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DOI10.1016/j.atmosenv.2021.118772
VOC emissions from two-layer building and vehicle cabin materials: Measurements and independent validation
Wang H.; Tong L.; Wang H.; Tan Y.; Zhang R.; Zhang M.; Wang Y.; Ji W.; Wang K.; Hu X.; Xiong J.
发表日期2021
ISSN1352-2310
卷号267
英文摘要Most indoor building materials and vehicle cabin materials consist of multiple layers which can emit volatile organic compounds (VOCs), and these adversely affect indoor and in-cabin air quality. Previous studies have generally targeted VOC emissions from single-layer materials, while only a few look at emissions from multi-layer products, with experimental studies being very rare. This paper uses a two-layer emission model to predict the emission characteristics of VOCs from both indoor building materials and vehicle cabin materials. A hybrid optimization approach (ant colony optimization (ACO) coupled particle swarm optimization (PSO)) is presented to determine the three key parameters for each layer of material in the model, i.e., the initial emittable concentration, the diffusion coefficient, and the partition coefficient. The results indicate that this method has significant advantages compared with previous fitting methods. In addition, independent experiments for formaldehyde emission from a variety of two-layer building materials, and acetaldehyde emission from car seat materials, were performed to validate the two-layer emission model. The good agreement between model predictions and experimental results implies that the key parameters derived for each layer of material can be applied in two-layer emission scenarios. Furthermore, we explore the influence of the three key parameters on VOC emission behaviors, which is helpful for achieving effective source control. © 2021 Elsevier Ltd
关键词Indoor air qualityMass transferTwo-layer emissionVolatile organic compounds (VOCs)
语种英语
scopus关键词Air quality; Ant colony optimization; Artificial intelligence; Building materials; Buildings; Gas chromatography; Indoor air pollution; Particle swarm optimization (PSO); Vehicles; Volatile organic compounds; Buildings materials; Emission model; Indoor air quality; Keys parameters; Layer of material; Two-layer; Two-layer emission; Vehicle cabin; Volatile organic compound; Volatile organic compound emission; Mass transfer; acetaldehyde; formaldehyde; volatile organic compound; air quality; building; experimental study; measurement method; model validation; volatile organic compound; air quality; ambient air; ant colony optimization; Article; concentration (parameter); diffusion coefficient; particle swarm optimization; partition coefficient; validation process
来源期刊ATMOSPHERIC ENVIRONMENT
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/248193
作者单位School of Mechanical Engineering, Beijing Institute of Technology, Beijing, 100081, China; Automotive Data Center, China Automotive Technology and Research Center Co. Ltd, Tianjin, 300300, China; Corporate Research Center, Midea Group, Foshan, Guangdong 528311, China
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GB/T 7714
Wang H.,Tong L.,Wang H.,et al. VOC emissions from two-layer building and vehicle cabin materials: Measurements and independent validation[J],2021,267.
APA Wang H..,Tong L..,Wang H..,Tan Y..,Zhang R..,...&Xiong J..(2021).VOC emissions from two-layer building and vehicle cabin materials: Measurements and independent validation.ATMOSPHERIC ENVIRONMENT,267.
MLA Wang H.,et al."VOC emissions from two-layer building and vehicle cabin materials: Measurements and independent validation".ATMOSPHERIC ENVIRONMENT 267(2021).
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