Using artificial neural networks to predict indoor particulate matter and TVOC concentration in an office building: Model selection and method development

Using artificial neural networks to predict indoor particulate matter and TVOC concentration in an office building: Model selection and method development

Indoor particulate matter and TVOC pose a significant threat to the health of staff working in office buildings. The accurate prediction of indoor particulate matter and TVOC concentrations is crucial for the automatic operation of ventilation and filtration system to control these indoor pollutants...

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Bibliographic Details
Main Authors: Saren Gaowa, Zhen Zhang, Jianchun Nie, Linxiao Li, Han A-ru, Zhili Yu
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-08-01
Series:Energy and Built Environment
Subjects:
Pm2.5 and pm10 concentrations
Tvoc level
Prediction accuracy
Smart ventilation
Human health
Online Access:http://www.sciencedirect.com/science/article/pii/S2666123324000357
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http://www.sciencedirect.com/science/article/pii/S2666123324000357

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