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Mathematical modeling and control of pollutant dynamics in indoor air

机译:室内空气污染物动态的数学建模与控制

摘要

To assess the total human-health and material-damage risks associated with air-pollutant exposure, the concentrations and fates of pollutants in indoor atmospheres must be understood. Three observations reinforce this point: (1) concentrations of many pollutants are commonly higher in indoor air than in outdoor air, (2) in many countries, people spend more time indoors than outside; and (3) many of the most precious material possessions of society are kept indoors. In this thesis, mathematical models are developed as tools to improve the understanding of pollutant dynamics in indoor air. These tools are applied to the problem of protecting works of art from damage due to air pollutant exposure, particularly for the purpose of understanding how to control soiling due to airborne particle deposition.A deterministic mathematical model first is formulated to describe the time-dependent concentrations of chemically reactive gases and airborne particles in indoor air, then implemented as a computer program. Using a flexible, multichamber description of a building, the model accounts for the effects of ventilation, filtration, deposition onto surfaces, and direct emission for all pollutants. In addition, the influence of homogeneous photolytic and thermal chemical reactions is computed for gases that are present in the photochemical smog system. The model is capable of determining the chemical composition and size distribution of indoor aerosols, accounting for the effect of coagulation in addition to the processes itemized above. The model computes the fate of pollutants in indoor air, determining the absolute strengths of the sources and sinks for each species.To permit the simulation of soiling problems, modeling calculations for the deposition of particles and other pollutants onto surfaces are particularly detailed. Equations that predict the rate of pollutant deposition onto indoor surfaces are developed, accounting for the effects of advection, diffusion, and, for particles, gravitational settling and thermophoresis. Three air flow regimes are analyzed: natural convection induced by a temperature difference between the surface and the nearby air, forced laminar flow parallel to a surface, and homogeneous turbulence in the core of the room. The analysis of a vertical isothermal flat plate in natural convection flow shows that, for this flow regime, thermophoresis is an important particle transport process within the boundary layer adjacent to the surface, effectively repelling particles larger than approximately 0.1 µm in diameter if the surface is even a few degrees K warmer than the nearby air.To test model performance, and to investigate the dynamic behavior of indoor pollutants, the model is applied to several indoor air quality problems. In one case, modeling predictions are made of pollutant concentrations in a museum gallery in Southern California into which photochemical smog is introduced by the ventilation system. Good agreement is obtained between measured and modeled concentrations of NO, NO[2] and O[3]. The model predicts substantial production of several species, including HNO[2], HNO[3], NO[3], and N[2]O[5], due to chemical reaction within the museum atmosphere. The aerosol mechanics aspects are tested by applying the model to the problem of predicting the evolution of the aerosol size distribution following combustion of a cigarette in a single room having a low air-exchange rate, and good agreement is found between model predictions and measured values.The completed indoor air quality model next is used to evaluate the soiling hazard to art objects in museums resulting from the deposition of particles containing elemental carbon (soot) or soil dust. Time-resolved measurements of the indoor and outdoor aerosol size distribution in three Southern California museums are reported. Model predictions of indoor aerosol characteristics based on measured outdoor aerosol characteristics and data on building dynamics agree well with measurements. The predictions also show that