In the present paper a Fault Diagnosis system for a multishaft Centrifugal compressor included in an Integrated Gasification and Combined Cycle section of a refinement plant is illustrated.. The contribution of the paper is a new ANOVA-based procedure for the determination of the number of principal components. Both single and multiple faults which may cause errors in the sensor readings and/or in the process actuators have been considered. Trial results proved the goodness and the effectiveness of the proposed diagnoser on detection and isolation of faults assuring a satisfactory system promptness as well.
Principal Component Analysis based on ANOVA Test for Multishaft Centrifugal Compressor Fault Detection and Diagnosis / Zanoli, Silvia Maria; L., Barboni; Astolfi, Giacomo. - 43:(2010), pp. 90-95. [10.3182/20100915-3-IT-2017.00071]
Principal Component Analysis based on ANOVA Test for Multishaft Centrifugal Compressor Fault Detection and Diagnosis
ZANOLI, Silvia Maria
;ASTOLFI, GIACOMO
2010-01-01
Abstract
In the present paper a Fault Diagnosis system for a multishaft Centrifugal compressor included in an Integrated Gasification and Combined Cycle section of a refinement plant is illustrated.. The contribution of the paper is a new ANOVA-based procedure for the determination of the number of principal components. Both single and multiple faults which may cause errors in the sensor readings and/or in the process actuators have been considered. Trial results proved the goodness and the effectiveness of the proposed diagnoser on detection and isolation of faults assuring a satisfactory system promptness as well.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
