Article
Chemistry, Physical
Alexandru Enesca, Viorel Sisman
Summary: A titania-free heterostructure based on CuS/SnO2/WO3 was prepared using a sol-gel method and exhibited superior photocatalytic activity in removing acetaldehyde and formaldehyde. The heterostructure showed stable performance and generated oxidative species through a Z-scheme mechanism for VOC removal.
Article
Construction & Building Technology
Roohollah Rostami, Mohammad Ebrahimi Kalan, Hamid Reza Ghaffari, Behzad Saranjam, Kenneth D. Ward, Hassan Ghobadi, Yusef Poureshgh, Mehdi Fazlzadeh
Summary: The study found that concentrations of heavy metals in the indoor air of waterpipe cafes were higher than indoor air guidelines, but did not exceed workplace limit levels. Both smokers and employees faced certain risks of cancer and health hazards from inhaling heavy metals. Waterpipe smoking was identified as the main source of heavy metals in the indoor air of waterpipe cafes.
BUILDING AND ENVIRONMENT
(2021)
Article
Environmental Sciences
Songjun Guo
Summary: The study conducted in the roadside air of Nanning revealed that formaldehyde, acetaldehyde, and acetone in urban areas have similar sources and are mainly influenced by positive photochemical production from hydrocarbons, with enrichment observed in the early afternoon. In addition, the observed delta 13C values were in agreement with the forecasted range, confirming the positive production of carbonyls in the roadside air. The isotopic evidence provided further insight into the dominance of photochemical productions in ambient carbonyls.
Article
Construction & Building Technology
Jeong-In Jeon, Hye-Won Lee, Si-Hyun Park, Dan-Ki Yoon, Jeong-Il Lee, Cheol-Min Lee
Summary: This study proposes an organic film-based method to assess semivolatile organic compound (SVOC) exposure in indoor environments. Various phthalate exposure pathways were examined in children and adults, and the findings provide important baseline data for future research in health risk assessments and SVOC exposure utilizing organic films.
Article
Environmental Sciences
Gayatri Sankaran, Sze Tat Tan, Joanna Shen, Ramona Gutierrez, Lee Ching Ng, Shuzhen Sim
Summary: This study assessed the indoor air quality (IAQ) risk in 100 air-conditioned small business units in Singapore's shophouses. The majority of the units had high levels of volatile organic compounds (VOCs), formaldehyde, carbon dioxide (CO2), and carbon monoxide (CO), with nail salons exhibiting the highest pollution levels. Improving ventilation and using low-emission products could enhance the IAQ in these small business units.
ATMOSPHERIC ENVIRONMENT
(2023)
Article
Chemistry, Physical
Shaoqing Sun, Kumar Vikrant, Swati Verma, Danil W. Boukhvalov, Ki-Hyun Kim
Summary: Developing high-performance air purifiers for removing carcinogenic volatile organic compounds, such as formaldehyde, from indoor air is of great practical interest. A portable air purifier system was designed using honeycomb ceramic filters loaded with diaminopropane-appended activated carbon. The system showed high removal efficiencies against formaldehyde, with the best performance achieved using 30% DAP/AC. However, the removal efficiency decreased with an increase in relative humidity. The clean air delivery rate of the system reached a high value, and isotherm analysis demonstrated the complex adsorption behavior of formaldehyde. The superior adsorption properties of DAP/AC can be attributed to both covalent and non-covalent interactions.
JOURNAL OF COLLOID AND INTERFACE SCIENCE
(2024)
Article
Chemistry, Physical
Wen-Cheng Shao, Haoyang Wu, Angus Shiue, Chao-Heng Tseng, Yu-Wen Wang, Chen-Fu Hsu, Graham Leggett
Summary: The study examines the use of chitosan-treated air conditioning filters as eco-friendly absorbents for removing indoor formaldehyde, showing significant potential for reducing indoor formaldehyde concentration and associated carcinogenic risk. Increasing the amount of chitosan applied to the filter substrate improves the efficacy of the absorbent and further reduces the health risks.
