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Keywords: principal component analysis
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Proceedings Papers

Proc. ASME. HT2022, ASME 2022 Heat Transfer Summer Conference, V001T08A004, July 11–13, 2022
Publisher: American Society of Mechanical Engineers
Paper No: 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...
Proceedings Papers

Proc. ASME. HT2022, ASME 2022 Heat Transfer Summer Conference, V001T09A004, July 11–13, 2022
Publisher: American Society of Mechanical Engineers
Paper No: HT2022-85429
... fusion using deep learning. We have leveraged the contact AE sensor attached to the heater and hydrophones immersed in the working fluid to enable non-invasive fault detection. cooling systems critical heat flux acoustic emissions principal component analysis Proceedings of the ASME 2022 Heat...
Proceedings Papers

Proc. ASME. HT2021, ASME 2021 Heat Transfer Summer Conference, V001T07A011, June 16–18, 2021
Publisher: American Society of Mechanical Engineers
Paper No: HT2021-63999
... nickel minerals. This research analyzes the operation of a rotary kiln calciner of 135 m length, a diameter of 6 m, and a mass flow rate between 170 and 180 t/h of partially dry mineral. The calciner uses coal as a reducing agent and natural gas as a thermal energy source. Principal component analysis...