generally less than 1% of the fine particles (0.05-2 µm in diameter) entering the museums deposit onto the walls. Nevertheless, deposition calculations indicate that, at the rates determined for the study days, elemental carbon (soot) particles would accumulate on vertical surfaces in the museums at a rate sufficient to yield perceptible soiling in characteristic times of 1-40 years, depending on the museum studied. These are very short periods, considering that many art objects are to be preserved indefinitely.To test the accuracy of the particle deposition calculations, model predictions are made of the annual mean deposition velocity of particles onto the walls of five Southern California museums, using the results of short-term monitoring of near-wall air velocities and long-term monitoring of surface-air temperature differences. The predictions are compared against the results of measurements in these museums of the deposition velocities of sulfates and of fine particles. The modeling and measurement results generally concur, revealing that the deposition velocities for a given particle size vary by a factor of as much as 30 among the sites studied, with the lowest values associated with laminar forced flow adjacent to the building walls, and highest values found in museums where deposition is driven by turbulence in the core of the room.Methods for reducing the soiling rate of objects displayed in museums are identified and include the following: (1) reducing the rate of supply of outdoor air into the building; (2) increasing the effectiveness of particle filtration; (3) altering the air flow conditions within the building to reduce the particle deposition velocity onto surfaces of concern; (4) placing objects within display cases or framing objects behind glass; (5) managing the building site to achieve low outdoor concentrations; and (6) eliminating indoor particle sources. The mathematical model of indoor aerosol dynamics is combined with experimental data collected at an historic museum in Southern California to determine the potential effectiveness of these control measures. According to model results, with careful design of control measures the soiling rate can be reduced by at least two orders of magnitude, thereby extending to periods of a century or more the time before noticeable soiling will occur.
机译:为了评估与暴露于空气污染物有关的总体人类健康和物质损害风险,必须了解室内大气中污染物的浓度和命运。三个观察结果进一步证明了这一点:(1)室内空气中许多污染物的浓度通常高于室外空气;(2)在许多国家/地区,人们在室内的时间比在室外的时间更长; (3)许多社会上最宝贵的财产都放在室内。在本文中,开发了数学模型作为工具,以增进对室内空气中污染物动力学的理解。这些工具适用于保护艺术品免受空气污染物暴露造成的损害的问题,尤其是为了了解如何控制由于空气中颗粒物沉积而引起的污染。首先建立确定性数学模型来描述随时间变化的浓度对室内空气中的化学反应性气体和空气中的颗粒进行分析,然后将其作为计算机程序实施。该模型使用灵活的多室建筑物描述来说明通风,过滤,沉积在表面以及直接排放所有污染物的影响。另外,针对存在于光化学烟雾系统中的气体,计算了均相的光解反应和热化学反应的影响。该模型能够确定室内气雾剂的化学成分和尺寸分布,并考虑到凝结的影响以及上述各项过程。该模型计算室内空气中污染物的结局,确定每种物种的源和汇的绝对强度,为模拟污染问题,特别详细地描述了将颗粒和其他污染物沉积在表面上的模型计算。建立了预测污染物在室内表面沉积速率的方程式,其中考虑了对流,扩散的影响,并考虑了颗粒的重力沉降和热泳。分析了三种气流状态:表面与附近空气之间的温差引起的自然对流,平行于表面的强制层流以及房间核心的均匀湍流。对自然对流中垂直等温平板的分析表明,对于这种流动方式,热泳是与表面相邻的边界层内重要的颗粒传输过程,如果表面直径大于0.1 µm,则有效排斥颗粒为了测试模型的性能并研究室内污染物的动态行为,该模型被应用于多个室内空气质量问题。在一种情况下,对在南加州博物馆美术馆中污染物浓度进行建模预测,通风系统将光化学烟雾引入其中。在NO,NO [2]和O [3]的测量浓度和模型浓度之间取得了良好的一致性。该模型预测由于博物馆气氛内的化学反应,包括HNO [2],HNO [3],NO [3]和N [2] O [5]在内的几种物种的大量生产。通过将模型应用于预测在空气交换率较低的单个房间中香烟燃烧后烟气尺寸分布演变的问题来测试气溶胶力学方面,并且在模型预测和测量值之间发现了很好的一致性接下来,将使用完整的室内空气质量模型来评估博物馆中由于含有元素碳(烟灰)或土壤尘埃的颗粒沉积而对艺术品造成的污染危害。据报道,南加州的三个博物馆对室内和室外气溶胶的大小分布进行了时间分辨测量。基于测得的室外气溶胶特性和建筑物动力学数据的室内气溶胶特性模型预测与测量结果非常吻合。预测还表明,进入博物馆的细小颗粒(直径0.05-2 µm)通常不到1%沉积在墙壁上。然而,沉积计算表明,以研究日确定的速率,元素碳(烟灰)颗粒将以足以在1-40年的特征时间内产生可察觉的污垢的速率积聚在博物馆的垂直表面上,具体取决于博物馆研究。考虑到要无限期地保存许多艺术品,这些时间非常短。为了测试颗粒沉积计算的准确性,对颗粒在南加州五个博物馆的墙上的年平均沉积速度进行了模型预测。,使用短期监测近壁空气速度和长期监测地表空气温度差异的结果。将这些预测与这些博物馆中硫酸盐和细颗粒的沉积速度的测量结果进行比较。建模和测量结果通常是一致的,这表明在研究的位置中,给定粒径的沉积速度相差多达30倍,最低值与邻近建筑物墙的层流强迫流有关,而最高值可以找到减少博物馆陈列的物品被污染的方法,这些方法包括以下几种:(1)减少室外空气进入建筑物的速度; (2)提高颗粒过滤的效率; (3)改变建筑物内的空气流动条件,以降低颗粒在相关表面上的沉积速度; (4)将物品放在展示柜内或将物品框在玻璃后面; (5)管理建筑工地以达到室外低浓度; (6)消除室内颗粒物源。室内气溶胶动力学的数学模型与在南加州历史博物馆收集的实验数据相结合,以确定这些控制措施的潜在有效性。根据模型结果,通过精心设计的控制措施,可以将污染率降低至少两个数量级,从而延长一个世纪或更长时间,直到出现明显的污染为止。

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    Nazaroff W. W.;

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  • 年度 1989
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