과제정보
본 연구는 한국전력공사의 2021년 착수 기초연구개발 과제 연구비에 의해 진행되었음(과제번호: R21XO01-6).
참고문헌
- IEC61400-1 International Standard, 3rd edition, 2005.
- Torres, J. L., Garcia, A., Blas, D. and Francisco, D., "Forecast of hourly average wind speed with ARMA models in Navarre," Solar Energy, Vol. 79, No. 1, 2005, pp. 65~77. https://doi.org/10.1016/j.solener.2004.09.013
- Garcia, J. L. T., Calderon, E. C., Avalos, G. G., Heras, E. R. and Tshikala, A. M., "Forecast of daily output energy of wind turbine using sARIMA and nonlinear autoregressive models," Advances in Mechanical Engineering, Vol. 11, No. 2, 2019, pp. 1~15.
- Cadenas, E. and Rivera, W., "Wind speed forecasting in the South Coast of Oaxaca," Renewable Energy, Vol. 32, No. 12, 2007, pp. 2116~2128. https://doi.org/10.1016/j.renene.2006.10.005
- Balzter, H., "Markov chain models for vegetation dynamics," Ecological Modelling, Vol. 126, 2000, pp. 139~154. https://doi.org/10.1016/S0304-3800(00)00262-3
- Ryu, K. W., "Use of Markov Chains for synthetic wind data generation and its statistical verification," Journal of Wind Energy, Vol. 12, No. 3, 2021, pp. 13~18. https://doi.org/10.33519/KWEA.2021.12.3.002
- Rabiner, L. R., "A tutorial on hidden markov models and selected applications in speech recognition," Proceedings of the IEEE, Vol. 77, No. 2, 1989, pp. 257~286. https://doi.org/10.1109/5.18626
- Shamshad, A., Bawadi, M. A., Hussin, W. M. A., Majid, T. A. and Sanusi, S. A. M., "First and Second order Markov chain models for synthetic generataion of wind speed time series," Energy, Vol. 30, 2005, pp. 693~708. https://doi.org/10.1016/j.energy.2004.05.026
- Varga, A. P. and Moore, R. L., "Hidden Markov model decomposition of speech and noise," International Conference on Acoustics, Speech, and Signal Processing, Vol. 2, 1990, pp. 845~848.
- Jang, M., Lee, J. M., Hwang, Y., Cho, Y. J. and Song, J. B., "Condition monitoring of rotating machine with a change in speed using Hidden Markov Model," Transactions of the Korean Society for Noise and Vibration Engineering, Vol. 22, No. 5, 2012, pp. 413~421. https://doi.org/10.5050/KSNVE.2012.22.5.413
- Khiatani, D. and Ghose, U., "Weather Forecasting Using Hidden Markov Model," 2017 International Conference on Computing and Communication Technologies for Smart Nation (IC3TSN), 2017, pp. 220~225.
- Jafarzadeh, S., Fadali, S., Evrenosoglu, C. Y. and Livani, H., "Hour-ahead wind power prediction for power systems using Hidden Markov Models and Viterbi Algorithm," IEEE PES General Meeting, 2010, pp. 1~6.
- Basile, S., Burlon, R. and Gurrera, D., "Analysis and modeling of wind directions time series," 2013 International Conference on Renewable Energy Research and Applications (ICRERA), 2013, pp. 1190~1193.
- Kim, C. K., Jang, S. J. and Kim, T. Y., "Site selection for offshore wind farms in the southwest coast of South Korea," Renewable Energy, Vol. 120, 2018, pp. 151~162. https://doi.org/10.1016/j.renene.2017.12.081
- NREL Transforming ENERGY, Geospatial Data Science Wind Data, available online: https://www.nrel.gov.