CHEMICAL PHYSICS LETTERS
(2021)
Article
Construction & Building Technology
Lu Li, Wenting Dai, Minxia Shen, Xinyi Niu, Tafeng Hu, Jing Duan, Junji Cao, Zhenxing Shen, Kin Fai Ho, Jianjun Li
Summary: Carbonyl compounds in indoor air pose a significant threat to health, and the impact of high-molecular-weight compounds has been underestimated. Indoor carbonyl concentrations were 1.4-3.4 times higher than outdoor concentrations, with higher levels during the heating season. Building materials, cooking fume, and wooden furniture were identified as major sources of indoor carbonyl pollution, and high-molecular-weight compounds were the primary contributors to indoor odor pollution.
Article
Construction & Building Technology
Guillaume Karr, Etienne Quivet, Martine Ramel, Melanie Nicolas
Summary: The study found that noncombustible air fresheners may cause indoor air pollution and associated health risks, mainly influenced by volatile organic compounds, carbonyls, and fine particles. In worst-case usage scenarios, chronic exposure may exceed health reference standards. Reduction in emissions from high-emissivity products is necessary to decrease exposure levels.
Article
Engineering, Environmental
Busuyi O. Adebayo, Jacob Trautman, Qasim Al-Naddaf, Ali A. Rownaghi, Fateme Rezaei
Summary: This study reports the incorporation of mixed-metal oxides (MMOs) into latex paints for permanent trapping of indoor formaldehyde. Si/Zr-latex paints outperformed Si/Ti counterparts under different operating conditions, but performance could decrease over excessive loading.
ENVIRONMENTAL SCIENCE & TECHNOLOGY
(2021)
Article
Engineering, Environmental
HyunJeong Jung, SeHyeok Kim, KeunCheol Yoo, JaeHwan Lee
Summary: The study validated analytical methods for evaluating harmful chemicals acetaldehyde and formaldehyde in different matrices. Results showed that the contents of these chemicals varied in different types of food during the cooking process.
JOURNAL OF HAZARDOUS MATERIALS
(2021)
Article
Environmental Sciences
Jian Li, Jiaochan Zhong, Qinghui Liu, Hang Yang, Zhiyu Wang, Yan Li, Weichuan Zhang, Igor Agranovski
Summary: Spider plants are commonly known for their ability to purify indoor air by absorbing hazardous gases like carbon monoxide and formaldehyde. This study focused on investigating their formaldehyde purification capacity under controlled laboratory conditions, finding that most plants recovered within 15 days but the efficiency decreased gradually after recovery.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
(2021)
Article
Environmental Sciences
Tianqi Jia, Lirong Gao, Wenbin Liu, Bobo Guo, Yunchen He, Xiaotian Xu, Tianao Mao, Jinglin Deng, Da Li, Fang Tao, Wenwen Wang
Summary: Analysis of AC filter dust can reveal OPE pollution in indoor environments. This study analyzed samples from six indoor environments and found that OPEs are the main pollutants, with high concentrations in AC filter dust. The study also showed the transfer of OPEs from dust to air and the need for timely removal of AC filter dust to prevent re-release and health risks. The findings contribute to a comprehensive understanding of OPEs in indoor environments.
ENVIRONMENTAL POLLUTION
(2023)
Article
Chemistry, Physical
Alexandru Enesca, Luminita Isac
Summary: The article discusses the development and photocatalytic activity of two heterostructures (Cu2S/WO3 and Cu2S/SnO2) for indoor air decontamination. The highest photocatalytic efficiency was found in Cu2S/SnO2, with a faster reaction rate compared to other catalysts.
Article
Multidisciplinary Sciences
Yun Lu, Sujun Guan, Liang Hao, Hiroyuki Yoshida, Shohei Nakada, Taisei Takizawa, Takaomi Itoi
Summary: The study found that a coating primarily composed of titanium dioxide (TiO2) has significant inactivation effects on both SARS-CoV-2 and influenza viruses, while effectively degrading harmful substances such as acetaldehyde and formaldehyde. This discovery is of great importance for curbing the spread of the pandemic and creating safe working environments.
