Various applications of AI techniques (expert systems, neural networks and fuzzy logic) presented in the literature prove that such technologies are well suited to cope with on-line diagnostics tasks for induction machines. The features of these techniques and the improvements that they introduce in the diagnostic process are recalled, showing that, in order to obtain indication on the fault extent, faulty machine models are still essential. The models must trade off between simulation result effectiveness and simplicity. With reference to rotor electrical faults of induction machines, a new and simple model which includes the speed ripple effect is developed. This model leads to a new diagnostic index, independent of the machine operating condition and inertia value, that allows the implementation of the diagnostic system with a minimum configuration intelligence.
AI techniques in induction machines diagnosis including the speed ripple effect / Filippetti, F.; Franceschini, G.; Tassoni, C.; Vas, P.. - 1(1996), pp. 655-662. ((Intervento presentato al convegno Conference Record of the 1996 IEEE Industry Applications 31th IAS Annual Meeting. Part 1 (of 4) tenutosi a San Diego, CA, USA, null nel 1996.
Data di pubblicazione: | 1996 |
Titolo: | AI techniques in induction machines diagnosis including the speed ripple effect |
Autore/i: | Filippetti, F.; Franceschini, G.; Tassoni, C.; Vas, P. |
Autore/i UNIMORE: | |
Codice identificativo Scopus: | 2-s2.0-0030402667 |
Codice identificativo ISI: | WOS:A1996BG62P00087 |
Nome del convegno: | Conference Record of the 1996 IEEE Industry Applications 31th IAS Annual Meeting. Part 1 (of 4) |
Luogo del convegno: | San Diego, CA, USA, null |
Data del convegno: | 1996 |
Rivista: | CONFERENCE RECORD, INDUSTRY APPLICATIONS SOCIETY, IEEE-IAS ANNUAL MEETING |
Volume: | 1 |
Pagina iniziale: | 655 |
Pagina finale: | 662 |
Citazione: | AI techniques in induction machines diagnosis including the speed ripple effect / Filippetti, F.; Franceschini, G.; Tassoni, C.; Vas, P.. - 1(1996), pp. 655-662. ((Intervento presentato al convegno Conference Record of the 1996 IEEE Industry Applications 31th IAS Annual Meeting. Part 1 (of 4) tenutosi a San Diego, CA, USA, null nel 1996. |
Tipologia | Relazione in Atti di Convegno |
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