Data-Driven-Based Forecasting of Two-Phase Flow Parameters in Rectangular Channel

In the current nuclear reactor system analysis codes, the interfacial area concentration and void fraction are mainly obtained through empirical relations based on different flow regime maps. In the present research, the data-driven method has been proposed, using four machine learning algorithms (l...

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Bibliographic Details
Main Authors: Qingyu Huang, Yang Yu, Yaoyi Zhang, Bo Pang, Yafeng Wang, Di Chen, Zhixin Pang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2021.641661/full