SCIENTIFIC REPORTS
(2022)
Article
Chemistry, Analytical
Ali Azari, Ramin Nabizadeh, Amir Hossein Mahvi, Simin Nasseri
Summary: In this study, the removal of dye ADMI from raw textile wastewater was investigated using magnetic multi-walled carbon nanotubes-loaded alginate. The key factors, including pH, adsorbent dose, and contact time, were optimized using response surface methodology-based central composite face-centred design. The adsorbents were characterized using various techniques. The developed model fit well with the experimental data, and under the optimized conditions, a high removal efficiency and ADMI adsorption capacity were achieved. The adsorption process was found to be monolayer and chemical in nature. The adsorption mechanism could be explained by the presence of negatively charged carboxyl and hydroxyl groups on the surface of the adsorbent.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL ANALYTICAL CHEMISTRY
(2023)
Article
Chemistry, Analytical
Asghar Hamzezadeh, Mehdi Fazlzadeh, Kourosh Rahmani, Yousef Poureshgh
Summary: Green synthesised nanoparticles were used to activate persulphate and degrade metronidazole. The removal efficiency of the process for MTZ degradation was found to be 90.3% under optimal conditions. LC-MS analysis showed the presence of 7 by-products with reduced toxicity in the reactor outputs.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL ANALYTICAL CHEMISTRY
(2023)
Article
Engineering, Environmental
Abdullah Barkhordari, Marcelo I. Guzman, Gholamreza Ebrahimzadeh, Armin Sorooshian, Mahdieh Delikhoon, Mehdi Jamshidi Rastani, Somayeh Golbaz, Mehdi Fazlzadeh, Ramin Nabizadeh, Abbas Norouzian Baghani
Summary: Solid waste components can be recycled in waste paper and cardboard sorting plants through a multistep process. Examining the concentration and size fraction of particulate matter in these plants is essential for informing policy makers about the potential health impacts on workers.
Review
Environmental Sciences
Salah Azizi, Mohammad Hadi Dehghani, Kazem Naddafi, Ramin Nabizadeh, Masud Yunesian
Summary: This systematic review investigates the relationship between exposure concentrations of organophosphate esters (OPEs) in outdoor air and health risks, as well as correlations between OPE compounds in emission sources. The review identified 46 relevant studies and found that TCIPP, TMPP, TiBP, TPHP, and TCEP had the highest concentrations of OPEs overall. Principal component analysis revealed that F1 and F2 accounted for 49.81% of the cumulative contribution. The EDI values showed that TCEP, TCIPP, and TMPP posed the highest non-carcinogenic risks, and TCEP and TMPP had the highest carcinogenic risk values.
ENVIRONMENTAL POLLUTION
(2023)
Article
Environmental Sciences
Somayeh Golbaz, Mirzaman Zamanzadeh, Kamyar Yaghmaeian, Ramin Nabizadeh, Nushin Rastkari, Hadi Esfahani
Summary: This study evaluated the occurrence of psychiatric drugs in a wastewater treatment plant in Tehran, and found that their concentrations varied during the treatment process, potentially posing risks to the environment and ecology.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
(2023)
Article
Engineering, Environmental
Parisa Dargahi, Simin Nasseri, Mahdi Hadi, Ramin Nabizadeh Nodehi, Amir Hossein Mahvi
Summary: This study applied multiple linear regression (MLR) techniques to predict groundwater quality in Kermanshah province, Iran. It found strong positive correlations between total dissolved solids (TDS), total hardness (TH), sodium adsorption ratio (SAR) and groundwater quality. The MLR model can serve as a cost-effective tool for predicting groundwater quality.
JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE AND ENGINEERING
(2023)
Review
Medicine, General & Internal
Ali Abedi, Hassan Ghobadi, Afshan Sharghi, Sohrab Iranpour, Mehdi Fazlzadeh, Mohammad Reza Aslani
Summary: This study conducted a systematic review and meta-analysis to evaluate the effectiveness of saffron supplementation on oxidative stress markers. The results showed that saffron consumption significantly reduced MDA and TOS levels, while increasing TAC and GPx levels.
