Active engine mounting controller using extended minimal resource allocating networks
The application of the Extended Minimal Resource Allocation Network (EMRAN) in the field of active vibration isolation for an automotive engine system is presented. As the source of disturbance the engine is mounted on a two passive mounts in parallel with an active force actuator. EMRAN is imple...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Inderscience Publishers
2008
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/4500/ http://irep.iium.edu.my/4500/1/IJVNV_4%282%29_Paper_04.pdf |
| _version_ | 1848776341918318592 |
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| author | Darsivan, Fadly Jashi Faris, Waleed Fekry Martono, Wahyudi |
| author_facet | Darsivan, Fadly Jashi Faris, Waleed Fekry Martono, Wahyudi |
| author_sort | Darsivan, Fadly Jashi |
| building | IIUM Repository |
| collection | Online Access |
| description | The application of the Extended Minimal Resource Allocation
Network (EMRAN) in the field of active vibration isolation for an automotive engine system is presented. As the source of disturbance the engine is mounted on a two passive mounts in parallel with an active force actuator. EMRAN
is implemented to control the force actuator and to isolate this disturbance. The characteristic of EMRAN and the criteria for growing and pruning of hidden layers are presented. EMRAN’s capability is compared with a PID controller and NARMA-L2 neural controller and shows superior performance in rejecting sinusoidal disturbances and achieving the chassis’s vibration isolation. |
| first_indexed | 2025-11-14T14:28:34Z |
| format | Article |
| id | iium-4500 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T14:28:34Z |
| publishDate | 2008 |
| publisher | Inderscience Publishers |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-45002011-10-04T03:33:50Z http://irep.iium.edu.my/4500/ Active engine mounting controller using extended minimal resource allocating networks Darsivan, Fadly Jashi Faris, Waleed Fekry Martono, Wahyudi TJ170 Mechanics applied to machinery. Dynamics The application of the Extended Minimal Resource Allocation Network (EMRAN) in the field of active vibration isolation for an automotive engine system is presented. As the source of disturbance the engine is mounted on a two passive mounts in parallel with an active force actuator. EMRAN is implemented to control the force actuator and to isolate this disturbance. The characteristic of EMRAN and the criteria for growing and pruning of hidden layers are presented. EMRAN’s capability is compared with a PID controller and NARMA-L2 neural controller and shows superior performance in rejecting sinusoidal disturbances and achieving the chassis’s vibration isolation. Inderscience Publishers 2008 Article PeerReviewed application/pdf en http://irep.iium.edu.my/4500/1/IJVNV_4%282%29_Paper_04.pdf Darsivan, Fadly Jashi and Faris, Waleed Fekry and Martono, Wahyudi (2008) Active engine mounting controller using extended minimal resource allocating networks. International Journal of Vehicle Noise and Vibration, 4 (2). pp. 150-168. ISSN 1479-148X (O),1479-1471 (P) http://www.inderscience.com/search/index.php?action=record&rec_id=20940&prevQuery=&ps=10&m=or 10.1504/IJVNV.2008.020940 |
| spellingShingle | TJ170 Mechanics applied to machinery. Dynamics Darsivan, Fadly Jashi Faris, Waleed Fekry Martono, Wahyudi Active engine mounting controller using extended minimal resource allocating networks |
| title | Active engine mounting controller using extended minimal resource allocating networks |
| title_full | Active engine mounting controller using extended minimal resource allocating networks |
| title_fullStr | Active engine mounting controller using extended minimal resource allocating networks |
| title_full_unstemmed | Active engine mounting controller using extended minimal resource allocating networks |
| title_short | Active engine mounting controller using extended minimal resource allocating networks |
| title_sort | active engine mounting controller using extended minimal resource allocating networks |
| topic | TJ170 Mechanics applied to machinery. Dynamics |
| url | http://irep.iium.edu.my/4500/ http://irep.iium.edu.my/4500/ http://irep.iium.edu.my/4500/ http://irep.iium.edu.my/4500/1/IJVNV_4%282%29_Paper_04.pdf |