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Sensitivity analysis in the technical potential assessment of onshore wind and ground solar photovoltaic power resources at regional scale
- 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.
- Subjects :
- Engineering
020209 energy
02 engineering and technology
Management, Monitoring, Policy and Law
7. Clean energy
Wind power resource
[SPI.ENERG]Engineering Sciences [physics]/domain_spi.energ
Sea breeze
0202 electrical engineering, electronic engineering, information engineering
Sensitivity (control systems)
Sobol indices
Estimation
[ SPI.ENERG ] Engineering Sciences [physics]/domain_spi.energ
Technical potential
Solar power resource
business.industry
Mechanical Engineering
Scale (chemistry)
Photovoltaic system
Sobol sequence
Building and Construction
021001 nanoscience & nanotechnology
Power (physics)
Renewable energy
Reliability engineering
General Energy
0210 nano-technology
business
Sensitivity analysis
Subjects
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⟩