FRONTIERS IN MEDICINE
(2023)
Article
Environmental Sciences
Marzieh Mahmoodi, Hossein Arfaeinia, Mehdi Fazlzadeh, Farshid Soleimani, Mohammad Reza Samaei, Leila Arfaeinia, Seyedeh Fatemeh Hosseini, Mohsen Omidvar, Masoud Mohamadi Baghmollaie
Summary: The present research aimed to assess the urinary levels of potentially toxic elements (PTEs) in female beauticians and its correlation with oxidative stress/inflammation and kidney injury. The results showed that the urinary levels of PTEs biomarkers were significantly higher in women occupationally exposed to cosmetics compared to the control group. The biomarker levels of arsenic (As) and cadmium (Cd) were positively and significantly associated with kidney damages.
SCIENCE OF THE TOTAL ENVIRONMENT
(2023)
Article
Energy & Fuels
Hossein Abdoallahzadeh, Yousef Rashtbari, Juliana Heloisa Pine Americo-Pinheiro, Ali Azari, Shirin Afshin, Mehdi Fazlzadeh, Yousef Poureshgh
Summary: Catalytic ozonation using local montmorillonite as a catalyst is an efficient method for the removal of fulvic acid from water. The performance of the process increases with increasing contact time, pH, and catalyst dosage, and decreasing initial pollutant concentration. The green montmorillonite showed better efficiency compared to the red montmorillonite under specific conditions.
BIOMASS CONVERSION AND BIOREFINERY
(2023)
Review
Multidisciplinary Sciences
Nahid Azizi, Meghdad Pirsaheb, Neamat Jaafarzadeh, Ramin Nabizadeh Nodehi
Summary: The present study conducted a systematic review to find relevant research articles and carried out experimental research to investigate the removal of microplastics by coagulation. The experiment analyzed the differences in removal efficiencies of different microplastics and coagulants. The results showed that the removal efficiency varied significantly among different microplastics and the most suitable coagulant was alum (Al(OH)3).
Article
Public, Environmental & Occupational Health
Telma Zahirian Moghadam, Hamed Zandian, Mehdi Fazlzadeh, Mohammad Ebrahimi Kalan, Farhad Pourfarzi
Summary: This study investigated the prevalence of waterpipe tobacco smoking (WTS) among Iranian adults and explored socioeconomic inequalities associated with this culturally-rooted smoking practice. The results showed a higher prevalence of WTS among younger adults, men, smokers, obese individuals, and those with higher socioeconomic status. Thus, targeted interventions are needed to reduce the prevalence of WTS among high-income communities.
Article
Materials Science, Paper & Wood
Mohammad Rezvani Ghalhari, Daryoush Sanaei, Ramin Nabizadeh, Amir Hossein Mahvi
Summary: This study describes a novel and environmentally friendly method for producing natural cellulose-based metal oxide nanoparticle hydrogel beads, and evaluates their ability to remove acid red 18 from aqueous solution. The results show that these hydrogel beads have high removal efficiency.
Review
Environmental Sciences
Soleiman Ramezanifar, Afsane Azimian, Elahe Khadiv, Seyed Husein Naziri, Noradin Gharari, Mehdi Fazlzadeh
Summary: Today, many health problems related to work have emerged, particularly due to para-occupational exposure to chemicals. By reviewing relevant articles from various databases, this systematic review examined the extent and impact of para-occupational exposure on workers and their families. The results revealed the routes of contamination transmission and the adverse health effects associated with para-occupational exposure to pesticides and metals.
REVIEWS ON ENVIRONMENTAL HEALTH
(2023)
Article
Environmental Sciences
Mohsen Abbasi-Kangevari, Mohammad-Reza Malekpour, Masoud Masinaei, Sahar Saeedi Moghaddam, Seyyed-Hadi Ghamari, Zeinab Abbasi-Kangevari, Negar Rezaei, Nazila Rezaei, Ali H. Mokdad, Mohsen Naghavi, Bagher Larijani, Farshad Farzadfar, Christopher J. L. Murray
Summary: This study investigates the impact of high ambient particulate matter (PM2.5) and ozone air pollution on disease burden, mortality, and life expectancy in the North Africa and the Middle East super-region. The findings highlight the significant health risks posed by air pollution, particularly PM2.5 pollution. Therefore, concerted efforts from governments and public health authorities are needed to address this important threat to population health.
