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Mukherjee S, Boral S, Siddiqi H, Mishra A, Meikap BC. Present cum future of SARS-CoV-2 virus and its associated control of virus-laden air pollutants leading to potential environmental threat - A global review. JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING 2021; 9:104973. [PMID: 33462561 PMCID: PMC7805399 DOI: 10.1016/j.jece.2020.104973] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 12/06/2020] [Accepted: 12/20/2020] [Indexed: 05/05/2023]
Abstract
The world is presently infected by the biological fever of COVID-19 caused by SARS-CoV-2 virus. The present study is mainly related to the airborne transmission of novel coronavirus through airway. Similarly, our mother planet is suffering from drastic effects of air pollution. There are sufficient probabilities or evidences proven for contagious virus transmission through polluted airborne-pathway in formed aerosol molecules. The pathways and sources of spread are detailed along with the best possible green control technologies or ideas to hinder further transmission. The combined effects of such root causes and unwanted outcomes are similar in nature leading to acute cardiac arrest of our planet. To maintain environmental sustainability, the prior future of such emerging unknown biological hazardous air emissions is to be thoroughly researched. So it is high time to deal with the future of hazardous air pollution and work on its preventive measures. The lifetime of such an airborne virus continues for several hours, thus imposing severe threat even during post-lockdown phase. The world waits eagerly for the development of successful vaccination or medication but the possible outcome is quite uncertain in terms of equivalent economy distribution and biomedical availability. Thus, risk assessments are to be carried out even during the post-vaccination period with proper environmental surveillance and monitoring. The skilled techniques of disinfection, sanitization, and other viable wayouts are to be modified with time, place, and prevailing climatic conditions, handling the pandemic efficiently. A healthy atmosphere makes the earth a better place to dwell, ensuring its future lifecycle.
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Key Words
- 2019-nCoV, 2019 novel coronavirus
- ACE2, angiotensin-converting enzyme 2
- ALRI, Acute Lower Respiratory Infections
- ANN, artificial neural network
- API, air pollution index
- ASTM, American Society for Testing and Materials
- Aerosol or particulate matter
- Airborne virus
- BCG, Bacillus Calmette Guérin
- COCOREC, Collaborative Study COVID Recurrence
- COPD, Chronic Obstructive Pulmonary Disorder
- COVID-19, coronavirus disease, 2019
- CSG, Coronavirus Study Group
- CoV, Coronavirus
- Dispersion
- EPA, Environmental Protection Agency
- FCVS, filtered containment venting systems
- HEME, High-Efficiency Mist Eliminator
- ICTV, International Committee on Taxonomy of Viruses
- IHD, Ischemic Heart Disease
- ISO, International organization of Standardization
- IoT, Internet of Things
- MERS-CoV, Middle-East Respiratory Syndrome coronavirus
- NAAQS, National Ambient Air Quality Standard
- NFKB, nuclear factor kappa-light-chain-enhancer of activated B cells
- NRF2, nuclear factor erythroid 2-related factor 2
- Novel coronavirus
- PM, particulate matter
- Pathways of transmission
- Prevention and control measures
- ROS, reactive oxygen species
- SARS-CoV-2
- SARS-CoV-2, severe acute respiratory syndrome coronavirus 2
- USEPA, United States Environmental Protection Agency
- UVGI, Ultraviolet Germicidal Irradiation
- VOC, volatile organic compound
- WHO, World Health Organization
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Affiliation(s)
- Subhrajit Mukherjee
- Department of Chemical Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, West Bengal, India
| | - Soumendu Boral
- School of Bioscience, Indian Institute of Technology Kharagpur, Kharagpur 721302, West Bengal, India
| | - Hammad Siddiqi
- Department of Chemical Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, West Bengal, India
| | - Asmita Mishra
- Department of Chemical Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, West Bengal, India
| | - Bhim Charan Meikap
- Department of Chemical Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, West Bengal, India
- Department of Chemical Engineering, School of Engineering, Howard College Campus, University of Kwazulu-Natal (UKZN), King George V Avenue, Durban 4041, South Africa
