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NTIS 바로가기한국항공운항학회지 = Journal of the Korean Society for Aviation and Aeronautics, v.32 no.3, 2024년, pp.15 - 28
이승민 (국가농림기상센터 연구개발부) , 이승재 (국가농림기상센터 연구개발부) , 강하림 (공군기상단) , 함숙정 (공군기상단) , 송재익 (공군기상단) , 김기남 (공군기상단)
Wind forecast is one of the key meteorological factors required for safe aircraft takeoff and landing. In this study, we developed an artificial intelligence-based wind compensation method by learning the Korea Air Force Weather Research and Forecast (KAF-WRF) forecast data and the Airfield Meteorol...
Chaloulos, G., and Lygeros, J., "Effect of?wind correlation on aircraft conflict probability", Journal of Guidance, Control, and?Dynamics, 30(6), 2007, pp.1742-1752.
Kim, S., "The impact of extreme weather?events on flight delays & cancellations with?a focus on Gimpo-Jeju air route", M.S.?Thesis, Seoul National University, Seoul,?2021.
El-Fouly, T. H. M., El-Saadany, E. F., and?Salama, M. M. A., "One day ahead prediction?of wind speed using annual trends", IEEE?Power Engineering Society General Meeting,?2006, pp.1-7.
Lei, M., Shiyan, L., Chuanwen, J., Hongling,?L., and Yan, Z., "A review on the forecasting?of wind speed and generated power",?Renewable and Sustainable Energy Reviews,?13(4), 2009, pp.915-920.
Santhosh, M., Venkaiah, C., and Vinod Kumar, D. M., "Current advances and approaches in wind speed and wind power?forecasting for improved renewable energy?integration: A review", Engineering Reports,?2(6), 2020, e12178.
Wu, Z., Luo, G., Yang, Z., Guo, Y., Li, K.,?and Xue, Y., "A comprehensive review on?deep learning approaches in wind forecasting?applications", CAAI Transactions on Intelligence Technology, 7(2), 2022, pp.129-143.
Kalnay, E., "Atmospheric modeling, data assimilation and predictability", Cambridge?University Press, 2003, pp.18-19.
Shukur, O. B., and Lee, M. H., "Daily wind?speed forecasting through hybrid KF-ANN?model based on ARIMA", Renewable Energy,?76, 2015, pp.637-647.
Lydia, M., Kumar, S. S., Selvakumar, A. I.,?and Kumar, G. E. P., "Linear and non-linear?autoregressive models for short-term wind?speed forecasting", Energy Conversion and?Management, 112, 2016, pp.115-124.
Jeong, J., and Lee, S. J., "A statistical parameter correction technique for WRF mediumrange prediction of near-surface temperature and wind speed using generalized linear?model", Atmosphere, 9(8), 2018, pp.291.
Singh, S. N., and Mohapatra, A., "Repeated?wavelet transform based ARIMA model for?very short-term wind speed forecasting",?Renewable Energy, 136, 2019, pp.758-768.
Fattaheian-Dehkordi, S., Fereidunian, A.,?Gholami-Dehkordi, H., and Lesani, H.,?"Hour ahead demand forecasting in smart?grid using support vector regression (SVR)",?International Transactions on Electrical?Energy Systems, 24(12), 2014, pp.1650-1663.
Ali, M., Khan, A., and Rehman, N. U.,?"Hybrid multiscale wind speed forecasting?based on variational mode decomposition",?International Transactions on Electrical?Energy Systems, 28(1), 2018, e2466.
Kwon, S. Y., Lee, S. J., and Kim, M. I., "A?Statistical correction of point time series?data of the NCAM-LAMP medium-range?prediction system using support vector machine", Korean Journal of Agricultural and?Forest Meteorology, 23(4), 2021, pp.415-423.
Shin, J. Y., Min, B., and Kim, K. R.,?"High-resolution wind speed forecast system coupling numerical weather prediction?and machine learning for agricultural studies a case study from South Korea",?International Journal of Biometeorology,?66(7), 2022, pp.1429-1443.
Hu, Q., Zhang, R., and Zhou, Y., "Transfer?learning for short-term wind speed prediction with deep neural networks", Renewable Energy, 85, 2016, pp.83-95.
Araya, I. A., Valle, C., and Allende, H.,?"Lstm-based multi-scale model for wind?speed forecasting", In Progress in Pattern?Recognition, Image Analysis, Computer?Vision, and Applications: 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain,?2019, Proceedings 23, pp.38-45.
Yin, H., Ou, Z., Huang, S., and Meng, A., "A?cascaded deep learning wind power prediction approach based on a two-layer of?mode decomposition", Energy, 189, 2019,?pp.116316.
Xu, W., Liu, P., Cheng, L., Zhou, Y., Xia,?Q., Gong, Y., and Liu, Y., "Multi-step wind?speed prediction by combining a WRF simulation and an error correction strategy",?Renewable Energy, 163, 2021, pp.772-782.
Jung, J., and Broadwater, R. P., "Current?status and future advances for wind speed?and power forecasting", Renewable and?Sustainable Energy Reviews, 31, 2014,?pp.762-777.