LANCET PLANETARY HEALTH
(2023)
Article
Public, Environmental & Occupational Health
Nahid Shahabi, Hesamaddin Kamalzadeh Takhti, Mehdi Hassani Azad, Roghayeh Ezati Rad, Hamid Reza Ghaffari, Shokrollah Mohseni, Teamur Aghamolaei, Fatemeh Norozian
Summary: The study found that participants in Hormozgan province had relatively good levels of knowledge, positive attitudes, and good practices regarding COVID-19.
JOURNAL OF PUBLIC HEALTH-HEIDELBERG
(2022)
Article
Construction & Building Technology
Parth Bansal, Steven Jige Quan
Summary: This study investigates the relationship between urban form and canopy layer urban heat island (CUHI) using a relatively large sample of microclimate sensors in Seoul, Korea. The study compares different statistical models and finds that the spatially explicit gradient boosting decision tree (GBDT) model has the highest accuracy. The study also shows that the effect of urban form on CUHI varies at different time instances during the day. These findings provide valuable insights for planners to understand the complexity of urban climate and reduce CUHI magnitude.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Miaomiao Liu, Salah Almazmumi, Pinlu Cao, Carlos Jimenez-bescos, John Kaiser Calautit
Summary: Windcatchers provide effective low-energy ventilation and summer passive cooling in temperate climates. However, their use in winter is limited due to significant ventilation heat loss and potential discomfort. This study evaluates the applicability of windcatchers in low-temperature conditions, highlighting the need for control strategies to reduce over-ventilation and the integration of heat recovery or thermal storage to enhance winter thermal conditions.
BUILDING AND ENVIRONMENT
(2024)
Review
Construction & Building Technology
Behrouz Nourozi, Aneta Wierzbicka, Runming Yao, Sasan Sadrizadeh
Summary: This article presents a systematic review of ventilation solutions in hospital wards, aiming to enhance pathogen removal performance while maintaining patient and healthcare staff comfort using air-cleaning techniques. The study reveals the importance of proper ventilation systems in reducing infection risk and adverse effects of cross-contamination.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Zhen Yang, Weirong Zhang, Hongkai Liu, Weijia Zhang, Mingyuan Qin
Summary: The study examines the influence of personalized local heating on the thermal comfort of occupants in old residential buildings. The findings reveal that personalized local heating can increase the overall thermal sensation of occupants, but only a few methods are effective in enhancing thermal comfort. The chosen heating methods and background temperature affect the participants' selection of heating parts.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Hong Cheng, Dan Norback, Huilin Zhang, Liu Yang, Baizhan Li, Yinping Zhang, Zhuohui Zhao, Qihong Deng, Chen Huang, Xu Yang, Chan Lu, Hua Qian, Tingting Wang, Ling Zhang, Wei Yu, Juan Wang, Xin Zhang
Summary: The home environment and sick building syndrome (SBS) symptoms in five southern Chinese cities have been studied over time. The study found a decrease in asthma prevalence and an increase in allergic rhinitis. Cockroaches, rats, mice, mosquitoes or flies were identified as consistent biological risk factors for SBS symptoms, while redecoration, buying new furniture, and traffic air pollution were identified as other risk factors.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Chaojie Xing, Zhengtao Ai, Zhiwei Liu, Cheuk Ming Mak, Hai Ming Wong
Summary: This study experimentally investigated the emission characteristics of droplets around the mouth during dental treatments. The results showed that the peak mass fraction of droplets occurs within the size range of 20 μm to 100 μm, and droplets with a diameter less than 200 μm account for over 80% of the mass fraction. The dominant emission direction of droplets is towards the dummy's head and chest, forming an approximately cone shape.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Zhijian Liu, Zhe Han, Lina Hu, Chenxing Hu, Rui Rong
Summary: This study compared the effects of different respiratory behaviors on the distribution of aerosols in a ward and the risk of infection for healthcare workers using numerical simulation. It was found that talking in the ward significantly increased aerosol concentrations, particularly short periods of talking. Wards designed with side-supply ventilation had lower overall infection risk. Talking alternately between healthcare workers and patients slightly extended the impact time of aerosols.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Yan Yan, Mengyuan Kang, Haodong Zhang, Zhiwei Lian, Xiaojun Fan, Chandra Sekhar, Pawel Wargocki, Li Lan
