Development of Water Demand Forecasting Simulator and Performance Evaluation |
Shin, Gang-Wook
(한국수자원공사 K-water연구원)
Kim, Ju-Hwan (한국수자원공사 K-water연구원) Yang, Jae-Rheen (한국수자원공사 K-water연구원) Hong, Sung-Taek (한국수자원공사 K-water연구원) |
1 | 최기선, 신강욱, 임상희, 전명근 (2009) 데이타 마이닝과 칼만필터링에 기반한 단기 물 수요예측 알고리즘, 제어․자동화․시스템공학회, 15(10), pp. 1156-1161. |
2 | Chenthur Pandian, K. Duraiswamy, C. Chistober Asir Rajan, and N. Kanagaraj, (2006) Fuzzy approach for short term load forecasting, Electric power systems research, Vol. 76, pp. 541-548. DOI ScienceOn |
3 | H. S. Hwang, (2006) Fuzzy GMDH-type neural network model and its application to forecasting of mobile communication, Computer & Industrial Engineering, 50, pp. 450-457. DOI ScienceOn |
4 | J. L. Torres, A. Garcia, M. De Blas, and A. De Francisco, (2005) Forecast of hourly average wind speed with ARMA models in Navarre(Spain), Solar Energy, 79, pp. 65-77. DOI ScienceOn |
5 | G.B. Huang, Q.Y. Zhu, C.K. Siew, (2006) Extreme learning machine: Theory and applications, Neurocomputing, 70, pp. 489-501. DOI ScienceOn |
6 | R.E. Kalman (1960), A New Approach to Linear Filtering and Prediction Problems, Transaction of the ASME-Journal of Basic Engineering, 82, pp. 35-45. DOI |
7 | J.S. Roger Jang, (1993), ANFIS: Adaptive-Network-Based Fuzzy Inference System, IEEE Trans. on Systems, Man, and Cybernetics, Vol. 23, pp. 665-685. DOI ScienceOn |
8 | Box,G.E.P and G.M. Jenkins (1970), Time Series Analysis, Forecasting and Control, Holdenday, San Francisco. |
9 | Andres S. Weigend, et al. (1990), "Back-Propagation, Weight-Elimination and Time Series Prediction," SMC, Connectionist Models Procedings of the 1990 summer school, pp.105-116. |
10 | Barto Kosko (1992), Neural Networks and Fuzzy Systems, Prentice Hall. |
11 | Ramesh Sharda, Rajendra B. Patil (1990), Neural Networks As Forecasting Experts: An Empirical Test, IJCNN, June, Vol. 2, pp.II-491-II-494. |
12 | Benito Fernandez, et al. (1990), Nonlinear Dynamics System Identification using Artificial Neural Networks, IJCNN, June, Vol. 2, pp. II-133-II-142. |