Calculating Expected Damage of Breakwater Using Artificial Neural Network for Wave Height Calculation
![]() |
Kim, Dong-Hyawn
(Department of Coastal Construction Engineering, Kunsan National University)
Kim, Young-Jin (Department of Ocean Industrial Engineering, Kunsan National University) Hur, Dong-Soo (Department of Ocean Civil Engineering (Institute of Marine Industry), Gyeongsang National University) Jeon, Ho-Sung (Department of Ocean Civil Engineering (Institute of Marine Industry), Gyeongsang National University) Lee, Chang-Hoon (Department of Civil & Environmental Engineering, Sejong University) |
1 | Goda, Y. (2003). Revisiting Wilson's Formulas for Simplified Wind-Wave Prediction. J. Waterway, Port, Coastal, and Ocean Engineering, Vol. 129, No. 2, pp. 93-95. DOI ScienceOn |
2 | Yagci, O., Mercan, D.E., Gigizoglu, H.K., Kabdasli, M.S. (2005). Artificial intelligence methods in breakwater damage ratio estimation. Ocean Engineering, 32, pp. 2088-2106. DOI ScienceOn |
3 | Lee, T.L., Jeng, D.D. (2002). Application of artificial neural networks in tidal forecasting. Ocean Engineering, 29, pp. 1003-1022. DOI ScienceOn |
4 | Medina, J.R. (2000). Neural network modeling of runup ana overtopping. Coastal structures 99, Losada(ed), Rotterdam. |
5 | Deo, M.C., Jha, A., Chaphekar, A.S., Ravikant, K. (2001). Neural networks for wave forecasting. Ocean Engineering, 28, pp. 889-898. DOI ScienceOn |
6 | Suh, K.D., Kweon, H.M., Yoon, H.D. (2002). Reliability design of breakwater armor blocks considering wave direction in computation of waver transformation. Coastal engineering journal, 44(4), pp. 321-341. |
7 | 한국해양연구원 (2005). 전해역 심해설계파 추정보고서 II. |
8 | Agrawal, J.D., Deo, M.C. (2002) On-line wave prediction, Marine Structures, 15, pp. 57-74. DOI ScienceOn |
9 | Hanzawa, M. Sato, H., Takahashi, S., Shimosako, K., Takayama, T., and Tanimoto, K. (1996). New stability formula for wavedissipating concrete blocks covering horizontally composite breakwaters. Proceedings of 25th International Conference on Coastal Engineering, ASCE, Orlando, pp. 1665-1678. |
10 | Kim, D. H., Park, W. S. (2005). Neural network for design and reliability analysis of rubble mound breakwaters. Ocean Engineering, 32, pp. 1332-1349. DOI ScienceOn |
11 | van der Meer, J.W. (1988). Rock slopes and gravel beaches under wave attack. PhD Thesis, Delft University of Technology, Delft, The Netherlands. |
12 | 서경덕, 권혁민, 윤현덕 (2003). 파향의 변동성을 고려한 방파제 피복 블록의 기대피해 계산. 한국해안.해양공학회지, 제15권, 제1호, pp. 21-32. 과학기술학회마을 |
13 | 이철응 (2000). 경사제 피복재의 안정성과 피해율에 대한 확률론적 해석. 한국해안.해양공학회지, 제20권, 제1-B호, pp. 73-84. |
14 | van der Meer, J.W. (1988). Rock slopes and gravel beaches under wave attack. PhD Thesis, Delft University of Technology, Delft, The Netherlands. |
![]() |