![](/images/graphics-bg.png)
Application of a Fault Detection and Isolation System on a Rotary Machine
Joint Authors
Astolfi, Giacomo
Zanoli, Silvia M.
Source
International Journal of Rotating Machinery
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-03-20
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
The paper illustrates the design and the implementation of a Fault Detection and Isolation (FDI) system to a rotary machine like a multishaft centrifugal compressor.
A model-free approach, that is, the Principal Component Analysis (PCA), has been employed to solve the fault detection issue.
For the fault isolation purpose structured residuals have been adopted while an adaptive threshold has been designed in order to detect and to isolate the faults.
To prove the goodness of the proposed FDI system, historical data of a nitrogen centrifugal compressor employed in a refinery plant are considered.
Tests results show that detection and isolation of single as well as multiple faults are successfully achieved.
American Psychological Association (APA)
Zanoli, Silvia M.& Astolfi, Giacomo. 2013. Application of a Fault Detection and Isolation System on a Rotary Machine. International Journal of Rotating Machinery،Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-453067
Modern Language Association (MLA)
Zanoli, Silvia M.& Astolfi, Giacomo. Application of a Fault Detection and Isolation System on a Rotary Machine. International Journal of Rotating Machinery No. 2013 (2013), pp.1-11.
https://search.emarefa.net/detail/BIM-453067
American Medical Association (AMA)
Zanoli, Silvia M.& Astolfi, Giacomo. Application of a Fault Detection and Isolation System on a Rotary Machine. International Journal of Rotating Machinery. 2013. Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-453067
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-453067