Reduced Model Approximation Approach Using Model Updating Methodologies
AbstractModel reduction has been performed for several decades to allow for correlation of an analytical model to experimental data at a reduced number of points; however, traditional approaches have limitations. Static stiffness matrix reduction methods (e.g., Guyan) may not accurately capture the...
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Veröffentlicht in: | Journal of engineering mechanics 2018-03, Vol.144 (3) |
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creator | Marinone, Timothy Dardeno, Tina Avitabile, Peter |
description | AbstractModel reduction has been performed for several decades to allow for correlation of an analytical model to experimental data at a reduced number of points; however, traditional approaches have limitations. Static stiffness matrix reduction methods (e.g., Guyan) may not accurately capture the system dynamics, while techniques based on mode shapes [e.g., the system equivalent reduction expansion process (SEREP)] may experience rank deficiency issues. A new model reduction approach presented herein addresses these limitations by combining the accuracy of SEREP with the full-rank attributes of Guyan reduction. The advantages of the presented methodology over traditional reduction techniques are showcased via analytical studies on a cantilevered beam and general plate-type structure. |
doi_str_mv | 10.1061/(ASCE)EM.1943-7889.0001422 |
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Static stiffness matrix reduction methods (e.g., Guyan) may not accurately capture the system dynamics, while techniques based on mode shapes [e.g., the system equivalent reduction expansion process (SEREP)] may experience rank deficiency issues. A new model reduction approach presented herein addresses these limitations by combining the accuracy of SEREP with the full-rank attributes of Guyan reduction. 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Static stiffness matrix reduction methods (e.g., Guyan) may not accurately capture the system dynamics, while techniques based on mode shapes [e.g., the system equivalent reduction expansion process (SEREP)] may experience rank deficiency issues. A new model reduction approach presented herein addresses these limitations by combining the accuracy of SEREP with the full-rank attributes of Guyan reduction. The advantages of the presented methodology over traditional reduction techniques are showcased via analytical studies on a cantilevered beam and general plate-type structure.</description><subject>Cantilever beams</subject><subject>Cantilever plates</subject><subject>Correlation analysis</subject><subject>Mathematical models</subject><subject>Matrix reduction</subject><subject>Model reduction</subject><subject>Model updating</subject><subject>Plates (structural members)</subject><subject>Stiffness matrix</subject><subject>System dynamics</subject><subject>Technical Papers</subject><issn>0733-9399</issn><issn>1943-7889</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp1kN9LwzAQx4MoOKf_w9AXfWjNJV2a-DZGncKGoO45pM1165hLbTrQ_96UFvHFp-Puvt_78SHkGmgMVMD97extnt1lqxhUwqNUShVTSiFh7ISMfmunZERTziPFlTonF97vOo1QYkQWr2iPBdrJylncT2Z13biv6sO0lTv0mSm2k7WvDptBsq5t6HYptltn3d5tKvSX5Kw0e49XQxyT9WP2Pn-Kli-L5_lsGRnO0zayuQpXlWpqmEoKk5SmYBbThOacUZBYlgwkT4Sx1uI0h5xZYSkTubDAMAc-Jjf93HDZ5xF9q3fu2BzCSg1KCpZKEDKoHnpV0TjvGyx13YSnmm8NVHfgtO7A6WylO0i6g6QHcMEserPxBf4ZPzj_N_4Amztyhw</recordid><startdate>20180301</startdate><enddate>20180301</enddate><creator>Marinone, Timothy</creator><creator>Dardeno, Tina</creator><creator>Avitabile, Peter</creator><general>American Society of Civil Engineers</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope></search><sort><creationdate>20180301</creationdate><title>Reduced Model Approximation Approach Using Model Updating Methodologies</title><author>Marinone, Timothy ; Dardeno, Tina ; Avitabile, Peter</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a337t-db9194f95a294ca4fac2de740b32018eff218346addde5b1b2d6d026b6d12eb13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Cantilever beams</topic><topic>Cantilever plates</topic><topic>Correlation analysis</topic><topic>Mathematical models</topic><topic>Matrix reduction</topic><topic>Model reduction</topic><topic>Model updating</topic><topic>Plates (structural members)</topic><topic>Stiffness matrix</topic><topic>System dynamics</topic><topic>Technical Papers</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Marinone, Timothy</creatorcontrib><creatorcontrib>Dardeno, Tina</creatorcontrib><creatorcontrib>Avitabile, Peter</creatorcontrib><collection>CrossRef</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><jtitle>Journal of engineering mechanics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Marinone, Timothy</au><au>Dardeno, Tina</au><au>Avitabile, Peter</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Reduced Model Approximation Approach Using Model Updating Methodologies</atitle><jtitle>Journal of engineering mechanics</jtitle><date>2018-03-01</date><risdate>2018</risdate><volume>144</volume><issue>3</issue><issn>0733-9399</issn><eissn>1943-7889</eissn><abstract>AbstractModel reduction has been performed for several decades to allow for correlation of an analytical model to experimental data at a reduced number of points; however, traditional approaches have limitations. Static stiffness matrix reduction methods (e.g., Guyan) may not accurately capture the system dynamics, while techniques based on mode shapes [e.g., the system equivalent reduction expansion process (SEREP)] may experience rank deficiency issues. A new model reduction approach presented herein addresses these limitations by combining the accuracy of SEREP with the full-rank attributes of Guyan reduction. The advantages of the presented methodology over traditional reduction techniques are showcased via analytical studies on a cantilevered beam and general plate-type structure.</abstract><cop>New York</cop><pub>American Society of Civil Engineers</pub><doi>10.1061/(ASCE)EM.1943-7889.0001422</doi></addata></record> |
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subjects | Cantilever beams Cantilever plates Correlation analysis Mathematical models Matrix reduction Model reduction Model updating Plates (structural members) Stiffness matrix System dynamics Technical Papers |
title | Reduced Model Approximation Approach Using Model Updating Methodologies |
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