“Adaptive Control Technique Using Multilayer Feedforward Neural Networks”
This paper presents a new method for implementing adaptive controllers using multilayer feedforward neural networks (MFNN). The controlled process is approximated at each sampling time by a linear time-invariant (LTI) model. The proposed adaptive controller is a combination of a parameter estimation...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | |
| التنسيق: | article |
| منشور في: |
2005
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://eprints.kfupm.edu.sa/id/eprint/700/1/Adaptive_Control_Technique_Using_Multilayer_Feedforward_Neural_Networks.pdf |
| الوسوم: |
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| _version_ | 1864513388868009984 |
|---|---|
| author | Al-Duwaish, H. |
| author2 | unknown |
| author2_role | author |
| author_facet | Al-Duwaish, H. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Al-Duwaish, H. unknown |
| dc.date.none.fl_str_mv | 2005-04 2020 |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/700/1/Adaptive_Control_Technique_Using_Multilayer_Feedforward_Neural_Networks.pdf (2005) “Adaptive Control Technique Using Multilayer Feedforward Neural Networks”. The Mediterranean Journal of Measurement and Control. pp. 74-80. |
| dc.language.none.fl_str_mv | en |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/700/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Electrical |
| dc.title.none.fl_str_mv | “Adaptive Control Technique Using Multilayer Feedforward Neural Networks” |
| dc.type.none.fl_str_mv | Article NonPeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | This paper presents a new method for implementing adaptive controllers using multilayer feedforward neural networks (MFNN). The controlled process is approximated at each sampling time by a linear time-invariant (LTI) model. The proposed adaptive controller is a combination of a parameter estimation algorithm to estimate the parameters of the process and an adaptation algorithm for the connection weights of the neural network. An adaptation algorithm to adjust the connection weights of the neural network has been derived. Simulation results are included to demonstrate the feasibility and the adaptive properties of the proposed controller. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_1859ff8d4d85c40bead3ea48277cdfcd |
| identifier_str_mv | (2005) “Adaptive Control Technique Using Multilayer Feedforward Neural Networks”. The Mediterranean Journal of Measurement and Control. pp. 74-80. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::700 |
| publishDate | 2005 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | “Adaptive Control Technique Using Multilayer Feedforward Neural Networks”Al-Duwaish, H.unknownElectricalThis paper presents a new method for implementing adaptive controllers using multilayer feedforward neural networks (MFNN). The controlled process is approximated at each sampling time by a linear time-invariant (LTI) model. The proposed adaptive controller is a combination of a parameter estimation algorithm to estimate the parameters of the process and an adaptation algorithm for the connection weights of the neural network. An adaptation algorithm to adjust the connection weights of the neural network has been derived. Simulation results are included to demonstrate the feasibility and the adaptive properties of the proposed controller.2005-042020ArticleNonPeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://eprints.kfupm.edu.sa/id/eprint/700/1/Adaptive_Control_Technique_Using_Multilayer_Feedforward_Neural_Networks.pdf (2005) “Adaptive Control Technique Using Multilayer Feedforward Neural Networks”. The Mediterranean Journal of Measurement and Control. pp. 74-80. enhttps://eprints.kfupm.edu.sa/id/eprint/700/info:eu-repo/semantics/openAccessoai::7002019-11-01T13:24:58Z |
| spellingShingle | “Adaptive Control Technique Using Multilayer Feedforward Neural Networks” Al-Duwaish, H. Electrical |
| status_str | publishedVersion |
| title | “Adaptive Control Technique Using Multilayer Feedforward Neural Networks” |
| title_full | “Adaptive Control Technique Using Multilayer Feedforward Neural Networks” |
| title_fullStr | “Adaptive Control Technique Using Multilayer Feedforward Neural Networks” |
| title_full_unstemmed | “Adaptive Control Technique Using Multilayer Feedforward Neural Networks” |
| title_short | “Adaptive Control Technique Using Multilayer Feedforward Neural Networks” |
| title_sort | “Adaptive Control Technique Using Multilayer Feedforward Neural Networks” |
| topic | Electrical |
| url | https://eprints.kfupm.edu.sa/id/eprint/700/1/Adaptive_Control_Technique_Using_Multilayer_Feedforward_Neural_Networks.pdf |