Obtaining Mode Shapes through the Karhunen-Loève Expansion for Distributed-Parameter Linear Systems
The Karhunen-Loève expansion is a powerful spectral technique for the analysis and synthesis of dynamical systems. It consists in decomposing a spatial correlation matrix, which can be obtained through numerical or physical experiments. The decomposition produces orthogonal eigenfunctions or proper...
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| Format: | Article |
| Language: | English |
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Wiley
2002-01-01
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| Series: | Shock and Vibration |
| Online Access: | http://dx.doi.org/10.1155/2002/142485 |
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| author | Claudio Wolter Marcelo A. Trindade Rubens Sampaio |
| author_facet | Claudio Wolter Marcelo A. Trindade Rubens Sampaio |
| author_sort | Claudio Wolter |
| collection | DOAJ |
| description | The Karhunen-Loève expansion is a powerful spectral technique for the analysis and synthesis of dynamical systems. It consists in decomposing a spatial correlation matrix, which can be obtained through numerical or physical experiments. The decomposition produces orthogonal eigenfunctions or proper orthogonal modes, and eigenvalues that provide a measurement of how much energy is contained in each mode. The relation between KL modes and mode shapes of linear vibrating systems has already been derived and demonstrated for two and three dofs mass-spring-damper systems. The purpose of this paper is to extend this investigation to more complex distributed-parameter linear systems. A plane truss and a simply supported plate subjected to impulsive forces, commonly used in modal analysis are studied. The resulting KL modes are compared to the analytical mode shapes. Damping and random noise effects in the procedure performance are evaluated. Two methods for indirectly obtaining natural frequencies are also presented. |
| format | Article |
| id | doaj-art-32423d5e75e644c2bfe274a3858a9add |
| institution | Kabale University |
| issn | 1070-9622 1875-9203 |
| language | English |
| publishDate | 2002-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Shock and Vibration |
| spelling | doaj-art-32423d5e75e644c2bfe274a3858a9add2025-08-20T03:55:03ZengWileyShock and Vibration1070-96221875-92032002-01-0194-517719210.1155/2002/142485Obtaining Mode Shapes through the Karhunen-Loève Expansion for Distributed-Parameter Linear SystemsClaudio Wolter0Marcelo A. Trindade1Rubens Sampaio2Dynamics and Vibration Laboratory, Pontifícia Universidade Católica do Rio de Janeiro, rua Marquês de São Vicente 225, Rio de Janeiro, RJ, 22453-900, BrazilDynamics and Vibration Laboratory, Pontifícia Universidade Católica do Rio de Janeiro, rua Marquês de São Vicente 225, Rio de Janeiro, RJ, 22453-900, BrazilDynamics and Vibration Laboratory, Pontifícia Universidade Católica do Rio de Janeiro, rua Marquês de São Vicente 225, Rio de Janeiro, RJ, 22453-900, BrazilThe Karhunen-Loève expansion is a powerful spectral technique for the analysis and synthesis of dynamical systems. It consists in decomposing a spatial correlation matrix, which can be obtained through numerical or physical experiments. The decomposition produces orthogonal eigenfunctions or proper orthogonal modes, and eigenvalues that provide a measurement of how much energy is contained in each mode. The relation between KL modes and mode shapes of linear vibrating systems has already been derived and demonstrated for two and three dofs mass-spring-damper systems. The purpose of this paper is to extend this investigation to more complex distributed-parameter linear systems. A plane truss and a simply supported plate subjected to impulsive forces, commonly used in modal analysis are studied. The resulting KL modes are compared to the analytical mode shapes. Damping and random noise effects in the procedure performance are evaluated. Two methods for indirectly obtaining natural frequencies are also presented.http://dx.doi.org/10.1155/2002/142485 |
| spellingShingle | Claudio Wolter Marcelo A. Trindade Rubens Sampaio Obtaining Mode Shapes through the Karhunen-Loève Expansion for Distributed-Parameter Linear Systems Shock and Vibration |
| title | Obtaining Mode Shapes through the Karhunen-Loève Expansion for Distributed-Parameter Linear Systems |
| title_full | Obtaining Mode Shapes through the Karhunen-Loève Expansion for Distributed-Parameter Linear Systems |
| title_fullStr | Obtaining Mode Shapes through the Karhunen-Loève Expansion for Distributed-Parameter Linear Systems |
| title_full_unstemmed | Obtaining Mode Shapes through the Karhunen-Loève Expansion for Distributed-Parameter Linear Systems |
| title_short | Obtaining Mode Shapes through the Karhunen-Loève Expansion for Distributed-Parameter Linear Systems |
| title_sort | obtaining mode shapes through the karhunen loeve expansion for distributed parameter linear systems |
| url | http://dx.doi.org/10.1155/2002/142485 |
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