Analysis of Wave Groups in Crossing Seas Using Hilbert Huang Transformation. (2015)

• Record Type: Journal Article
• Authors: Senthilkumar, R.; Romolo, A.; Fiamma, V.; Arena, F.; Murali, K.
• Is Part Of: Procedia engineering. Volume 116(2015)
• Page Start: 1042
• Page End: 1049
• Publication Date: 2015
• Subjects: Wave groups -- HHT -- IMF -- EMD -- Groupiness factor.; Engineering -- Congresses; Engineering -- Periodicals; Engineering; Conference proceedings; Periodicals; 620.005
• DOI: 10.1016/j.proeng.2015.08.341
• Languages: English
• ISSNs: 1877-7058

Abstract

Abstract: The random ocean waves have a natural tendencyto form groups of waves that produced due to the interaction of lower and higher frequency wave components. In this paper H ilbert H uang T ransformationis considered, which is the result of the empirical mode decomposition (EMD) and the Hilbert spectral analysis (HSA). HHT uses the EMD method to decompose a signal into so-called intrinsic mode functions, and uses the HSA method to obtain instantaneous frequency data. Using EMD method, any non-stationary data set can be decomposed into a finite and often small number of components, which are intrinsic mode functions (IMF ). This decomposition method operating in the time domain is adaptive and highly efficient. Since the decomposition is based on the local characteristic time scale of the data, it can be applied to nonlinear and nonstationaryprocesses. This method is applied to the field data collected in the Natural Ocean Engineering Laboratory (NOEL, Reggio Calabria, Italy) and results on the wave groups in crossing sea are discussed.