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Proceedings Papers

Supervised and Unsupervised Learning Models for Detection of Critical Heat Flux During Pool Boiling

Christy Dunlap, Hari Pandey, Han Hu
Proc. ASME. HT2022, ASME 2022 Heat Transfer Summer Conference, V001T08A004, July 11–13, 2022
Publisher: American Society of Mechanical Engineers
Paper No: HT2022-85582
https://doi.org/10.1115/HT2022-85582
... classification models to distinguish between 2 boiling regimes. We will leverage principal component analysis (PCA) and K-means clustering to investigate the key differences between bubbles during nucleate boiling (pre-CHF) and transition boiling (post-CHF). We will also compare the results of the unsupervised...
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Topics: Critical heat flux, Pool boiling, Principal component analysis