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1-12 of 12
Keywords: empirical mode decomposition
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Proceedings Papers
Time-Series Forecasting of Ship Maneuvering Motion in Waves Based on EMD-DMD Method
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Paper presented at the The 34th International Ocean and Polar Engineering Conference, June 16–21, 2024
Paper Number: ISOPE-I-24-539
... ABSTRACT This study presents a novel hybrid method combining Empirical Mode Decomposition (EMD) and Dynamic Mode Decomposition (DMD) for predicting ships’ motion, specifically the yaw angular velocity during a 35 ° turning motion of a KCS vessel used as testing data. The EMD method...
Proceedings Papers
Tidal Water Level Prediction Based on Machine Learning and Empirical Mode Decomposition.
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Paper presented at the The 30th International Ocean and Polar Engineering Conference, October 11–16, 2020
Paper Number: ISOPE-I-20-1150
... level prediction model empirical mode decomposition emd tidal water level prediction Tidal water level prediction based on machine learning and empirical mode decomposition. Tao Song a, b, c, Jiaying Wang *, a, b, c, Jia Gao*, a, b, c, Lin Mu a, b, c a College of Marine Science and Technology...
Proceedings Papers
Signal Analysis of Ship Hull Structure Response Subjected to Underwater Explosion Based on Modified Empirical Mode Decomposition Method
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Paper presented at the The 29th International Ocean and Polar Engineering Conference, June 16–21, 2019
Paper Number: ISOPE-I-19-673
... ABSTRACT This paper aims to introduce a new method for the analysis of non-linear and non-stationary signals. This method is based on empirical mode decomposition technology by decomposing signals into multiple eigenfunctions. But there is modal aliasing problem in this method. We combine...
Proceedings Papers
Analysis of Iceberg Drift Trajectories Using the Multivariate Empirical Mode Decomposition
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Paper presented at the The 28th International Ocean and Polar Engineering Conference, June 10–15, 2018
Paper Number: ISOPE-I-18-528
... iceberg drift trajectory imf iceberg 3651 empirical mode decomposition tidal current iceberg velocity north direction oscillation iceberg iceberg 4 inertial current oscillation data quality amplitude Analysis of Iceberg Drift Trajectories Using the Multivariate Empirical Mode Decomposition...
Proceedings Papers
Sea-Level Records Analysis With Improved Empirical Mode Decomposition (EMD) and Artificial Neural Networks (ANN)
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Paper presented at the The 27th International Ocean and Polar Engineering Conference, June 25–30, 2017
Paper Number: ISOPE-I-17-408
... Sea-level Records Analysis with Improved Empirical Mode Decomposition (EMD) and Artificial Neural Networks (ANN) Han Soo Lee1 and Sooyoul Kim2 1 Graduate School for International development and Cooperation, Hiroshima University Higashi-Hiroshima, Hiroshima, Japan 2 Graduate School of Engineering...
Proceedings Papers
Modal Parameters Identification of Offshore Platform Using HHT Method
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Paper presented at the The Twenty-second International Offshore and Polar Engineering Conference, June 17–22, 2012
Paper Number: ISOPE-I-12-081
... and reasonable when it is used in field test. Keywords: Offshore Platform; Modal Parameter Identification; Hilbert- Huang Transform (HHT); Empirical Mode Decomposition (EMD); Mode Mixing; Intermittency Check Criterion; Masking Signal; Fourier Filter INTRODUCTION The modal parameter identification...
Proceedings Papers
EMD-HHT Based Structural Performance Assessment of an Offshore Platform
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Paper presented at the The Twenty-second International Offshore and Polar Engineering Conference, June 17–22, 2012
Paper Number: ISOPE-I-12-632
... under mild environment. Field measurements were performed and vibration signals at different locations were recorded. Empirical mode decomposition (EMD) was applied to acquire the intrinsic mode functions (IMF). Then Hilbert-Huang transform (HHT) was used to compute the time-frequency distribution...
Proceedings Papers
Damage Detection of Offshore Platform Model Using Empirical Mode Decomposition And Wigner-Ville Distribution
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Paper presented at the The Twentieth International Offshore and Polar Engineering Conference, June 20–25, 2010
Paper Number: ISOPE-I-10-121
... ABSTRACT The use of the combined method of empirical mode decomposition (EMD) and Wigner-Ville distribution (WVD) is presented for the vibration-based damage detection of offshore platform model. Empirical mode decomposition is a time-series analysis approach that extracts a custom set...
Proceedings Papers
Modal Parameters Identification of Offshore Platform Structures Using HHT Method
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Paper presented at the The Nineteenth International Offshore and Polar Engineering Conference, July 21–26, 2009
Paper Number: ISOPE-I-09-321
.... INTRODUCTION Hilbert-Huang Transform (referred to as HHT), introduced by Huang in 1998, put forward a new time-domain data-processing method which is composed of two parts, Empirical Mode Decomposition (referred to as EMD) and Hilbert transform. Compare with the traditional modal parameter identification...
Proceedings Papers
Spectral Analysis of Storm Waves Using the Hilbert-Huang Transform.
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Paper presented at the The Seventeenth International Offshore and Polar Engineering Conference, July 1–6, 2007
Paper Number: ISOPE-I-07-055
... We use the Hilbert-Huang Transform (HHT) for the spectral analysis of waves during a storm in the North Sea that took place in 1999. We look at the contribution of the different Intrinsic Mode Functions (IMF) obtained by the Empirical Mode Decomposition algorithm and also compare the Hilbert...
Proceedings Papers
Experimental Investigation of Wall-pressure Fluctuations On a Transiently Moving Hydrofoil By Empirical Mode Decomposition
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Paper presented at the The Seventeenth International Offshore and Polar Engineering Conference, July 1–6, 2007
Paper Number: ISOPE-I-07-265
...Experimental investigation of wall-pressure fluctuations on a transiently moving hydrofoil by empirical mode decomposition S. Benramdane J-A. Astolfi J.C. Cexus and A.O. Boudraa IRENav(EA3634), Ecole Navale, Lanve´oc Poulmic, BP600 29240 Brest Arme´es, France E3I2(EA3876), ENSIETA Brest...
Proceedings Papers
System Identification of Offshore Structures Using Empirical Mode Decomposition
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Paper presented at the The Fifteenth International Offshore and Polar Engineering Conference, June 19–24, 2005
Paper Number: ISOPE-I-05-262
... of Empirical Mode Decomposition and Hilbert Transform (EMD/HT) (Huang et.al. 1998) has been effectively used to identify the parameters of nonstationary and nonlinear signals. Yang et.al (2000) used the EMD/HT algorithm along with random decrement technique, on the ambient response of structures...