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Hernández-Díaz D, Martos-Ferreira D, Hernández-Abad V, Villar-Ribera R, Tarrés Q, Rojas-Sola JI. Indoor PM2.5 removal efficiency of two different non-thermal plasma systems. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2021; 278:111515. [PMID: 33113396 DOI: 10.1016/j.jenvman.2020.111515] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Revised: 10/02/2020] [Accepted: 10/12/2020] [Indexed: 06/11/2023]
Abstract
The use of non-thermal plasma (NTP) generators in air processing systems and their duct networks to improve indoor air quality (IAQ) has grown considerably in recent years. This paper reviews the advantages and disadvantages of NTP generators for IAQ improvement in biological, chemical and particulate pollutant terms. Also, it assesses and compares the ability of a multipin corona discharge (MPCD) and a dielectric barrier discharge (DBD) generator to reduce the concentration of fine particulate matter (PM2.5) in recycled, unfiltered air in a refrigeration chamber. The MPCD generator was found to have a higher PM2.5 removal efficiency; also, it was faster in removing pollutants, used less energy, and produced much less ozone. The fact that the MPCD generator performed better was seemingly the result of its increased ion production mainly. NTP generators, however, cannot match air filtration media purifiers in this respect as the latter are much more effective in removing particles. Besides, NTP-based air purifying technology continues to be subject to a major drawback, namely: the formation of ozone as a by-product. In any case, the ozone generation was uncorrelated to ion emission when using different technologies.
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Affiliation(s)
- D Hernández-Díaz
- Serra Húnter Programme, Department of Engineering Graphics and Design, Polytechnic University of Catalonia, TR5 Campus Terrassa, 08222, Terrassa, Spain.
| | - D Martos-Ferreira
- Department of Electronics, The Salesian University School of Sarrià, Passeig Sant Joan Bosco 74, 08017, Barcelona, Spain.
| | - V Hernández-Abad
- Department of Engineering Graphics and Design, Polytechnic University of Catalonia, TR5 Campus Terrassa, 08222, Terrassa, Spain.
| | - R Villar-Ribera
- Department of Engineering Graphics and Design, Polytechnic University of Catalonia, Campus Manresa, 08242, Manresa, Spain.
| | - Q Tarrés
- LEPAMAP Group, Department of Chemical Engineering, University of Girona, 17003, Girona, Spain.
| | - J I Rojas-Sola
- Department of Engineering Graphics, Design and Projects, University of Jaén, 23071, Jaén, Spain.
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Li X, Li M, Peng Z, Zheng K, Xu L, Dong J, Ren G, Cheng P. Reaction kinetic study of nonthermal plasma continuous degradation of acetone in a closed-loop reactor. CHEMOSPHERE 2020; 249:126215. [PMID: 32088460 DOI: 10.1016/j.chemosphere.2020.126215] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 02/06/2020] [Accepted: 02/13/2020] [Indexed: 06/10/2023]
Abstract
Nonthermal plasma (NTP) degradation has been shown to be a promising method for volatile organic compounds (VOCs) removal from air. However, there have been few studies on the degradation of indoor VOCs using NTP, and even less on their reaction kinetics. In this study, NTP degradation of acetone, a representative of oxygenated VOCs, in a closed-loop reactor operating in recirculation mode was investigated. Acetone and organic by-products were characterized in real-time by proton transfer reaction time-of-flight mass spectrometry. The results showed that approximately 85.7% of the acetone degraded within 7.5 h with dielectric barrier discharge treatment at 4.3 W. Methanol, acetaldehyde, formic acid, and acetic acid were observed to be the main organic byproducts with concentrations time-dependent on the order of ppb/ppm. The concentrations of the inorganic by-products O3 and NO2 are also time-dependent and can decrease to nearly 0 after a sufficient degradation time. Based on the concentration measurement in real-time, several rate laws were used to fit the concentration variations of acetone and the organic by-products, and it was observed that they strictly followed the simple kinetic reaction rate laws: acetone followed the first-order rate law, and formic acid formation followed the one-half-order rate law, etc. This study provides a good example of characterizing NTP removal of VOCs in airtight spaces and has important theoretical and practical significance in designing a better NTP device, predicting NTP degradation reaction rate, and accelerating the practical application of NTP technology for indoor air treatment.
