Feasibility analysis for control of bioaerosol concentration at indoor corner via airflow from ventilation outlet with energy optimization

An indoor corner may provide a relatively comfortable environment for bioaerosol growth and propagation, resulting in an increase in health risks for the resident. This paper presents a feasibility analysis for control of bioaerosol concentration at an indoor corner, defined as the area around ceili...

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Main Authors: Zhang, Xingyu, Li, Hua
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/161168
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1611682022-08-17T05:14:05Z Feasibility analysis for control of bioaerosol concentration at indoor corner via airflow from ventilation outlet with energy optimization Zhang, Xingyu Li, Hua School of Mechanical and Aerospace Engineering Engineering::Mechanical engineering Bioaerosol Concentration Management Indoor Corner An indoor corner may provide a relatively comfortable environment for bioaerosol growth and propagation, resulting in an increase in health risks for the resident. This paper presents a feasibility analysis for control of bioaerosol concentration at an indoor corner, defined as the area around ceiling edges, through airflow from ventilation outlet with optimized energy consumption. For the proposed approach, a gas-particle flow model with a chaotic moving vortex is developed to simulate the bioaerosol movement at an indoor corner via the Eulerian-Lagrangian method. In this model, the flowrate of the inlet fresh or air-conditioned air is tuned by a flowrate controller, which is installed at ventilation outlet or inside ventilation duct, in order to control the vortex trajectory. A residual concentration is defined as the ratio of the residual number of densely released particles at the corner to the area of the corner, in order to indicate the probability of bioaerosol movement, which is released sparsely and randomly by a microorganism in a real-world situation. The control strategies are then developed to optimize residual bioaerosol concentration and energy consumption by the orthogonal scheme. Based on the simulation results, a small variation of the airflow rate from the ventilation outlet contributes to reducing the residual concentration of bioaerosols that are originally released from the corner, or to increasing the residual concentration of detergents that are released from the ventilation outlet. It is thus concluded that a Pulse Width Modulation controller, with low amplitude, proper duty factor, period and time delay, is more energy efficient to improve the local indoor air quality. Nanyang Technological University The authors gratefully acknowledge the financial support from NTU Research Scholarships. 2022-08-17T05:14:05Z 2022-08-17T05:14:05Z 2020 Journal Article Zhang, X. & Li, H. (2020). Feasibility analysis for control of bioaerosol concentration at indoor corner via airflow from ventilation outlet with energy optimization. Journal of Cleaner Production, 248, 119289-. https://dx.doi.org/10.1016/j.jclepro.2019.119289 0959-6526 https://hdl.handle.net/10356/161168 10.1016/j.jclepro.2019.119289 2-s2.0-85077747466 248 119289 en Journal of Cleaner Production © 2019 Elsevier Ltd. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering
Bioaerosol Concentration Management
Indoor Corner
spellingShingle Engineering::Mechanical engineering
Bioaerosol Concentration Management
Indoor Corner
Zhang, Xingyu
Li, Hua
Feasibility analysis for control of bioaerosol concentration at indoor corner via airflow from ventilation outlet with energy optimization
description An indoor corner may provide a relatively comfortable environment for bioaerosol growth and propagation, resulting in an increase in health risks for the resident. This paper presents a feasibility analysis for control of bioaerosol concentration at an indoor corner, defined as the area around ceiling edges, through airflow from ventilation outlet with optimized energy consumption. For the proposed approach, a gas-particle flow model with a chaotic moving vortex is developed to simulate the bioaerosol movement at an indoor corner via the Eulerian-Lagrangian method. In this model, the flowrate of the inlet fresh or air-conditioned air is tuned by a flowrate controller, which is installed at ventilation outlet or inside ventilation duct, in order to control the vortex trajectory. A residual concentration is defined as the ratio of the residual number of densely released particles at the corner to the area of the corner, in order to indicate the probability of bioaerosol movement, which is released sparsely and randomly by a microorganism in a real-world situation. The control strategies are then developed to optimize residual bioaerosol concentration and energy consumption by the orthogonal scheme. Based on the simulation results, a small variation of the airflow rate from the ventilation outlet contributes to reducing the residual concentration of bioaerosols that are originally released from the corner, or to increasing the residual concentration of detergents that are released from the ventilation outlet. It is thus concluded that a Pulse Width Modulation controller, with low amplitude, proper duty factor, period and time delay, is more energy efficient to improve the local indoor air quality.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Zhang, Xingyu
Li, Hua
format Article
author Zhang, Xingyu
Li, Hua
author_sort Zhang, Xingyu
title Feasibility analysis for control of bioaerosol concentration at indoor corner via airflow from ventilation outlet with energy optimization
title_short Feasibility analysis for control of bioaerosol concentration at indoor corner via airflow from ventilation outlet with energy optimization
title_full Feasibility analysis for control of bioaerosol concentration at indoor corner via airflow from ventilation outlet with energy optimization
title_fullStr Feasibility analysis for control of bioaerosol concentration at indoor corner via airflow from ventilation outlet with energy optimization
title_full_unstemmed Feasibility analysis for control of bioaerosol concentration at indoor corner via airflow from ventilation outlet with energy optimization
title_sort feasibility analysis for control of bioaerosol concentration at indoor corner via airflow from ventilation outlet with energy optimization
publishDate 2022
url https://hdl.handle.net/10356/161168
_version_ 1743119541402075136