2023
DOI: 10.1177/00037028231189750
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Sample Generation Method Based on Variational Modal Decomposition and Generative Adversarial Network (VMD–GAN) for Chemical Oxygen Demand (COD) Detection Using Ultraviolet Visible Spectroscopy

Abstract: Ultraviolet visible spectroscopy can realize the detection of chemical oxygen demand (COD), especially for low concentration levels due to its high sensitivity, but the issue of insufficient real water sample data has always been a challenge owing to the low probability of occurrence of actual water pollution events. However, in existing methods, generated absorption spectra do not conform to actual situations as the former neglect the actual spectral characteristics. On the other hand, the diversity and compl… Show more

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Cited by 4 publications
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