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Affiliation(s)
- Xueshuang Li
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China
| | - Man Li
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China
| | - Zhen Peng
- Kunshan Hexin Mass Spectrometry Technology Co., Ltd., Kunshan, 215311, China
| | - Kewen Zheng
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China.
| | - Li Xu
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China
| | - Junguo Dong
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China
| | - Guofa Ren
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China
| | - Ping Cheng
- School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China.
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Montesinos VN, Sleiman M, Cohn S, Litter MI, Destaillats H. Detection and quantification of reactive oxygen species (ROS) in indoor air. Talanta 2015; 138:20-27. [PMID: 25863366 DOI: 10.1016/j.talanta.2015.02.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Revised: 02/06/2015] [Accepted: 02/09/2015] [Indexed: 11/19/2022]
Abstract
Reactive oxygen species (ROS), such as free radicals and peroxides, are environmental trace pollutants potentially associated with asthma and airways inflammation. These compounds are often not detected in indoor air due to sampling and analytical limitations. This study developed and validated an experimental method to sample, identify and quantify ROS in indoor air using fluorescent probes. Tests were carried out simultaneously using three different probes: 2',7'-dichlorofluorescin (DCFH) to detect a broad range of ROS, Amplex ultra Red® (AuR) to detect peroxides, and terephthalic acid (TPA) to detect hydroxyl radicals (HO(•)). For each test, air samples were collected using two impingers in series kept in an ice bath, containing each 10 mL of 50 mM phosphate buffer at pH 7.2. In tests with TPA, that probe was also added to the buffer prior to sampling; in the other two tests, probes and additional reactants were added immediately after sampling. The concentration of fluorescent byproducts was determined fluorometrically. Calibration curves were developed by reacting DCFH and AuR with known amounts of H2O2, and using known amounts of 2-hydroxyterephthalic acid (HTPA) for TPA. Low detection limits (9-13 nM) and quantification limits (18-22 nM) were determined for all three probes, which presented a linear response in the range 10-500 nM for AuR and TPA, and 100-2000 nM for DCFH. High collection efficiency (CE) and recovery efficiency (RE) were observed for DCFH (CE=RE=100%) and AuR (CE=100%; RE=73%) by sampling from a laboratory-developed gas phase H2O2 generator. Interference of co-occurring ozone was evaluated and quantified for the three probes by sampling from the outlet of an ozone generator. The method was demonstrated by sampling air emitted by two portable air cleaners: a strong ozone generator (AC1) and a plasma generator (AC2). High ozone levels emitted by AC1 did not allow for simultaneous determination of ROS levels due to high background levels associated with ozone decomposition in the buffer. However, emitted ROS were quantified at the outlet of AC2 using two of the three probes. With AuR, the concentration of peroxides in air emitted by the air cleaner was 300 ppt of H2O2 equivalents. With TPA, the HO(•) concentration was 47 ppt. This method is best suited to quantify ROS in the presence of low ozone levels.
