Model based virtual intensity measurements for exterior vibro-acoustic radiation
•A model based virtual sensor is derived to estimate the acoustic intensity.•The virtual sensor works by combining acoustic measurements with a numerical model.•The numerical model uses infinite elements to model the radiation to infinity.•Model order reduction is used to reduce the finite element m...
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Veröffentlicht in: | Mechanical systems and signal processing 2019-12, Vol.134, p.106315, Article 106315 |
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container_title | Mechanical systems and signal processing |
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creator | van Ophem, S. Deckers, E. Desmet, W. |
description | •A model based virtual sensor is derived to estimate the acoustic intensity.•The virtual sensor works by combining acoustic measurements with a numerical model.•The numerical model uses infinite elements to model the radiation to infinity.•Model order reduction is used to reduce the finite element model in size.•The effectiveness of the virtual sensor is verified with several experiments.
In this work a method for the virtual sensing of the acoustic intensity is derived for exterior vibro-acoustic radiation of a complex deepdrawn structure. The proposed method estimates the acoustic intensity and acoustic pressure resulting from structural excitation in the full acoustic domain, by utilizing a model-based state estimator in the form of a Kalman filter. The used model is a high fidelity, fully coupled vibro-acoustic finite element model with infinite elements to model the acoustic radiation to infinity. The model is reduced to about 0.1% of the original size by a Krylov based model order reduction technique that preserves the stability of the full model. This allows for the usage of the model in a Kalman filter. The effectiveness of the Kalman filter is demonstrated with several numerical experiments, in which both the measured pressure and the measured sound intensity are compared with the estimations from the filter at several locations. Furthermore, the robustness of the filter to changing acoustic environments is assessed. |
doi_str_mv | 10.1016/j.ymssp.2019.106315 |
format | Article |
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In this work a method for the virtual sensing of the acoustic intensity is derived for exterior vibro-acoustic radiation of a complex deepdrawn structure. The proposed method estimates the acoustic intensity and acoustic pressure resulting from structural excitation in the full acoustic domain, by utilizing a model-based state estimator in the form of a Kalman filter. The used model is a high fidelity, fully coupled vibro-acoustic finite element model with infinite elements to model the acoustic radiation to infinity. The model is reduced to about 0.1% of the original size by a Krylov based model order reduction technique that preserves the stability of the full model. This allows for the usage of the model in a Kalman filter. The effectiveness of the Kalman filter is demonstrated with several numerical experiments, in which both the measured pressure and the measured sound intensity are compared with the estimations from the filter at several locations. Furthermore, the robustness of the filter to changing acoustic environments is assessed.</description><identifier>ISSN: 0888-3270</identifier><identifier>EISSN: 1096-1216</identifier><identifier>DOI: 10.1016/j.ymssp.2019.106315</identifier><language>eng</language><publisher>Berlin: Elsevier Ltd</publisher><subject>Acoustic coupling ; Acoustics ; Finite element method ; Kalman filters ; Mathematical models ; Model reduction ; Robustness (mathematics) ; Sound intensity ; Sound waves ; State-estimation ; Vibro-acoustics ; Virtual sensing</subject><ispartof>Mechanical systems and signal processing, 2019-12, Vol.134, p.106315, Article 106315</ispartof><rights>2019 Elsevier Ltd</rights><rights>Copyright Elsevier BV Dec 1, 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c376t-d93bc2acf60553c632950098e30aefb5377516c0b1bc7a5192c830fb514588e63</citedby><cites>FETCH-LOGICAL-c376t-d93bc2acf60553c632950098e30aefb5377516c0b1bc7a5192c830fb514588e63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ymssp.2019.106315$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>van Ophem, S.</creatorcontrib><creatorcontrib>Deckers, E.</creatorcontrib><creatorcontrib>Desmet, W.</creatorcontrib><title>Model based virtual intensity measurements for exterior vibro-acoustic radiation</title><title>Mechanical systems and signal processing</title><description>•A model based virtual sensor is derived to estimate the acoustic intensity.•The virtual sensor works by combining acoustic measurements with a numerical model.•The numerical model uses infinite elements to model the radiation to infinity.•Model order reduction is used to reduce the finite element model in size.•The effectiveness of the virtual sensor is verified with several experiments.
