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Reproducing solar curtailment with Fourier analysis using Japan dataset
- Source :
- Energy Reports, Vol 6, Iss, Pp 199-205 (2020)
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- Curtailment of variable renewable energy increases the Levelized Cost of Energy (LCOE), which is the tool often used to compare its profitability against traditional energy sources. Recently, the Kyushu Region of Japan had to curtail some of its solar production to meet energy balance. As many countries increase their solar energy production, curtailment will be inevitable. It is therefore important to develop methodologies to calculate it. In the case of Japan, curtailment can easily be estimated using hourly data. However, such data is unavailable in other countries. In this study, a methodology to reproduce curtailment using known periodicity and statistical data is presented. Insights were initially generated by simulating future curtailment scenarios of Kyushu to extract the factors that affect curtailment. Fourier analysis was used to identify the periodicity of demand and solar production. The Fourier representation was simplified using the identified factors. Along with statistical data, the demand and solar data were approximated and the curtailment was reproduced. Results show that curtailment can be closely reproduced using the proposed methodology on a yearly and monthly level. Further research is necessary to test the methodology for other conditions like having different climate, varying daily fluctuations, and other human-related fluctuations.<br />The 6th International Conference on Power and Energy Systems Engineering (CPESE 2019), 20–23 September 2019, Okinawa, Japan.
- Subjects :
- 020209 energy
Energy balance
Fourier approximation
02 engineering and technology
Solar installation
symbols.namesake
Variable renewable energy
020401 chemical engineering
ddc:330
0202 electrical engineering, electronic engineering, information engineering
Econometrics
Production (economics)
0204 chemical engineering
Cost of electricity by source
business.industry
Solar energy
Fourier analysis
General Energy
Energy balance simulation
symbols
Environmental science
Profitability index
lcsh:Electrical engineering. Electronics. Nuclear engineering
Energy source
business
lcsh:TK1-9971
Solar curtailment
Subjects
Details
- ISSN :
- 23524847
- Volume :
- 6
- Database :
- OpenAIRE
- Journal :
- Energy Reports
- Accession number :
- edsair.doi.dedup.....95aa3f868eedcbc8b5d15075790ec2b3
- Full Text :
- https://doi.org/10.1016/j.egyr.2019.11.063