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	A Variable Multidimensional Fuzzy Model and its Application to Online Tidal Level Prediction
	Yin J. C.; Wang, N. N.
	2015
关键词	Fuzzy Prediction Variable Structure Tidal Prediction Modular Model Multidimensional Fuzzy Model neural p systems network
英文摘要	To represent the time-varying dynamics of nonlinear systems, a variable multidimensional fuzzy model is online constructed by the Delaunay triangulation method. Construction and adjustment of model are based on the learning of samples in a real-time updated sliding data window (SDW). The proposed fuzzy model is combined with harmonic model and the resulted modular prediction method is implemented for real-time tidal level prediction. The harmonic method is used to represent the periodic changes of tidal level caused by celestial movements, and the variable fuzzy model is used to generate predictions of residual tidal level caused by environmental disturbances such as water temperature and air pressure. The measured tidal data at the ports of Honolulu and Old Port Tampa are implemented for the online tidal level prediction and the results demonstrate the feasibility and effectiveness of the proposed variable multidimensional fuzzy model and the modular tidal prediction system.
出处	Journal of Computational and Theoretical Nanoscience
卷	12
期	7
页	1384-1394
收录类别	SCI
语种	英语
ISSN号	1546-1955
内容类型	SCI/SSCI论文
源URL	[http://ir.igsnrr.ac.cn/handle/311030/38519]
专题	地理科学与资源研究所_历年回溯文献
推荐引用方式 GB/T 7714	Yin J. C.,Wang, N. N.. A Variable Multidimensional Fuzzy Model and its Application to Online Tidal Level Prediction. 2015.

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