Development of supercritical CO2 turbomachinery off-design model using 1D mean-line method and Deep Neural Network

Seongmin Son,Yongju Jeong,Seong Kuk Cho,Jeong Ik Lee

Applied Energy（2020）

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摘要

•Neural Network based supercritical CO2 turbomachinery off-design model is developed.•Simple statistical analysis is performed to evaluate for the developed model.•Quasi-steady state analysis is performed to test turbomachinery off-design models.•Developed Neural Network based model more accurate than conventional methods.

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关键词

Multi-Layer Perceptron,Deep Neural Network,Supercritical CO2,Quasi-steady state analysis,Off-design,Supercritical CO2 turbomachinery

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