Fault diagnosis of a centrifugal pump using electrical signature analysis and support vector machine
Z Araste, A Sadighi, M Jamimoghaddam - Journal of Vibration …, 2023 - Springer
Purpose Early detection of impending faults in centrifugal pumps could lower the repair and
maintenance costs. Electrical Signature Analysis (ESA) is a powerful tool which uses the …
maintenance costs. Electrical Signature Analysis (ESA) is a powerful tool which uses the …
A multi-field coupling simulation model for the centrifugal pump system
LY Dong, ZJ Shuai, T Yu, J Jian… - Mechanics & …, 2023 - mechanics-industry.org
In this paper, a multi-field coupling simulation model, including the motor, shaft, and pump, is
established to analyze the motor's influence and the shaft on the pump's operating status …
established to analyze the motor's influence and the shaft on the pump's operating status …
Esa-based anomaly detection of a centrifugal pump using self-organizing map
M Jamimoghaddam, A Sadighi… - 2020 6th Iranian …, 2020 - ieeexplore.ieee.org
Centrifugal pumps are among the most common equipment that are used in different
industries. The lack of timely diagnosis of a present fault may disrupt operation of the …
industries. The lack of timely diagnosis of a present fault may disrupt operation of the …
[PDF][PDF] Smart fault detection of reciprocating air compressors based on electrical signature analysis
Air compressors are one of the most common industrial devices and their functionality is vital
for many industries. Therefore, providing an accurate and cost-effective strategy for …
for many industries. Therefore, providing an accurate and cost-effective strategy for …
Deep Denoising Convolutional Autoencoder-Based Fault Diagnosis of A Centrifugal Pump
This study addresses the challenge of assessing the health condition of centrifugal pumps in
industrial settings without the need for traditional vibrational sensors, which can reduce …
industrial settings without the need for traditional vibrational sensors, which can reduce …
Centrifugal pump fault diagnosis method based on EAS and stacked capsule autoencoder
Z Chang, W Yuan, M Yu - Third International Conference on …, 2022 - spiedigitallibrary.org
As one of the basic components in industrial systems, the safety and reliability of centrifugal
pumps are directly related to production efficiency. This paper presents a fault diagnosis …
pumps are directly related to production efficiency. This paper presents a fault diagnosis …