Vibration analysis for machine monitoring and diagnosis: A systematic review

MH Mohd Ghazali, W Rahiman - Shock and Vibration, 2021 - Wiley Online Library
Untimely machinery breakdown will incur significant losses, especially to the manufacturing
company as it affects the production rates. During operation, machines generate vibrations …

Prediction of flow blockages and impending cavitation in centrifugal pumps using Support Vector Machine (SVM) algorithms based on vibration measurements

AK Panda, JS Rapur, R Tiwari - Measurement, 2018 - Elsevier
The present work concentrates on the vibration based condition monitoring and fault
diagnosis of centrifugal pumps. Two types of interrelated faults, ie flow blockages in the inlet …

Identification of suction flow blockages and casing cavitations in centrifugal pumps by optimal support vector machine techniques

DJ Bordoloi, R Tiwari - Journal of the Brazilian Society of Mechanical …, 2017 - Springer
Centrifugal pumps play vital role in many critical applications in industries and require
continuous health monitoring to increase its availability. In centrifugal pumps, inlet pipe …

Signal processing of vibrations for condition monitoring of an induction motor

S Poyhonen, P Jover… - … Symposium on Control …, 2004 - ieeexplore.ieee.org
Vibration monitoring is studied for fault diagnostics of an induction motor. Several features of
vibration signals are compared as indicators of broken rotor bar of a 35 kW induction motor …

[PDF][PDF] Vibration based fault detection of centrifugal pump by fast fourier transform and adaptive neuro-fuzzy inference system

S Farokhzad - Journal of mechanical engineering and technology, 2013 - researchgate.net
Centrifugal pumps play a vital role in many critical applications and therefore continuous
availability of such mechanical components become absolutely essential. This paper …

A generic neurofuzzy model-based approach for detecting faults in induction motors

WW Tan, H Huo - IEEE Transactions on Industrial Electronics, 2005 - ieeexplore.ieee.org
Many fault detection and diagnosis schemes are based on the concept of comparing the
plant output with a model in order to generate residues. A fault is deemed to have occurred if …

Determining amplitude limits for vibration spectra

A Singhal, JE Seem, MJ Muench - US Patent 7,124,637, 2006 - Google Patents
5,086,775 A 2, 1992 Parker et al........... 600,453 vidual spectrum for the mechanical device
and the frequency 5,922,963 A 7, 1999 Piety et al....... T3? 659 range, calculating frequency …

Low-cost MEMS accelerometer network for rotating machine vibration diagnostics

LA dos Santos Pedotti, RM Zago… - IEEE Instrumentation …, 2020 - ieeexplore.ieee.org
In this paper a wireless sensor network (WSN) with lowcost nodes (less than $ US 30.00) is
presented. The nodes are based on microelectromechanical systems (MEMS) …

Numerical magnetic field analysis and signal processing for fault diagnostics of electrical machines

S Pöyhönen, M Negrea, P Jover, A Arkkio… - … journal for computation …, 2003 - emerald.com
Numerical magnetic field analysis is used for predicting the performance of an induction
motor and a slip‐ring generator having different faults implemented in their structure. Virtual …

[PDF][PDF] Independent component analysis of vibrations for fault diagnosis of an induction motor

S Pöyhönen, P Jover, H Hyötyniemi - Proceedings of IASTED international …, 2003 - Citeseer
ABSTRACT ICA is applied to multi-channel vibration measurements of a 35 kW cage
induction motor to fuse the information of several channels, and provide a robust and …