In this work a method for the virtual sensing of the acoustic intensity is derived for exterior vibro-acoustic radiation of a complex deepdrawn structure. The proposed method estimates the acoustic intensity and acoustic pressure resulting from structural excitation in the full acoustic domain, by utilizing a model-based state estimator in the form of a Kalman filter. The used model is a high fidelity, fully coupled vibro-acoustic finite element model with infinite elements to model the acoustic radiation to infinity. The model is reduced to about 0.1% of the original size by a Krylov based model order reduction technique that preserves the stability of the full model. This allows for the usage of the model in a Kalman filter. The effectiveness of the Kalman filter is demonstrated with several numerical experiments, in which both the measured pressure and the measured sound intensity are compared with the estimations from the filter at several locations. Furthermore, the robustness of the filter to changing acoustic environments is assessed.</description><subject>Acoustic coupling</subject><subject>Acoustics</subject><subject>Finite element method</subject><subject>Kalman filters</subject><subject>Mathematical models</subject><subject>Model reduction</subject><subject>Robustness (mathematics)</subject><subject>Sound intensity</subject><subject>Sound waves</subject><subject>State-estimation</subject><subject>Vibro-acoustics</subject><subject>Virtual sensing</subject><issn>0888-3270</issn><issn>1096-1216</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp9kD1PwzAQhi0EEqXwC1giMaec7dpxBgZU8SUVwQCz5TgXyVEbF9up6L_HJcxMd7p73_t4CLmmsKBA5W2_OGxj3C0Y0DpXJKfihMwo1LKkjMpTMgOlVMlZBefkIsYeAOolyBl5f_UtborGRGyLvQtpNJvCDQmH6NKh2KKJY8AtDikWnQ8FficMLid71wRfGuvHmJwtgmmdSc4Pl-SsM5uIV39xTj4fHz5Wz-X67elldb8uLa9kKtuaN5YZ20kQglvJWS3yTQo5GOwawatKUGmhoY2tjKA1s4pDbtClUAoln5Obae4u-K8RY9K9H8OQV2rGGVVSKoCs4pPKBh9jwE7vgtuacNAU9BGd7vUvOn1Epyd02XU3uTA_sHcYdLQOB4utC2iTbr371_8DlrV5FA</recordid><startdate>20191201</startdate><enddate>20191201</enddate><creator>van Ophem, S.</creator><creator>Deckers, E.</creator><creator>Desmet, W.</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20191201</creationdate><title>Model based virtual intensity measurements for exterior vibro-acoustic radiation</title><author>van Ophem, S. ; Deckers, E. ; Desmet, W.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c376t-d93bc2acf60553c632950098e30aefb5377516c0b1bc7a5192c830fb514588e63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Acoustic coupling</topic><topic>Acoustics</topic><topic>Finite element method</topic><topic>Kalman filters</topic><topic>Mathematical models</topic><topic>Model reduction</topic><topic>Robustness (mathematics)</topic><topic>Sound intensity</topic><topic>Sound waves</topic><topic>State-estimation</topic><topic>Vibro-acoustics</topic><topic>Virtual sensing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>van Ophem, S.</creatorcontrib><creatorcontrib>Deckers, E.</creatorcontrib><creatorcontrib>Desmet, W.</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Mechanical systems and signal processing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>van Ophem, S.</au><au>Deckers, E.</au><au>Desmet, W.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Model based virtual intensity measurements for exterior vibro-acoustic radiation</atitle><jtitle>Mechanical systems and signal processing</jtitle><date>2019-12-01</date><risdate>2019</risdate><volume>134</volume><spage>106315</spage><pages>106315-</pages><artnum>106315</artnum><issn>0888-3270</issn><eissn>1096-1216</eissn><abstract>•A model based virtual sensor is derived to estimate the acoustic intensity.•The virtual sensor works by combining acoustic measurements with a numerical model.•The numerical model uses infinite elements to model the radiation to infinity.•Model order reduction is used to reduce the finite element model in size.•The effectiveness of the virtual sensor is verified with several experiments.
In this work a method for the virtual sensing of the acoustic intensity is derived for exterior vibro-acoustic radiation of a complex deepdrawn structure. The proposed method estimates the acoustic intensity and acoustic pressure resulting from structural excitation in the full acoustic domain, by utilizing a model-based state estimator in the form of a Kalman filter. The used model is a high fidelity, fully coupled vibro-acoustic finite element model with infinite elements to model the acoustic radiation to infinity. The model is reduced to about 0.1% of the original size by a Krylov based model order reduction technique that preserves the stability of the full model. This allows for the usage of the model in a Kalman filter. The effectiveness of the Kalman filter is demonstrated with several numerical experiments, in which both the measured pressure and the measured sound intensity are compared with the estimations from the filter at several locations. Furthermore, the robustness of the filter to changing acoustic environments is assessed.</abstract><cop>Berlin</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.ymssp.2019.106315</doi><oa>free_for_read</oa></addata></record> |
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source | ScienceDirect Journals (5 years ago - present) |
subjects | Acoustic coupling Acoustics Finite element method Kalman filters Mathematical models Model reduction Robustness (mathematics) Sound intensity Sound waves State-estimation Vibro-acoustics Virtual sensing |
title | Model based virtual intensity measurements for exterior vibro-acoustic radiation |
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