Modeling of Nonlinear Isolation System Based on Bouc-Wen Differential Model
A feedforword neural network of multi-layer topologies for systems with hysteretic nonlinearity was constructed based on the Bouc-Wen differential model. The proposed model not only reflects the hysteresis force characteristics of the Bouc-Wen model, but can also determine the corresponding paramete...
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| Veröffentlicht in: | Проблемы прочности |
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| Datum: | 2017 |
| Hauptverfasser: | , |
| Format: | Artikel |
| Sprache: | Englisch |
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Інститут проблем міцності ім. Г.С. Писаренко НАН України
2017
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| Online Zugang: | https://nasplib.isofts.kiev.ua/handle/123456789/173601 |
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| Назва журналу: | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| Zitieren: | Modeling of Nonlinear Isolation System Based on Bouc-Wen Differential Model / Z. Peng, C.G. Zhou // Проблемы прочности. — 2017. — № 1. — С. 228-233. — Бібліогр.: 10 назв. — англ. |
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Digital Library of Periodicals of National Academy of Sciences of Ukraine| _version_ | 1862718616185602048 |
|---|---|
| author | Peng, Z. Zhou, C.G. |
| author_facet | Peng, Z. Zhou, C.G. |
| citation_txt | Modeling of Nonlinear Isolation System Based on Bouc-Wen Differential Model / Z. Peng, C.G. Zhou // Проблемы прочности. — 2017. — № 1. — С. 228-233. — Бібліогр.: 10 назв. — англ. |
| collection | DSpace DC |
| container_title | Проблемы прочности |
| description | A feedforword neural network of multi-layer topologies for systems with hysteretic nonlinearity was constructed based on the Bouc-Wen differential model. The proposed model not only reflects the hysteresis force characteristics of the Bouc-Wen model, but can also determine the corresponding parameters. The simulation results demonstrate that the restoring force-displacement curve hysteresis loop closely represents real curves. The trained model can accurately predict the time response of the system. By comparing results obtained by the proposed model with real responses, the model was validated in the presence of noise and exhibits increased modeling precision, good generalizability and anti-interference capability.
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| first_indexed | 2025-12-07T18:16:33Z |
| format | Article |
| fulltext | |
| id | nasplib_isofts_kiev_ua-123456789-173601 |
| institution | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| issn | 0556-171X |
| language | English |
| last_indexed | 2025-12-07T18:16:33Z |
| publishDate | 2017 |
| publisher | Інститут проблем міцності ім. Г.С. Писаренко НАН України |
| record_format | dspace |
| spelling | Peng, Z. Zhou, C.G. 2020-12-12T15:21:09Z 2020-12-12T15:21:09Z 2017 Modeling of Nonlinear Isolation System Based on Bouc-Wen Differential Model / Z. Peng, C.G. Zhou // Проблемы прочности. — 2017. — № 1. — С. 228-233. — Бібліогр.: 10 назв. — англ. 0556-171X https://nasplib.isofts.kiev.ua/handle/123456789/173601 539.4 A feedforword neural network of multi-layer topologies for systems with hysteretic nonlinearity was constructed based on the Bouc-Wen differential model. The proposed model not only reflects the hysteresis force characteristics of the Bouc-Wen model, but can also determine the corresponding parameters. The simulation results demonstrate that the restoring force-displacement curve hysteresis loop closely represents real curves. The trained model can accurately predict the time response of the system. By comparing results obtained by the proposed model with real responses, the model was validated in the presence of noise and exhibits increased modeling precision, good generalizability and anti-interference capability. en Інститут проблем міцності ім. Г.С. Писаренко НАН України Проблемы прочности Научно-технический раздел Modeling of Nonlinear Isolation System Based on Bouc-Wen Differential Model Использование дифференциальной модели Бука-Вена для моделирования петли гистерезиса кривой усилие-смещение для нелинейной механической системы сейсмозащиты Article published earlier |
| spellingShingle | Modeling of Nonlinear Isolation System Based on Bouc-Wen Differential Model Peng, Z. Zhou, C.G. Научно-технический раздел |
| title | Modeling of Nonlinear Isolation System Based on Bouc-Wen Differential Model |
| title_alt | Использование дифференциальной модели Бука-Вена для моделирования петли гистерезиса кривой усилие-смещение для нелинейной механической системы сейсмозащиты |
| title_full | Modeling of Nonlinear Isolation System Based on Bouc-Wen Differential Model |
| title_fullStr | Modeling of Nonlinear Isolation System Based on Bouc-Wen Differential Model |
| title_full_unstemmed | Modeling of Nonlinear Isolation System Based on Bouc-Wen Differential Model |
| title_short | Modeling of Nonlinear Isolation System Based on Bouc-Wen Differential Model |
| title_sort | modeling of nonlinear isolation system based on bouc-wen differential model |
| topic | Научно-технический раздел |
| topic_facet | Научно-технический раздел |
| url | https://nasplib.isofts.kiev.ua/handle/123456789/173601 |
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