Summary: In a high-density city, opening windows for sleep may lead to increased indoor temperature, higher PM2.5 concentration, and noise disturbance, which can negatively impact sleep quality.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Yan Bai, Liang Liu, Kai Liu, Shuai Yu, Yifan Shen, Di Sun
Summary: This study developed a non-intrusive personal thermal comfort model using machine learning techniques combined with infrared facial recognition. The results showed that the ensemble learning models perform better than traditional models, and the broad learning model has a higher prediction precision with lower computational complexity and faster training speed compared to deep neural networks. The findings provide a reference for optimizing building thermal environments.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Yue Lei, Zeynep Duygu Tekler, Sicheng Zhan, Clayton Miller, Adrian Chong
Summary: Mixed-mode ventilation is a promising solution for achieving energy-efficient and comfortable indoor environments. This study found that occupants can thermally adapt when switching between natural ventilation (NV) and air-conditioning (AC) modes within the same day, with the adaptation process stabilizing between 35 to 45 minutes after the mode switch. These findings are important for optimizing thermal comfort in mixed-mode controls, considering the dynamic nature of thermal adaptation.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Nan Mo, Jie Han, Yingde Yin, Yelin Zhang
Summary: This study develops a method based on the LCZ framework for a comprehensive evaluation of urban-scale heat island effects, considering the impact of geographic factors on LST. The results show that Guilin's geomorphological conditions lead to abnormal heat island effects during winter, and the cooling effects of mountains and water bodies vary seasonally in different built areas, with LCZ 2 exhibiting the strongest cooling effect.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Tunga Salthammer
Summary: Monitoring the potential formaldehyde emission of wood-based materials through test chamber investigations has significantly contributed to reducing indoor formaldehyde concentrations. However, the different methodologies used in these procedures prevent direct result comparison. Empirical models for converting formaldehyde steady-state concentrations based on temperature, humidity, air change rate, and loading were developed in the 1970s and have been modified to accommodate the development of lower-emitting materials. Formaldehyde emissions from wood-based materials are complex and require nonlinear regression tools for mathematical analysis.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Katarina Stebelova, Katarina Kovacova, Zuzana Dzirbikova, Peter Hanuliak, Tomas Bacigal, Peter Hartman, Andrea Vargova, Jozef Hraska
Summary: This study investigated the impact of reduced short-wavelength light on the hormone melatonin metabolite 6-sulfatoxymelatonin (u-sMEL) and examined the association between previous day's light exposure and u-sMEL. It was found that reducing short-wavelength light during the day did not change the concentration of u-sMEL. Personal photopic illuminance was positively correlated with u-sMEL in the reference week. The illuminance had a significant impact on u-sMEL, as shown by the evaluation of the mean of all three urine samples. However, this correlation was not found in the experimental week.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Ruoxin Xiong, Ying Shi, Haoming Jing, Wei Liang, Yorie Nakahira, Pingbo Tang
Summary: This study proposes a data-model integration method to identify and calibrate uncertainties in machine learning models, leading to improved thermal perception predictions. The method utilizes the Multidimensional Association Rule Mining algorithm to identify biased human responses and enhances prediction accuracy and reliability. The study also evaluates different calibration techniques and discovers their potential in enhancing prediction reliability.
BUILDING AND ENVIRONMENT
(2024)
Article
Construction & Building Technology
Beichao Hu, Zeda Yin, Abderrachid Hamrani, Arturo Leon, Dwayne McDaniel
Summary: This paper introduces an innovative super-resolution approach to model the air flow and temperature field in the cold aisle of a data center. The proposed method reconstructs a high-fidelity flow field by using a low-fidelity flow field, significantly reducing the computational time and enabling real-time prediction.
BUILDING AND ENVIRONMENT
(2024)