Mathematical modeling of ammonia emission rate in newly constructed buildings

Q3 Medicine
N.О. Barnova, А.V. Meltser, Y. Dadali, I. Iakubova, M.A. Аndreeva
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引用次数: 0

Abstract

A rapid growth in monolithic residential construction over recent decades has created a problem associated with ammonia contamination inside newly constructed buildings. Absence of substantiated preventive actions aimed at minimizing ammonia emissions hinders commissioning of new residential buildings and may create an unfavorable sanitary-epidemiological situation with obvious olfactory-reflex and irritating effects on public health. The aim of this study was to develop a scientifically grounded method to predict when ammonia concentrations emitted from concrete constructions would reach their permissible levels in air inside contaminated premises in newly constructed buildings. Ammonia emissions were estimated based on data of laboratory tests that involved analyzing indoor air samples taken in Saint Petersburg and the Leningrad region. Indoor air was analyzed in 4 newly constructed residential buildings (165 premises, 57 test protocols, 893 air samples tested to identify ammonia in them). Relationships between changes in ammonia concentrations and ventilation time were obtained by using regression analysis (regression equation, least square method). To establish reproducibility of the results and a possibility to compare them, we tested variances for homogeneity by using Fisher criterion. Sampled populations were compared with Student’s t-test in case the data fitted to a normal distribution (Kolmogorov – Smirnov test, Shapiro – Wilks test). Critical significance was taken at 0.05 in all the statistical comparisons. We have developed a method for predicting when ammonia concentrations that occurred in indoor air inside newly constructed buildings due to multi-day emissions from building materials would reach their permissible levels. The method involves multi-day measurements (y, mg/m3) of ammonia concentrations sequentially in each premise inside a newly constructed building on any day of measurements during the time period t; building up relationships between averaged ammonia concentrations (yav, mg/m3) and a time moment t; mathematical analysis of the obtained relationships by parameterization and statistical analysis of the obtained kinetic parameters.
新建建筑氨排放率的数学建模
近几十年来,整体式住宅建设的快速增长造成了新建建筑内氨污染的问题。缺乏旨在最大限度减少氨排放的切实可行的预防措施,阻碍了新住宅楼的试运行,并可能造成不利的卫生流行病学状况,对公众健康产生明显的嗅觉反射和刺激性影响。这项研究的目的是开发一种有科学依据的方法来预测混凝土建筑排放的氨浓度何时会达到新建建筑中受污染房屋内空气中的允许水平。氨排放量是根据实验室测试的数据估计的,这些测试包括分析圣彼得堡和列宁格勒地区的室内空气样本。对4栋新建住宅楼的室内空气进行了分析(165栋,57个测试方案,893个空气样本进行了测试,以确定其中的氨)。通过回归分析(回归方程,最小二乘法)获得氨浓度变化与通气时间之间的关系。为了确定结果的再现性和比较它们的可能性,我们使用Fisher标准测试了方差的同质性。如果数据符合正态分布(Kolmogorov–Smirnov检验,Shapiro–Wilks检验),则将抽样人群与Student的t检验进行比较。在所有统计比较中,临界显著性取0.05。我们开发了一种方法来预测由于建筑材料的多日排放而导致新建建筑内室内空气中氨浓度何时达到允许水平。该方法包括在时间段t内的任何一天的测量中,在新建建筑内的每个场所中连续多日测量氨浓度(y,mg/m3);建立平均氨浓度(yav,mg/m3)和时刻t之间的关系;通过参数化获得的关系的数学分析和获得的动力学参数的统计分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Health Risk Analysis
Health Risk Analysis Medicine-Health Policy
CiteScore
1.30
自引率
0.00%
发文量
38
审稿时长
20 weeks
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