Szczegóły publikacji
Opis bibliograficzny
Integration of multidimensional fault diagnostic indicators on the example of rolling element bearings / Marcin STRĄCZKIEWICZ, Tomasz BARSZCZ // Vibroengineering Procedia ; ISSN 2345-0533. — 2015 — vol. 6, s. 127–132. — Bibliogr. s. 132, Abstr. — International conference "Vibroengineering - 2015", Katowice, 14–15 October 2015
Autorzy (2)
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 93739 |
|---|---|
| Data dodania do BaDAP | 2015-11-16 |
| Rok publikacji | 2015 |
| Typ publikacji | referat w czasopiśmie |
| Otwarty dostęp |  |
| Czasopismo/seria | Vibroengineering Procedia |
Abstract
Diagnostics of rotating machinery relies on examining of many dozens of fault indicators that enable recognition of malfunction symptoms at the earliest stage possible. Unfortunately, in many industrial applications and especially in large machinery parks, the number of diagnostic features to monitor goes beyond the perception capabilities of responsible maintenance personnel. Therefore, there is need for a data reduction techniques that simplify and provide the most important information within the condition monitoring system, starting from a single kinematic element. In this paper it is proposed to employ a simple Euclidean distance that relates the object's condition to the difference between the vibration-based indicators and the initial state. As an example, the authors examine the integration of diagnostic features used to identify localized and extended fault of rolling element bearings for simulated data and real industrial event that occurred at wind turbine's generator bearing. © JVE International Ltd.
