Environmental and health effects of ventilation in subway stations: a literature review

Y Wen, J Leng, X Shen, G Han, L Sun, F Yu - International journal of …, 2020 - mdpi.com
Environmental health in subway stations, a typical type of urban underground space, is
becoming increasingly important. Ventilation is the principal measure for optimizing the …

A review on characteristics and mitigation strategies of indoor air quality in underground subway stations

J Yang, X Fan, H Zhang, W Zheng, T Ye - Science of The Total Environment, 2023 - Elsevier
Due to the rapidly increasing ridership and the relatively enclosed underground space, the
indoor air quality (IAQ) in underground subway stations (USSs) has attracted more public …

A review on indoor and outdoor factors affecting the level of particulate matter in classrooms of elementary schools

YS Son - Journal of Building Engineering, 2023 - Elsevier
For the past 20 years, particulate matter (PM) pollution has been a national concern in South
Korea. In particular, indoor PM concentrations may contribute significantly to human …

A deep reinforcement learning-based autonomous ventilation control system for smart indoor air quality management in a subway station

SK Heo, KJ Nam, J Loy-Benitez, Q Li, SC Lee… - Energy and …, 2019 - Elsevier
Mechanical ventilation has been widely implemented to alleviate poor indoor air quality
(IAQ) in confined underground public facilities. However, due to time-varying IAQ properties …

Imputing missing indoor air quality data via variational convolutional autoencoders: Implications for ventilation management of subway metro systems

J Loy-Benitez, SK Heo, CK Yoo - Building and Environment, 2020 - Elsevier
Missing data represents a common problem in environmental and building-related
processes, especially in the indoor air quality (IAQ) system of subway stations, where the …

Environmental standards for healthy ventilation in metros: Status, problems and prospects

J Leng, Y Wen - Energy and Buildings, 2021 - Elsevier
The metro is an indispensable transportation system in big cities and the primary commuting
method for city residents. Ventilation primarily controls metro environmental health. The …

AI-driven ventilation control policy proximal optimization coupled with dynamic-informed real-time model calibration for healthy and sustainable indoor PM2. 5 …

CH Jeong, SK Heo, TY Woo, SY Kim, CK Yoo - Energy and Buildings, 2024 - Elsevier
Indoor air quality (IAQ) is an important factor for determining quality of life and urban
sustainability. In underground subway stations, improving IAQ through ventilation systems …

Theoretical modeling of piston wind induced by multiple trains in longitudinal tunnel

M Liu, H Zhang, C Zhu, W Zheng, S You - Sustainable Cities and Society, 2020 - Elsevier
With the development of the society, train travels in underground, mountain, and undersea
tunnels are common public-transportation scenarios. Relative research such as ventilation …

Influence of train arrival characteristics on unorganized ventilation in underground subway station with platform screen doors

M Hu, M Liu, D You, Y Zhang - Journal of Wind Engineering and Industrial …, 2020 - Elsevier
Unorganized ventilation significantly increases the energy consumption of subway stations.
Many factors affect unorganized ventilation, and its variation is still not clear. This study …

A review of traditional and advanced technologies for the removal of particulate matter in subway systems

JH Park, YS Son, KH Kim - Indoor Air, 2019 - Wiley Online Library
The pollution status of particulate matter (PM) in a subway system and technological trends
in their reduction were discussed in this study. The levels of PM2. 5 and PM10 are generally …