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Affiliation(s)
- V Nahuel Montesinos
- Comisión Nacional de Energía Atómica, Avenida Gral. Paz 1499, 1650 San Martín, Provincia de Buenos Aires, Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas, Avenida Rivadavia 1917, 1033 Ciudad Autónoma de Buenos Aires, Argentina; Universidad de Buenos Aires, FCEN, INQUIMAE, DQIAQF, Ciudad Universitaria Pabellón II, 1428 Ciudad Autónoma de Buenos Aires, Argentina
| | - Mohamad Sleiman
- Lawrence Berkeley National Laboratory, Indoor Environment Group, 1 Cyclotron Road MS 70-108B, Berkeley, CA, USA; Clermont Université, ENSCCF, Institut de Chimie de Clermont-Ferrand, BP 10448, F-63000 Clermont-Ferrand, France; CNRS, UMR 6296, ICCF, BP 80026, F-63177 Aubière, France
| | - Sebastian Cohn
- Lawrence Berkeley National Laboratory, Indoor Environment Group, 1 Cyclotron Road MS 70-108B, Berkeley, CA, USA
| | - Marta I Litter
- Comisión Nacional de Energía Atómica, Avenida Gral. Paz 1499, 1650 San Martín, Provincia de Buenos Aires, Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas, Avenida Rivadavia 1917, 1033 Ciudad Autónoma de Buenos Aires, Argentina; Universidad de General San Martín, Instituto de Investigación e Ingeniería Ambiental, Peatonal Belgrano 3563, 1650 San Martín, Pcia. Buenos Aires, Argentina
| | - Hugo Destaillats
- Lawrence Berkeley National Laboratory, Indoor Environment Group, 1 Cyclotron Road MS 70-108B, Berkeley, CA, USA.
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Scheepers PTJ, de Hartog JJ, Reijnaerts J, Beckmann G, Anzion R, Poels K, Godderis L. Influence of combined dust reducing carpet and compact air filtration unit on the indoor air quality of a classroom. ENVIRONMENTAL SCIENCE. PROCESSES & IMPACTS 2015; 17:316-325. [PMID: 25380291 DOI: 10.1039/c4em00506f] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Primary schools mostly rely on natural ventilation but also have an interest in affordable technology to improve indoor air quality (IAQ). Laboratory tests show promising results for dust reducing carpets and compact air filtration systems but there is no information available on the performance of these interventions in actual operating classrooms. An exploratory study was performed to evaluate a combination of the two systems in a primary school. Measurements of PM-10 and PM-2.5 were performed by filter sampling and aerosol spectrometry. Other IAQ parameters included black smoke (BS), volatile organic compounds (VOC), nitrogen dioxide (NO2) and formaldehyde. Both interventions were introduced in one classroom during one week, using another classroom as a reference. In a second week the interventions were moved to the other classroom, using the first as a reference (cross-over design). In three remaining weeks the classrooms were compared without interventions. Indoor IAQ parameters were compared to the corresponding outdoor parameters using the indoor/outdoor (I/O) ratio. When the classrooms were occupied (teaching hours) interventions resulted in 27-43% reductions of PM-10, PM-2.5 and BS values. During the weekends the systems reduced these levels by 51-87%. Evaluations using the change in I/O ratios gave comparable results. Levels of VOC, NO2 and formaldehyde were rather low and a contribution of the interventions to the improvement of these gas phase IAQ parameters was inconclusive.
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Affiliation(s)
- Paul T J Scheepers
- Dept. for Health Evidence, Radboudumc, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands.
