Neural Networks in Mechanical System Simulation, Identification, and Assessment
Artificial neural networks (ANNs) have been used in the solution of a variety of mechanical system design, analysis, and control problems. This paper describes the ANNs that have been most frequently used in mechanical system applications. It also summarizes some of the applications that have been d...
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
1993-01-01
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| Series: | Shock and Vibration |
| Online Access: | http://dx.doi.org/10.3233/SAV-1993-1209 |
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| _version_ | 1832562221032407040 |
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| author | Thomas L. Paez |
| author_facet | Thomas L. Paez |
| author_sort | Thomas L. Paez |
| collection | DOAJ |
| description | Artificial neural networks (ANNs) have been used in the solution of a variety of mechanical system design, analysis, and control problems. This paper describes the ANNs that have been most frequently used in mechanical system applications. It also summarizes some of the applications that have been developed for ANNs, and briefly reviews the literature where descriptions of the developments and applications can be found. Some recommendations regarding ANN applications in mechanical system simulation, identification, and assessment are provided. |
| format | Article |
| id | doaj-art-d10b36316fcc4f9d87f5f4f03766e3d7 |
| institution | Kabale University |
| issn | 1070-9622 1875-9203 |
| language | English |
| publishDate | 1993-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Shock and Vibration |
| spelling | doaj-art-d10b36316fcc4f9d87f5f4f03766e3d72025-02-03T01:23:13ZengWileyShock and Vibration1070-96221875-92031993-01-011217719910.3233/SAV-1993-1209Neural Networks in Mechanical System Simulation, Identification, and AssessmentThomas L. Paez0Experimental Structural Dynamics Department, Sandia National Laboratories, Albuquerque, NM 87185, USAArtificial neural networks (ANNs) have been used in the solution of a variety of mechanical system design, analysis, and control problems. This paper describes the ANNs that have been most frequently used in mechanical system applications. It also summarizes some of the applications that have been developed for ANNs, and briefly reviews the literature where descriptions of the developments and applications can be found. Some recommendations regarding ANN applications in mechanical system simulation, identification, and assessment are provided.http://dx.doi.org/10.3233/SAV-1993-1209 |
| spellingShingle | Thomas L. Paez Neural Networks in Mechanical System Simulation, Identification, and Assessment Shock and Vibration |
| title | Neural Networks in Mechanical System Simulation, Identification, and Assessment |
| title_full | Neural Networks in Mechanical System Simulation, Identification, and Assessment |
| title_fullStr | Neural Networks in Mechanical System Simulation, Identification, and Assessment |
| title_full_unstemmed | Neural Networks in Mechanical System Simulation, Identification, and Assessment |
| title_short | Neural Networks in Mechanical System Simulation, Identification, and Assessment |
| title_sort | neural networks in mechanical system simulation identification and assessment |
| url | http://dx.doi.org/10.3233/SAV-1993-1209 |
| work_keys_str_mv | AT thomaslpaez neuralnetworksinmechanicalsystemsimulationidentificationandassessment |