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유동해석 결과를 이용한 풍력발전단지 연간 발전량 예측 및 경제성 분석 코드 개발

Development of an In-house Code to Predict Annual Energy Production and Economic Analysis of Wind Farms Using CFD Results

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키워드

주제분류기타공학

초록

In this study, using code developed in-house, the prediction of annual energy production (AEP) of wind farms was calculated, and economic analysis was performed based on distance from seashore and depth. The estimated AEP results were compared with those from WindPRO to validate the in-house code. To create wind resource map for calculating AEP, accurate wind estimation is necessary, and this study used WindSim, a Reynolds Averaged Navier-Stokes (RANS)-based commercial wind estimation program. The wind resource maps were used to input data for simulation to predict the AEP for wind farms, and included direction-specific scale factors and shape factors for each element. Additionally, the wind resource maps included Jensen wake models, which helped predict the AEP of wind farms. Using data from the wind resource maps and the code developed in-house, the error in AEP estimates was 0.004–0.461% compared to WindPRO estimates.

Abstract

In this study, using code developed in-house, the prediction of annual energy production (AEP) of wind farms was calculated, and economic analysis was performed based on distance from seashore and depth. The estimated AEP results were compared with those from WindPRO to validate the in-house code. To create wind resource map for calculating AEP, accurate wind estimation is necessary, and this study used WindSim, a Reynolds Averaged Navier-Stokes (RANS)-based commercial wind estimation program. The wind resource maps were used to input data for simulation to predict the AEP for wind farms, and included direction-specific scale factors and shape factors for each element. Additionally, the wind resource maps included Jensen wake models, which helped predict the AEP of wind farms. Using data from the wind resource maps and the code developed in-house, the error in AEP estimates was 0.004–0.461% compared to WindPRO estimates.

참고문헌 (23)

  1. Renewable Energy 3020 Implementation Plan, "Ministry of Trade Industry and Energy", ~ (2020)
  2. 2019 Annual Report on Wind Energy Industry in Korea, "Korea Wind Energy Industry Association", ~ (2020)
  3. "Global offshore renewable map are available online"[URL]
  4. 송원, "국가바람지도와 상용 단지설계 프로그램을 활용한 국내해상풍력단지 공급가능 잠재량 산정", 한국태양에너지학회 논문집, 36(4), pp.21~29 (2016), 한국태양에너지학회
  5. 박웅식, "다중 배제분석을 이용한 강원도 내 풍력발전단지 유망후보지 선정", 한국태양에너지학회 논문집, 35(2), pp.1~10 (2015), 한국태양에너지학회
  6. 송원, "Investigation on Promising Offshore Wind Farm Sites and their Wind Farm Capacity Factors considering Wake Losses in Korea", 풍력에너지저널, 9(1), pp.27~36 (2018), 한국풍력에너지학회[DOI]
  7. A note on wind generator interaction, "Jensen N. O.", RISØ National Laboratory, ~, pp.DK-4000 (1983)
  8. Zhenzhou, S., "Multiple Wind Turbine Wakes Modeling Considering the Faster Wake Recovery in Overlapped Wakes", Energies, 12(4), pp.680~ (2019)
  9. 권일한, "와이블 형상계수에 따른 이용률 변화", 한국태양에너지학회 논문집, 33(1), pp.32~39 (2013), 한국태양에너지학회
  10. 김진한, "MERRA 재해석 자료를 이용한 복잡지형 내 풍력발전단지연간에너지발전량 예측", 한국태양에너지학회 논문집, 34(2), pp.82~90 (2014), 한국태양에너지학회
  11. 송원, "해상풍력발전단지 연간발전량 예측을 위한 MERRA 재해석 데이터 적용 타당성 연구", 한국태양에너지학회 논문집, 35(2), pp.33~42 (2015), 한국태양에너지학회
  12. 고월, "MERRA 재해석 데이터를 이용한 중국 동하이대교 풍력단지 에너지발전량 예측", 한국태양에너지학회 논문집, 35(3), pp.1~8 (2015), 한국태양에너지학회
  13. Kim, H. G., "Wind Resource Assessment on the Western Offshore of Korea Using MERRA Reanalysis Data", Journal of Wind Energy, 4(1), pp.39~45 (2013)
  14. 김현구, "재해석자료를 이용한 전지구 풍력자원의 장기간 통계분석", 풍력에너지저널, 9(3), pp.19~24 (2018), 한국풍력에너지학회[DOI]
  15. Park, U. S., "Wind Farm Site Selection near the Coast in Korea using Multi Exclusion Analysis", Master, pp.2015
  16. 권일한, "MERRA 재해석자료를 이용한 국내 해상풍력단지 유망 후보지 선정에 관한 연구", 석사, 융합시스템공학과, pp.2014
  17. "Land Cover Map are vailable online" (2007)[URL]
  18. Investigation on potential sites for additional domestic offshore wind farms, Project Final Report, "Kangwon National University", Korea Institute of Energy Technology Evaluation and Planning, ~ (2013)
  19. Preliminary Validity Study Report of Public Institution Project, "Korea Development Institution", ~ (2018)
  20. Kim, C. J., "A Study on Application of Wind Power System on Islands for Micro Grid Construction in Korea", Master, pp.2017
  21. Standard market unit price of electric construction, "Ministry of Trade Industry and Energy", ~ (2020)
  22. Supply Chain : The Race to Meet Demand, "Wind Directions", ~ (2007)
  23. Renewable Power Generation Costs in 2019, "International Renewable Energy Agency(IRENA)", ~ (2020)

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