075⟩