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

M. Al Tobi, Geraint Bevan, Peter Wallace, David Harrison, Kenneth Eloghene Okedo^*

^*Corresponding author for this work

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18 Citations (Scopus)

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18 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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8 Citations (Scopus)

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2019
Fault diagnosis of a centrifugal pump using MLP-GABP and SVM with CWT
Ali Saud ALTobi, M., Bevan, G., Wallace, P., Harrison, D. & Ramachandran, K. P., Jun 2019, In: Engineering Science and Technology, an International Journal. 22, 3, p. 854-861 8 p.
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104 Citations (Scopus)

236 Downloads (Pure)
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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