Using MLP‐GABP and SVM with wavelet packet transform‐based feature extraction for fault diagnosis of a centrifugal pump-Reference-Cited by-同舟云学术

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Using MLP‐GABP and SVM with wavelet packet transform‐based feature extraction for fault diagnosis of a centrifugal pump

Published:2021-07-02 Issue: Volume: Page:
ISSN:2050-0505
Container-title:Energy Science & Engineering
language:en
Short-container-title:Energy Sci Eng

Author:

Al Tobi Maamar¹^ORCID,Bevan Geraint²,Wallace Peter²,Harrison David²,Okedu Kenneth Eloghene³⁴^ORCID

Affiliation:

1. Mechanical & Industrial Engineering College of Engineering National University of Science and Technology Muscat Oman

2. School of Engineering and Built Environment Glasgow Caledonian University Glasgow UK

3. Electrical and Computer Engineering College of Engineering National University of Science and Technology Muscat Oman

4. Electrical and Electronic Engineering Nisantasi University Istanbul Turkey

Publisher

Wiley

Subject

General Energy,Safety, Risk, Reliability and Quality

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/ese3.933

Reference55 articles.

1. Rolling element bearing faults detection, a time domain analysis;Al‐Tubi MAS;Caledonian J Eng,2010

2. Application of the wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography;Peng ZK;Mech Syst Sign Process,2004

3. Rolling element bearing faults detection, wavelet de‐noising analysis;Al‐Tobi M;Univ J Mech Eng,2015

Cited by 12 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A bearing fault diagnosis approach based on an improved neural network combined with transfer learning;Measurement Science and Technology;2024-06-05

2. Cavitation diagnosis method of centrifugal pump based on characteristic frequency and kurtosis;AIP Advances;2024-02-01

3. Research on Multi-Fault Identification of Marine Vertical Centrifugal Pump Based on Multi-Domain Characteristic Parameters;Journal of Marine Science and Engineering;2023-03-04

4. Multi-Objective Optimization Design of Low Specific Speed Centrifugal Pumps Based on Genetic Algorithm;IEEE Access;2023

5. Hybrid Feature Selection Framework for Bearing Fault Diagnosis Based on Wrapper-WPT;Machines;2022-12-12

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