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Scheepers PTJ, Cremers R, van Hout SPR, Anzion RBM. Influence of a portable air treatment unit on health-related quality indicators of indoor air in a classroom. ACTA ACUST UNITED AC 2012; 14:429-39. [DOI: 10.1039/c1em10559k] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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7
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Zhang Y, Mo J, Li Y, Sundell J, Wargocki P, Zhang J, Little JC, Corsi R, Deng Q, Leung MH, Fang L, Chen W, Li J, Sun Y. Can commonly-used fan-driven air cleaning technologies improve indoor air quality? A literature review. ATMOSPHERIC ENVIRONMENT (OXFORD, ENGLAND : 1994) 2011; 45:4329-4343. [PMID: 32362761 PMCID: PMC7185562 DOI: 10.1016/j.atmosenv.2011.05.041] [Citation(s) in RCA: 78] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2011] [Revised: 05/13/2011] [Accepted: 05/14/2011] [Indexed: 05/19/2023]
Abstract
Air cleaning techniques have been applied worldwide with the goal of improving indoor air quality. The effectiveness of applying these techniques varies widely, and pollutant removal efficiency is usually determined in controlled laboratory environments which may not be realized in practice. Some air cleaners are largely ineffective, and some produce harmful by-products. To summarize what is known regarding the effectiveness of fan-driven air cleaning technologies, a state-of-the-art review of the scientific literature was undertaken by a multidisciplinary panel of experts from Europe, North America, and Asia with expertise in air cleaning, aerosol science, medicine, chemistry and ventilation. The effects on health were not examined. Over 26,000 articles were identified in major literature databases; 400 were selected as being relevant based on their titles and abstracts by the first two authors, who further reduced the number of articles to 160 based on the full texts. These articles were reviewed by the panel using predefined inclusion criteria during their first meeting. Additions were also made by the panel. Of these, 133 articles were finally selected for detailed review. Each article was assessed independently by two members of the panel and then judged by the entire panel during a consensus meeting. During this process 59 articles were deemed conclusive and their results were used for final reporting at their second meeting. The conclusions are that: (1) None of the reviewed technologies was able to effectively remove all indoor pollutants and many were found to generate undesirable by-products during operation. (2) Particle filtration and sorption of gaseous pollutants were among the most effective air cleaning technologies, but there is insufficient information regarding long-term performance and proper maintenance. (3) The existing data make it difficult to extract information such as Clean Air Delivery Rate (CADR), which represents a common benchmark for comparing the performance of different air cleaning technologies. (4) To compare and select suitable indoor air cleaning devices, a labeling system accounting for characteristics such as CADR, energy consumption, volume, harmful by-products, and life span is necessary. For that purpose, a standard test room and condition should be built and studied. (5) Although there is evidence that some air cleaning technologies improve indoor air quality, further research is needed before any of them can be confidently recommended for use in indoor environments.
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Key Words
- AC, activated carbon
- Air cleaner
- BTEX, benzene, toluene, ethyl benzene, and xylene
- By-product
- CADR, clean air delivery rate
- CFM, cubic feet per minute
- Clean air delivery rate (CADR)
- DBD, dielectric barrier discharge
- EPA, Environmental Protection Agency
- ESP, electrostatic precipitator
- Electrostatic precipitator
- HEPA, high efficiency particulate air
- High efficiency particulate air (HEPA)
- IAQ, indoor air quality
- Indoor air quality (IAQ)
- Ion generator
- Ozone
- PCO, photocatalytic oxidation
- Photocatalytic oxidation (PCO)
- Plasma
- SOA, secondary organic aerosol
- SP, submicron particles
- SVOC, semi-volatile organic compound
- Sorption
- TCO, thermal catalytic oxidation
- TVOC, total volatile organic compound
- Thermal catalytic oxidation (TCO)
- UV-C, ultraviolet C, wavelength range: 280–100 nm
- UVGI, ultraviolet germicidal irradiation
- Ultraviolet germicidal irradiation (UVGI)
- VOC, volatile organic compound
- WHO, World Health Organization
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Affiliation(s)
- Yinping Zhang
- Institute of Built Environment, Department of Building Science, Tsinghua University, Beijing, China
| | - Jinhan Mo
