Identification of Lagrangian coherent structures around swimming jellyfish from experimental time-series data
The unique body kinematics of jellyfish embodies the most intriguing form of biological propulsion, which makes jellyfish a promising resource for developing new locomotion systems. Instead of the conventional Eulerian method, we take an unprecedented Lagrangian approach by tracking individual fluid...
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ndltd-CALTECH-oai-thesis.library.caltech.edu-62262014-08-02T03:32:24Z Identification of Lagrangian coherent structures around swimming jellyfish from experimental time-series data Zhang, Zhonglin The unique body kinematics of jellyfish embodies the most intriguing form of biological propulsion, which makes jellyfish a promising resource for developing new locomotion systems. Instead of the conventional Eulerian method, we take an unprecedented Lagrangian approach by tracking individual fluid particles around a swimming jellyfish over a finite time interval. Specifically, we utilize the Lagrangian coherent structures (LCS) in the flow field to investigate the flow characteristics around a jellyfish. LCS are separatrices or invariant manifolds, which separate the flow field into distinct regions. To locate the LCS in the flow, we employ the concept of the finite-time Lyapunov Exponent (FTLE), which measures the rate at which particles diverge from each other, and LCS are identified as the high-value ridges in the FTLE field. This method is implemented and validated by analysis on two-dimensional vortex dipole flow, two-dimensional experimental time-series data, and Hill’s vortex sphere. This method is expected to extract LCS from three-dimensional experimental time-series data. 2008-06-12 Thesis NonPeerReviewed application/pdf http://thesis.library.caltech.edu/6226/1/Thesis_part1.pdf application/pdf http://thesis.library.caltech.edu/6226/2/Thesis_part2.pdf application/pdf http://thesis.library.caltech.edu/6226/3/Thesis_part3.pdf application/pdf http://thesis.library.caltech.edu/6226/4/Thesis_part4.pdf http://resolver.caltech.edu/CaltechTHESIS:01152011-143930896 Zhang, Zhonglin (2008) Identification of Lagrangian coherent structures around swimming jellyfish from experimental time-series data. Senior thesis (Minor), California Institute of Technology. http://resolver.caltech.edu/CaltechTHESIS:01152011-143930896 <http://resolver.caltech.edu/CaltechTHESIS:01152011-143930896> http://thesis.library.caltech.edu/6226/ |
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The unique body kinematics of jellyfish embodies the most intriguing form of biological propulsion, which makes jellyfish a promising resource for developing new locomotion systems. Instead of the conventional Eulerian method, we take an unprecedented Lagrangian approach by tracking individual fluid particles around a swimming jellyfish over a finite time interval. Specifically, we utilize the Lagrangian coherent structures (LCS) in the flow field to investigate the flow characteristics around a jellyfish. LCS are separatrices or invariant manifolds, which separate the flow field into distinct regions. To locate the LCS in the flow, we employ the concept of the finite-time Lyapunov Exponent (FTLE), which measures the rate at which particles diverge from each other, and LCS are identified as the high-value ridges in the FTLE field. This method is implemented and validated by analysis on two-dimensional vortex dipole flow, two-dimensional experimental time-series data, and Hill’s vortex sphere. This method is expected to extract LCS from three-dimensional experimental time-series data. |
author |
Zhang, Zhonglin |
spellingShingle |
Zhang, Zhonglin Identification of Lagrangian coherent structures around swimming jellyfish from experimental time-series data |
author_facet |
Zhang, Zhonglin |
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Zhang, Zhonglin |
title |
Identification of Lagrangian coherent structures around swimming jellyfish from experimental time-series data |
title_short |
Identification of Lagrangian coherent structures around swimming jellyfish from experimental time-series data |
title_full |
Identification of Lagrangian coherent structures around swimming jellyfish from experimental time-series data |
title_fullStr |
Identification of Lagrangian coherent structures around swimming jellyfish from experimental time-series data |
title_full_unstemmed |
Identification of Lagrangian coherent structures around swimming jellyfish from experimental time-series data |
title_sort |
identification of lagrangian coherent structures around swimming jellyfish from experimental time-series data |
publishDate |
2008 |
url |
http://thesis.library.caltech.edu/6226/1/Thesis_part1.pdf http://thesis.library.caltech.edu/6226/2/Thesis_part2.pdf http://thesis.library.caltech.edu/6226/3/Thesis_part3.pdf http://thesis.library.caltech.edu/6226/4/Thesis_part4.pdf Zhang, Zhonglin (2008) Identification of Lagrangian coherent structures around swimming jellyfish from experimental time-series data. Senior thesis (Minor), California Institute of Technology. http://resolver.caltech.edu/CaltechTHESIS:01152011-143930896 <http://resolver.caltech.edu/CaltechTHESIS:01152011-143930896> |
work_keys_str_mv |
AT zhangzhonglin identificationoflagrangiancoherentstructuresaroundswimmingjellyfishfromexperimentaltimeseriesdata |
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1716709987921690624 |