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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2023
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| Materias: | |
| 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 |