Exploration and application of the static equilibrium headland-bay plane curve shape rules based on BP neural network

SUN Jia-wen; HUANG Jie; YU Yong-hai; YIN Jing; WANG Hao-ran

doi:10.13634/j.cnki.mes20180122

Volume 37 Issue 1

Mar. 2018

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Chinese Journal of MARINE ENVIRONMENTAL SCIENCE > 2018 > 37(1): 143-150. > DOI: 10.13634/j.cnki.mes20180122

SUN Jia-wen, HUANG Jie, YU Yong-hai, YIN Jing, WANG Hao-ran. Exploration and application of the static equilibrium headland-bay plane curve shape rules based on BP neural network[J]. Chinese Journal of MARINE ENVIRONMENTAL SCIENCE, 2018, 37(1): 143-150. DOI: 10.13634/j.cnki.mes20180122

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Exploration and application of the static equilibrium headland-bay plane curve shape rules based on BP neural network

SUN Jia-wen^{1, 2,},
HUANG Jie^1, ,,
YU Yong-hai¹,
YIN Jing^{1, 2},
WANG Hao-ran¹

1.
National Marine environmental monitoring center, Key laboratory of Sea-Area Management Technology, SOA Dalian 116023, China
2.
State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology, Dalian 116024, China

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Received Date: July 19, 2016
Revised Date: November 06, 2016

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Abstract

The equilibrium headland-bay plane curve shapemodle is built based on BP neural network. This paper generalizes the method of determining whether the shoreline reaches equilibrium states by using this model, and verifies the shape of Taquaras-Taquarin bay, which has achieved a good result. It is used to design man-made headland and compared with the parabola model. The result shows that BP neural network equilibrium headland-bay plane curve shape model in fits the cape better, and it is more easier to operate.
- static equilibrium headland-bay,
- BP neural network model,
- Parabola model

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[1]	SILVESTER R.Growth ofcrenulate shaped bays to equilibrium[J].Waterways and Harbors Division, 1970, 96(2):275-287. http://cedb.asce.org/CEDBsearch/record.jsp?dockey=0017309
[2]	HSU J R C, EVANS C.Parabolic bay shapes and applications[J].Proceedings of the Institution of Civil Engineers, 1989, 87(2):557-570. https://www.researchgate.net/publication/245547005_Parabolic_bay_shapes_and_applications
[3]	HSU J R C, SLIVESER R. Stabilizing beaches downcoast of harbor extensions[C]//Proceedings of the 25th International Conference on Coastal Engineering. Orlando, Florida, United States: ASCE, 1996, 3986-3999. 10.1061/9780784402429.308
[4]	HSU J R C, SLIVESER R, XIA Y M.Generalities on static equilibrium bays[J].Coastal Engineering, 1989, 12(4):353-369. doi: 10.1016/0378-3839(89)90012-4
[5]	YASSO W E.Plan geometry of headland bay beaches[J].The Journal of Geology, 1965, 73(5):702-714. doi: 10.1086/627111
[6]	Silvester, R., Development of crenulate shaped bays to equilibrium[J].Waterways and Harbors Division, 1970.96, 275-287. http://cedb.asce.org/CEDBsearch/record.jsp?dockey=0017309
[7]	VICHETPAN N. Equilibrium shapes of coastline in plan[D]. Asain Inst. of Technology, 1969.
[8]	SILVESTER R, HO S K. Use of crenulate shaped bays to stabilize coasts[C]//Proceedings of the 13th International Conference on Coastal Engineering. Vancouver, British Columbia, Canada: ASCE, 1972: 1347-1365. doi: 10.1061/9780872620490.077
[9]	REA C C, KOMAR P D.Computer simulation models of a hooked beach shoreline configuration[J].Journal of Sedimentary Petrology, 1975, 45(4):866-872. https://pubs.geoscienceworld.org/sepm/jsedres/article-abstract/45/4/866/96867/computer-simulation-models-of-a-hooked-beach
[10]	李志龙, 陈子燊.岬间海湾岸线平衡形态神经网络模型[J].海洋通报, 2007, 26(3):19-25. http://cdmd.cnki.com.cn/Article/CDMD-10558-2007179271.htm
[11]	GONZÁLEZ M, MEDINA R.On the application of static equilibrium bay formultions to natural and man-made beaches[J].Coastal Engineering, 2001, 4(3/4):209-225. http://www.academia.edu/19033896/On_the_application_of_static_equilibrium_bay_formulations_to_natural_and_man-made_beaches
[12]	飞思科技产品研发中心.MATLAB 6.5辅助神经网络分析设计[M].北京:电子工业出版社, 2003.
[13]	夏益民.岬头控制法与平衡海岸平面曲线形态规律[J].河海大学学报, 1994(11):21-32. http://www.doc88.com/p-3187440604758.html
[14]	KLEIN A H F, BENEDET L, HSU J R C.Stability of headland bay beaches in Santa Catarina:a case study[J].Journal of Coastal Research, 2003, 35(S1):151-166. http://www.jstor.org/stable/40928757
[15]	USACE.Coastal engineering manual(CEM)[M].Washington, DC:US Army Corps of Engineers, 2002.
[16]	LAUSMAN R, KLEIN A H F, STIVE M J F.Uncertainty in the application of the Parabolic Bay Shape Equation:Part 1[J].Coastal Engineering, 2010, 57(2):132-141. doi: 10.1016/j.coastaleng.2009.09.009
[17]	HSU J R C, YU M J, LEE F C, et al.Static bay beach concept for scientists and engineers:A review[J].Coastal Engineering, 2010, 57(2):76-91. doi: 10.1016/j.coastaleng.2009.09.004

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