dc.contributor.author | Ortac Kabaoglu, RANA | |
dc.date.accessioned | 2021-03-05T19:48:45Z | |
dc.date.available | 2021-03-05T19:48:45Z | |
dc.date.issued | 2015 | |
dc.identifier.citation | Ortac Kabaoglu R., "A fault detection, diagnosis, and reconfiguration method via support vector machines", TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, cilt.23, ss.589-601, 2015 | |
dc.identifier.issn | 1300-0632 | |
dc.identifier.other | av_d0fb7386-117c-496e-9305-6d604c0981c6 | |
dc.identifier.other | vv_1032021 | |
dc.identifier.uri | http://hdl.handle.net/20.500.12627/138151 | |
dc.identifier.uri | https://doi.org/10.3906/elk-1301-96 | |
dc.description.abstract | This paper presents a fault detection, diagnosis, and reconfiguration method based on support vector machines. This method is appropriate for certain or predetermined faults and involves a fault detection and diagnosis unit and an online controller selection type reconfiguration mechanism. In this method, when a fault is detected and diagnosed by the fault detection and diagnosis unit, a suitable controller, which has been determined via an optimization algorithm in an off-line fashion, is activated to maintain proper closed-loop performance of the system in an on-line manner. In the detection, diagnosis, and reconfiguration stages of the method, support vector classification and regression machines are used and the performance is tested on a simulation model of a two-tank level control system for various fault scenarios. | |
dc.language.iso | eng | |
dc.subject | Algoritmalar | |
dc.subject | Mühendislik ve Teknoloji | |
dc.subject | Bilgi Sistemleri, Haberleşme ve Kontrol Mühendisliği | |
dc.subject | Bilgisayar Bilimleri | |
dc.subject | Sinyal İşleme | |
dc.subject | Mühendislik | |
dc.subject | MÜHENDİSLİK, ELEKTRİK VE ELEKTRONİK | |
dc.subject | Mühendislik, Bilişim ve Teknoloji (ENG) | |
dc.subject | Bilgisayar Bilimi | |
dc.subject | BİLGİSAYAR BİLİMİ, YAPAY ZEKA | |
dc.title | A fault detection, diagnosis, and reconfiguration method via support vector machines | |
dc.type | Makale | |
dc.relation.journal | TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES | |
dc.contributor.department | İstanbul Üniversitesi , Mühendislik Fakültesi , Elektrik-Elektronik Mühendisliği | |
dc.identifier.volume | 23 | |
dc.identifier.issue | 2 | |
dc.identifier.startpage | 589 | |
dc.identifier.endpage | 601 | |
dc.contributor.firstauthorID | 76180 | |