Bao, L., Gneiting, T., Grimit, E. P., Guttorp,?P., and Raftery, A. E., "Bias correction and?Bayesian model averaging for ensemble forecasts of surface wind direction", Monthly?Weather Review, 138(5), 2010, pp.1811-1821.
Lee, S. J., and Kim, Y. C., "A numerical?forecast and verification of the aircraft turbulence observed over South Korea",?Journal of Korean Meteorological Society,?38(5), 2002, pp.493-507.
Min, B., Kim, Y. H., Choi, H. W., Jeong, H.?S., Kim, K. R., and Kim, S., "Low-level wind?shear (LLWS) forecasts at Jeju International?Airport using the KMAPP", Atmosphere,?30(3), 2020, pp.277-291.
Kim, G. H., Choi, H. W., Seok, J. H., and?Kim, Y. H., "Prediction of low level wind?shear using high resolution numerical?weather prediction model at the Jeju?International Airport, Korea", Journal of the?Korean Society for Aviation and Aeronautics, 29(4), 2021, pp.88-95.
Kim, G. H., Choi, H. W., Seok, J. H., Lee, S.?S., and Lee Y. H., "Low level wind shear?characteristics and predictability at the Jeju?International Airport", Journal of the Korean Society for Aviation and Aeronautics,?31, 2023, pp.55-58.
Seok, J. H., Choi, H. W., Kim, Y. H. and?Lee, S. S., "Diagnosis of low-level aviation?turbulence using the Korea meteorological?administration post processing (KMAPP)",?Journal of the Korean Society for Aviation?and Aeronautics, 28(4), 2020, pp.1-11.
Yun, J., Kim, Y. H., and Choi, H. W.,?"Analyses of the meteorological characteristics over South Korea for wind power applications using KMAPP", Atmosphere, 31(1),?2021, pp.1-15.
Keum, W. H., Lee, S. H., Lee, D. I., Lee, S.?S., and Kim, Y. H., "Evaluation and improvement of the KMAPP surface wind speed?prediction over complex terrain areas",?Atmosphere, 31(1), 2021, pp.85-100.
Seok, J. H., Choi, H. W., Kim, G. H., Lee, S.?S., and Lee, Y. H., "Verification of low-level?wind shear prediction system using aircraft?meteorological data relay (AMDAR)", Journal of the Korean Society for Aviation and?Aeronautics, 31(3), 2023, pp.59-70.
Wang, J., Song, Y., Liu, F., and Hou, R.,?"Analysis and application of forecasting?models in wind power integration: A review?of multi-step-ahead wind speed forecasting?models", Renewable and Sustainable Energy?Reviews, 60, 2016, pp.960-981.
Hyundai E&C, "Secrets of airports shared?by Hyundai E&C's Airport Experts", Hyundai E&C Newsroom, 2024, Available from:?https://en.hdec.kr/en/newsroom/news_view.aspx?NewsSeq780&NewsTypeFUTURE&NewsListTypenews_clist
Hwang, H., Eun, S. H., Kim, B. G., Park, S.?J., and Park, G. M., "Occurrence characteristics of sea breeze in the gangneung region for 2009 2018", Atmosphere, 30(3),?2020, pp.221-236.
An, E. J., and Kim, H. D., "Characteristics of?mountain and valley winds observed at Palgongsan Mountain and their effects on reducing high temperatures in summer", Quantitative Bio-Science, 40(2), 2021, pp.77-82.
Byun, U. Y., Hong, S. Y., Shin, H., Lee, J. W.,?Song, J. I., Hahm, S. J. Kim, J. K., Kim, H.?W., and Kim, J. S., "WRF-based short-range?forecast system of the Korea Air Force: Verification of prediction skill in 2009 summer",?Atmosphere, 21(2), 2011, pp.197-208.
Byun, U. Y., Hong, J., Hong, S. Y., and?Shin, H. H., "Numerical simulations of?heavy rainfall over central Korea on 21?September 2010 using the WRF model", Advances in Atmospheric Sciences, 32, 2015,?pp.855-869.
Lee, S. J., Lee, J., Greybush, S. J., Kang, M.,?and Kim, J., "Spatial and temporal variation?in PBL height over the Korean peninsula in?the KMA operational regional model",?Advances in Meteorology, 2013, pp.1-16.
Cortes, C., and Vapnik, V., "Support-vector?networks", Machine Learning, 20, 1995,?pp.273-297.
Drucker, H., Burges, C. J., Kaufman, L.,?Smola, A., and Vapnik, V., "Support vector?regression machines", Advances in Neural?Information Processing Systems, 1996, pp.9.
Smola, A. J., and Scholkopf, B., "A tutorial?on support vector regression", Statistics and?Computing, 14, 2004, pp.199-222.
Rickard, G. J., Lunnon, R. W., and Tenenbaum, J., "The met office upper air winds:?Prediction and verification in the context?of commercial aviation data", Meteorological Applications, 8(3), 2001, pp.351-360.
Lee, S. J., Parrish, D. F., Park, S. Y., Wu, W.?S., Greybush, S. J., Lee, W. J., and Lord, S. J.,?"Effects of 2-m air temperature assimilation?and a new near-surface observation operator?on the NCEP Gridpoint Statistical-Interpolation system", Asia-Pacific Journal of Atmospheric Sciences, 47, 2011, pp.353-376.
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