Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.11851/7451
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Efe, Mehmet Önder | - |
dc.contributor.author | Debiasi, Marco | - |
dc.contributor.author | Yan, Peng | - |
dc.contributor.author | Özbay, Hitay | - |
dc.contributor.author | Samimy, Mohammad | - |
dc.date.accessioned | 2021-09-11T15:57:06Z | - |
dc.date.available | 2021-09-11T15:57:06Z | - |
dc.date.issued | 2009 | en_US |
dc.identifier.issn | 0142-3312 | - |
dc.identifier.issn | 1477-0369 | - |
dc.identifier.uri | https://doi.org/10.1177/0142331208090964 | - |
dc.identifier.uri | https://hdl.handle.net/20.500.11851/7451 | - |
dc.description.abstract | This paper presents a simple yet effective one-step-ahead predictor based on an adaptive linear element (ADALINE). Several tuning schemes are studied to see whether the obtained model is consistent. The process under investigation is a subsonic cavity flow system. The experimental data obtained from the system is post-processed to obtain a useful predictor. The contribution of the paper is to demonstrate that despite the spectral richness of the observed data, a simple model with various tuning schemes can help to a satisfactory extent. Seven algorithms are studied, including the least mean squares (LMS), recursive least squares (RLS), modified Kaczmarz's algorithm (MK), stochastic approximation algorithm (SA), gradient descent (GD), Levenberg-Marquardt optimization technique (LM) and sliding mode-based tuning (SM). The model and its properties are discussed comparatively. | en_US |
dc.language.iso | en | en_US |
dc.publisher | Sage Publications Ltd | en_US |
dc.relation.ispartof | Transactions of The Institute of Measurement And Control | en_US |
dc.rights | info:eu-repo/semantics/openAccess | en_US |
dc.subject | ADALINE | en_US |
dc.subject | prediction | en_US |
dc.subject | subsonic cavity flows | en_US |
dc.title | Seven Tuning Schemes for an Adaline Model To Predict Floor Pressures in a Subsonic Cavity Flow | en_US |
dc.type | Article | en_US |
dc.department | Faculties, Faculty of Engineering, Department of Electrical and Electronics Engineering | en_US |
dc.department | Fakülteler, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümü | tr_TR |
dc.identifier.volume | 31 | en_US |
dc.identifier.issue | 1 | en_US |
dc.identifier.startpage | 97 | en_US |
dc.identifier.endpage | 112 | en_US |
dc.authorid | 0000-0003-1134-0679 | - |
dc.authorid | 0000-0002-5992-895X | - |
dc.authorid | 0000-0002-1941-5148 | - |
dc.identifier.wos | WOS:000263421300006 | en_US |
dc.identifier.scopus | 2-s2.0-58349111911 | en_US |
dc.institutionauthor | Önder Efe, Mehmet | - |
dc.identifier.doi | 10.1177/0142331208090964 | - |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
dc.identifier.scopusquality | Q3 | - |
item.openairetype | Article | - |
item.languageiso639-1 | en | - |
item.grantfulltext | none | - |
item.fulltext | No Fulltext | - |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.cerifentitytype | Publications | - |
crisitem.author.dept | 02.5. Department of Electrical and Electronics Engineering | - |
Appears in Collections: | Elektrik ve Elektronik Mühendisliği Bölümü / Department of Electrical & Electronics Engineering Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection |
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