Heat load prediction in flow boiling using boiling-induced vibrations aided with machine learning

• Main Authors: Barathula, Sreeram, Kandasamy, Ranjith, Fok, Priscilla Jia Yuan, Wong, Teck Neng, Leong, Kai Choong, Srinivasan, K.
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Boiling induced vibrations; Flow boiling
• Online Access: https://hdl.handle.net/10356/180737
• Institution: Nanyang Technological University

This study delves into the analysis of boiling-induced vibrations observed during a flow boiling experiment and explores their potential in predicting heat load through machine learning models. The frequency spectral analysis revealed that the dominant frequency ranges between 6.5 – 12.5 kHz, deline...