Blar i ODA Open Digital Archive på forfatter "Su, Meng"
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Developing simplified numerical calculation and BP neural network modeling for the cooling capacity in a radiant floor cooling system
Liu, Jiying; Su, Meng; Kim, Moon Keun; Song, Shoujie (Peer reviewed; Journal article, 2023)To upgrade the computational efficiency and ensure the accuracy of calculated cooling capacity of radiant cooling floor, this study proposed a simplified three-dimensional modeling by combining with a user-defined function ... -
Developing simplified numerical calculation and BP neural network modeling for the cooling capacity in a radiant floor cooling system
Liu, Jiying; Su, Meng; Kim, Moon Keun; Song, Shoujie (Peer reviewed; Journal article, 2023)To upgrade the computational efficiency and ensure the accuracy of calculated cooling capacity of radiant cooling floor, this study proposed a simplified three-dimensional modeling by combining with a user-defined function ... -
Dynamic prediction of the pre-dehumidification of a radiant floor cooling and displacement ventilation system based on computational fluid dynamics and a back-propagation neural network: A case study of an office room
Su, Meng; Liu, Jiying; Zhou, Shiyu; Miao, Jikui; Kim, Moon Keun (Peer reviewed; Journal article, 2022)This study was carried out to solve the problem of condensation in radiant floor cooling systems. Computational fluid dynamics simulation and back-propagation neural network prediction were employed to conduct thorough ... -
A Numerical study on the exergy performance of a hybrid radiant cooling system in an office building: Comparative case study and analysis
Liu, Jiying; Su, Meng; Fu, Nuodi; Kim, Moon Keun (Peer reviewed; Journal article, 2023) -
Predicting moisture condensation risk on the radiant cooling floor of an office using integration of a genetic algorithm-back-propagation neural network with sensitivity analysis
Su, Meng; Liu, Jiying; Kim, Moon Keun; Wu, Xiaozhou (Journal article; Peer reviewed, 2022)Pre-dehumidification time (𝜏�pre ) and pre-dehumidification energy consumption (Epre ) play important roles in preventing the condensation of moisture on the floors of rooms that use a radiant floor cooling (RFC) ...