Comparison of solar power prediction model based on statistical and artificial intelligence model and analysis of revenue for forecasting policy |
Lee, Jeong-In
(Energy ICT Research Section, Electronics and Telecommunications Research Institute)
Park, Wan-Ki (Energy ICT Research Section, Electronics and Telecommunications Research Institute) Lee, Il-Woo (Energy ICT Research Section, Electronics and Telecommunications Research Institute) Kim, Sang-Ha (Dept. of Computer Engineering, Chugnam National University) |
1 | Ministry of Commerce, Industry and Energy, "Renewable Energy 3020 Implementation Plan," pp.2-10, 2017. |
2 | Carbon Neutral Green Growth Committee "2030 National Greenhouse Gas Reduction Goal," https://www.2050cnc.go.kr |
3 | Joint office of Government, "2030 National Greenhouse Gas Reduction Target (NDC) Upgrade Plan," pp.5-6, 2021. |
4 | KPX, "Brokerage Market Operation Rules," https://der.kmos.kr/info/fr_notice_view.do |
5 | Meteorological Agency, "short-term forecast," https://data.kma.go.kr |
6 | Ha-young Jeong, et al. "A Research of Prediction of Photovoltaic Power using SARIMA Model," Journal of Korea Multimedia Society, Vol.25, No.1, pp.82-91, 2022. DOI: 10.9717/kmms.2022.25.1.082 DOI |
7 | Kyung-Chang Min, et al. "Forecasting the Korea's Port Container Volumes With SARIMA Model," Journal of Korean Society of Transportation, vol.32, no.6 pp.600-614, 2014. DOI: 10.7470/jkst.2014.32.6.600 DOI |
8 | KEMRI, "Renewable intermittent response trend in major countries," http://www.keaj.kr |
9 | Ministry of Commerce, Industry and Energy, "Introduction of Renewable Energy Generation Prediction System," 2020. |
10 | Young-hwan kim, et al. "Operation Plan of ESS for Increase of Acceptable Product of Renewable Energy to Power System," The Transactions of the Korean Institute of Electrical Engineers, Vol.67, No.11, pp.1401-1407, 2018. DOI: 10.5370/KIEE.2018.67.11.1401 DOI |
11 | Gonzalez-Longatt, F., et al. "Short-term kinetic energy forecast using a structural time series model: study case of nordic power system," international conference on smart systems and technologies (SST), IEEE, 2020. DOI: 10.1109/SST49455.2020.9264087 DOI |
12 | Metropolitan Meteorological Administration, "The climate crisis shown by the 2020 abnormal weather," press release, 2021. |