Fault diagnosis of a centrifugal pump using MLP-GABP and SVM with CWT

Maamar Ali Saud ALTobi^*, Geraint Bevan, Peter Wallace, David Harrison, K. P. Ramachandran

^*Corresponding author for this work

Mechanical Engineering

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105 Citations (Scopus)

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105 Citations
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2022
Using MLP-GABP and SVM with wavelet packet transform-based feature extraction for fault diagnosis of a centrifugal pump
Al Tobi, M., Bevan, G., Wallace, P., Harrison, D. & Okedu, K. E., Jun 2022, In: Energy Science & Engineering. 10, 6, p. 1826-1839 14 p.
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9 Citations (Scopus)

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2021
Faults diagnosis of a centrifugal pump using multilayer perceptron genetic algorithm back propagation and support vector machine with discrete wavelet transform based feature extraction
Al Tobi, M., Bevan, G., Wallace, P., Harrison, D. & Okedo, K. E., Feb 2021, In: Computational Intelligence. 37, 1, p. 21-46 26 p.
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18 Citations (Scopus)

282 Downloads (Pure)
2017
Experimental set-up for investigation of fault diagnosis of a centrifugal pump
Ali Saud Al Tobi, M., Bevan, G., Ramachandran, K. P., Wallace, P. & Harrison, D., Jun 2017, In: International Journal of Mechanical and Mechatronics Engineering. 11, 3, p. 481-485 5 p.
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2016
A review on applications of genetic algorithm for artificial neural network
Ali Saud Al Tobi, M., Bevan, G., Wallace, P., Harrison, D. & Ramachandran, K. P., 30 Sept 2016, In: International Journal of Advance Computational Engineering and Networking. 4, 9, p. 50-54 5 p.
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A review on applications of wavelet transform and artificial intelligence systems in fault diagnosis of rotating machinery
Ali Saud Al Tobi, M., Bevan, G., Wallace, P., Harrison, D. & Ramachandran, K. P., 24 Oct 2016, In: International Journal of Industrial Electronics and Electrical Engineering. 4, 9, p. 70-82 13 p.
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Fault diagnosis of a centrifugal pump using MLP-GABP and SVM with CWT

Research output

Search results

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

Faults diagnosis of a centrifugal pump using multilayer perceptron genetic algorithm back propagation and support vector machine with discrete wavelet transform based feature extraction

Experimental set-up for investigation of fault diagnosis of a centrifugal pump

A review on applications of genetic algorithm for artificial neural network

A review on applications of wavelet transform and artificial intelligence systems in fault diagnosis of rotating machinery