Simpler Machine Learning Methods Outperform Deep Learning in Motor Fault Detection

Briza, Antonio C.; Piedad, Eduardo; Peramo, Elmer C.

doi:10.1109/icaiic60209.2024.10463445

2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) 2024

DOI: 10.1109/icaiic60209.2024.10463445

|View full text |Cite

Simpler Machine Learning Methods Outperform Deep Learning in Motor Fault Detection

Antonio C. Briza,

Eduardo Piedad,

Elmer C. Peramo

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2024

Publication Types

Select...

Other2

Relationship

Self Cite0

Independent2

Authors

Journals

Cited by 2 publications

References 9 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

Deep Learning-Based Machine Condition Diagnosis Using Short-Time Fourier Transformation Variants

Piedad,

Mayordo,

Prieto-Araujo

et al. 2024

2024 International Conference on Diagnostics in Electrical Engineering (Diagnostika)

View full text Add to dashboard Cite

Deep Learning-Based Machine Condition Diagnosis Using Short-Time Fourier Transformation Variants

Piedad,

Mayordo,

Prieto-Araujo

et al. 2024

2024 International Conference on Diagnostics in Electrical Engineering (Diagnostika)

View full text Add to dashboard Cite

Exploring Wavelet Transformations for Deep Learning-Based Machine Condition Diagnosis

Piedad,

Del Rosario,

Prieto-Araujo

et al. 2024

2024 International Conference on Diagnostics in Electrical Engineering (Diagnostika)

View full text Add to dashboard Cite

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Simpler Machine Learning Methods Outperform Deep Learning in Motor Fault Detection

Cited by 2 publications

References 9 publications

Deep Learning-Based Machine Condition Diagnosis Using Short-Time Fourier Transformation Variants

Deep Learning-Based Machine Condition Diagnosis Using Short-Time Fourier Transformation Variants

Exploring Wavelet Transformations for Deep Learning-Based Machine Condition Diagnosis

Contact Info

Product

Resources

About