- Institute of Built Environment, Department of Building Science, Tsinghua University, Beijing, China
- Department of Chemistry, Tsinghua University, Beijing, China
| | - Yuguo Li
- Department of Mechanical Engineering, The University of Hong Kong, Hong Kong, SAR, China
| | - Jan Sundell
- Institute of Built Environment, Department of Building Science, Tsinghua University, Beijing, China
- International Center for Indoor Environment and Energy, Technical University of Denmark, Denmark
| | - Pawel Wargocki
- International Center for Indoor Environment and Energy, Technical University of Denmark, Denmark
| | - Jensen Zhang
- Department of Mechanical and Aerospace Engineering, Syracuse University, NY, USA
| | - John C. Little
- Department of Civil and Environmental Engineering, Virginia Tech., VA, USA
| | - Richard Corsi
- Department of Civil, Architectural and Environmental Engineering, The University of Texas at Austin, Austin, TX, USA
| | - Qihong Deng
- School of Energy Science and Engineering, Central South University, Changsha, China
| | - Michael H.K. Leung
- Department of Mechanical Engineering, The University of Hong Kong, Hong Kong, SAR, China
| | - Lei Fang
- International Center for Indoor Environment and Energy, Technical University of Denmark, Denmark
| | - Wenhao Chen
- Department of Mechanical and Aerospace Engineering, Syracuse University, NY, USA
| | - Jinguang Li
- Institute of Shanghai Building Science, Shanghai, China
| | - Yuexia Sun
- College of Engineering and Computer Science, The University of Texas at Tyler, 3900 University Blvd., Tyler, TX, USA
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Xu Q, Zhang Y, Mo J, Li X. Indoor formaldehyde removal by thermal catalyst: kinetic characteristics, key parameters, and temperature influence. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2011; 45:5754-5760. [PMID: 21667968 DOI: 10.1021/es2009902] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Thermal catalytic oxidation (TCO) technology can continuously degrade formaldehyde at room temperature without added energy. However, there is very little knowledge on the TCO kinetic reaction mechanism, which is necessary in developing such air cleaners and in comparison with other air cleaning techniques. This paper addresses the problem of a novel TCO catalyst, Pt/MnO(x)-CeO(2). The experiments measuring the outlet concentrations of formaldehyde and other possible byproducts were conducted at temperatures of 25, 40, 60, 100, and 180 °C and at a series of inlet formaldehyde concentrations (280-3000 ppb). To measure the concentrations precisely and real timely, proton transfer reaction-mass spectrometry (PTR-MS) was used. We found the following from the experimental results: (1) no byproducts were detected; (2) the bimolecular L-H kinetic model best described the catalytic reaction rate; (3) the activation energy of the oxidation was about 25.8 kJ mol(-1); (4) TCO is most energy efficient at room temperature without auxiliary heating; (5) compared with photocatalytic oxidation (PCO) which needs ultraviolet light radiation, the reaction area of TCO can be much larger for a given volume so that TCO can perform much better not only in formaldehyde removal efficiency but also in energy saving.
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Affiliation(s)
- Qiujian Xu
- Department of Building Science, Tsinghua University, Beijing 100084, PR China
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Harada K, Hasegawa A, Wei CN, Minamoto K, Noguchi Y, Hara K, Matsushita O, Noda K, Ueda A. A Review of Indoor Air Pollution and Health Problems from the Viewpoint of Environmental Hygiene: Focusing on the Studies of Indoor Air Environment in Japan Compared to Those of Foreign Countries. ACTA ACUST UNITED AC 2010. [DOI: 10.1248/jhs.56.488] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Koichi Harada
- Department of Biomedical Laboratory Sciences, Faculty of Life Sciences, Kumamoto University
| | - Asako Hasegawa
- Graduate School of Science and Technology, Kumamoto University
| | - Chan-Nian Wei
- Department of Prevention and Environmental Medicine, Faculty of Life Sciences, Kumamoto University
| | - Keiko Minamoto
- Department of Prevention and Environmental Medicine, Faculty of Life Sciences, Kumamoto University
| | - Yukari Noguchi
- Department of Health Sciences, Faculty of Medical Sciences, Kyushu University
| | - Kunio Hara
- Faculty of Regional Health Therapy, Teikyo Heisei University
| | - Osamu Matsushita
- Department of Public Policy, Graduate School of Law, Kumamoto University
| | - Kosuke Noda
- Innovation Promotion Office, Kumamoto Software Co. Ltd
| | - Atsushi Ueda
- Department of Prevention and Environmental Medicine, Faculty of Life Sciences, Kumamoto University
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