Manna, Carlo (2010) Automatic Monitoring, Fault Diagnostics, and Maintenance based on Meta-heuristic Optimization. [Tesi di dottorato] (Inedito)
![[thumbnail of Manna_Carlo_23.pdf]](http://www.fedoa.unina.it/style/images/fileicons/application_pdf.png "Manna_Carlo_23.pdf") |
PDF
Manna_Carlo_23.pdf Visibile a [TBR] Amministratori dell'archivio Download (1MB) |
| Tipologia del documento: | Tesi di dottorato |
|---|---|
| Lingua: | English |
| Titolo: | Automatic Monitoring, Fault Diagnostics, and Maintenance based on Meta-heuristic Optimization |
| Autori: | Autore Email Manna, Carlo manna.cnr@gmail.com |
| Data: | 30 Novembre 2010 |
| Numero di pagine: | 132 |
| Istituzione: | Università degli Studi di Napoli Federico II |
| Dipartimento: | Ingegneria elettrica |
| Scuola di dottorato: | Ingegneria industriale |
| Dottorato: | Ingegneria elettrica |
| Ciclo di dottorato: | 23 |
| Coordinatore del Corso di dottorato: | nome email Carpinelli, Guido guido.carpinelli@unina.it |
| Tutor: | nome email Arpaia, Pasquale arpaia@unisannio.it Polese, Nello [non definito] |
| Data: | 30 Novembre 2010 |
| Numero di pagine: | 132 |
| Parole chiave: | fault detection, soft computing |
| Settori scientifico-disciplinari del MIUR: | Area 09 - Ingegneria industriale e dell'informazione > ING-INF/07 - Misure elettriche e elettroniche |
| Depositato il: | 02 Dic 2010 10:59 |
| Ultima modifica: | 30 Apr 2014 19:45 |
| URI: | http://www.fedoa.unina.it/id/eprint/8327 |
Abstract
This thesis deals with a meta-heuristic approach to enhance automatic fault monitoring in man-made systems. Fault monitoring indicates the set of logical steps appropriate to the detection, identification, and prevention of anomalies in an entire system or structure. In particular, in literature, such steps are defined as: fault detection, fault isolation, in-time prognosis and predictive maintenance. On the other hand, the attribute meta-heuristic focuses on computational methods to solve optimization problems by trying to improve a candidate solution iteratively with regard to a given index of quality. Therefore, in the present thesis, for each of the above phase of fault monitoring (i.e. fault detection, isolation, and so on), a meta-heuristic approach is proposed and tested experimentally in an actual industrial environment. The methods proposed in the thesis were validated on specific problems, but their applicability is wide and general intrinsically.
Downloads
Downloads per month over past year
Actions (login required)
 |
Modifica documento |
