A novel fault diagnosis strategy for LED lamps via light output time-frequency characteristics analysis and machine learning

Faulty LED lamps can cause a decrease in light efficiency, lead to flicker, and have a negative impact on creating a reliable, stable, and healthy light environment. However, many LED lamps’ faults are difficult to detect by electrical parameter measurements or naked-eye observation. Consequently, i...

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Detalles Bibliográficos
Autores principales: Shang, Yuhang, Sun, Fukang, Fang, Qiansheng, Chen, Bailing, Xie, Jianxia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10559005/
https://www.ncbi.nlm.nih.gov/pubmed/37809841
http://dx.doi.org/10.1016/j.heliyon.2023.e19737

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10559005/
https://www.ncbi.nlm.nih.gov/pubmed/37809841
http://dx.doi.org/10.1016/j.heliyon.2023.e19737

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