Prediction and correlation analysis of ventilation performance in a residential building using artificial neural network models based on data-driven analysis

Moon Keun Kim, Bart Cremers,Jiying Liu,Jianhua Zhang,Junqi Wang

Sustainable Cities and Society（2022）

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摘要

•ANN models illustrate good performance in predicting ventilation performance.•Mechanical ventilation system mainly dominates indoor air quality•Elements for NV strategy have limitations to influence the ventilation performance largely and independently•ANN methods are useful in analyzing input parameters’ effectiveness

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关键词

Artificial neural network,Ventilation performance prediction,Natural ventilation,Mechanical ventilation,Environmental elements

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