• Title/Summary/Keyword: 실내공기 질

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Ventilation standards in USA (미국의 환기 기준 동향)

  • Bae, Gwi-Nam
    • Proceedings of the SAREK Conference
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    • 2005.11a
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    • pp.116-118
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    • 2005
  • The ASHRAE first ventilation standard was established in 1973. This standard has been revised regularly, and recently the ventilation standard for residential building was issued separately. Two ASHRAE ventilation standards are introduced in this article.

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Transformer Based Deep Learning Techniques for HVAC System Anomaly Detection (HVAC 시스템의 이상 탐지를 위한 Transformer 기반 딥러닝 기법)

  • Changjoon Park;Junhwi Park;Namjung Kim;Jaehyun Lee;Jeonghwan Gwak
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2024.01a
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    • pp.47-48
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    • 2024
  • Heating, Ventilating, and Air Conditioning(HVAC) 시스템은 난방(Heating), 환기(Ventilating), 공기조화(Air Conditioning)를 제공하는 공조시스템으로, 실내 환경의 온도, 습도 조절 및 지속적인 순환 및 여과를 통해 실내 공기 질을 개선한다. 이러한 HVAC 시스템에 이상이 생기는 경우 공기 여과율이 낮아지며, COVID-19와 같은 법정 감염병 예방에 취약해진다. 또한 장비의 과부하를 유발하여, 시스템의 효율성 저하 및 에너지 낭비를 불러올 수 있다. 따라서 본 논문에서는 HVAC 시스템의 이상 탐지 및 조기 조치를 위한 Transformer 기반 이상 탐지 기법의 적용을 제안한다. Transformer는 기존 시계열 데이터 처리를 위한 기법인 Recurrent Neural Network(RNN)기반 모델의 구조적 한계점을 극복함에 따라 Long Term Dependency 문제를 해결하고, 병렬처리를 통해 효율적인 Feature 추출이 가능하다. Transformer 모델이 HVAC 시스템의 이상 탐지에서 RNN 기반의 비교군 모델보다 약 1.31%의 향상을 보이며, Transformer 모델을 통한 HVAC의 이상 탐지에 효율적임을 확인하였다.

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The Assessment and Characteristics for Indoor Air Quality in Military Barracks (군 병영시설의 실내 공기질 평가 및 특성)

  • Kim, Suk-Bong;Jeong, Sang-Jo;Baek, Sang-Ho;Kim, Tae-Wook;Park, Young-Jun
    • Journal of the Korea Institute of Military Science and Technology
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    • v.10 no.4
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    • pp.168-175
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    • 2007
  • In this study, the Indoor Air Quality(IAQ) in military barracks is evaluated and its characteristics is discussed as well. The military barracks of R.O.K Army are categorized into three types and the IAQ in these individual facilities is measured for 24 hours both in summer and winter. Test results show that the particulate matters($PM_{10}$) and carbon dioxide($CO_2$) were the main causes contaminating IAQ in military barracks. While $CO_2$ can be purified by ventilation, adequate facilities have to be installed in case of the new type of combination barracks to remove $PM_{10}$. In addition, to improve the living condition of military barracks and to recover IAQ in new combination style barracks which is planned to complete by 2011, a standard or law regulating IAQ in military barracks has to be established.

Development of Pulsating Heat Pipe type Waste Heat Recovery Ventilator Using an used Radiator for Vehicles (자동차용(自動車用) 폐(廢) 라디에이터를 이용한 히트 파이프형 환기배열(換氣排熱) 회수기(回收器)에 관한 연구(硏究))

  • Im, Yong-Bin;Choi, Sang-Joe;Kim, Jeong-Hoon;Kim, Jong-Soo
    • Resources Recycling
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    • v.15 no.3 s.71
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    • pp.30-37
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    • 2006
  • For keeping the indoor air quality, we develop the pulsating heat pipe(PHP) type heat recovery ventilator using an used radiator for vehicles. We compare the PHP type with existing model. There are some merits that are able to change the unit number according to heat load and show us the similar performance to existing models.

Properties of Water-based Paint mixed with Photocatalyst for Indoor Air Quality Improvement (실내 공기질 개선을 위한 광촉매를 혼입한 수성도료의 특성)

  • Choi, Byung-Cheol;Park, Chae-Wool;Kyoung, In-Su;Lee, Sang-Soo
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2020.06a
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    • pp.29-30
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    • 2020
  • As the modern society enters, the building becomes sealed and the public's interest in the environment increases, so the interest in indoor air pollution increases and the environmental pollution is raised as an important issue not only outdoors but also indoors. In addition, the emergence of sick house syndrome (SHS) has increased the interest in formaldehyde and is a cause of deteriorating indoor air quality. Accordingly, this study prepared a functional paint by incorporating a photocatalyst in an aqueous paint, and conducted formaldehyde adsorption experiments and functional evaluation. As a result of the experiment, as the photocatalyst was added, the formaldehyde adsorption performance tended to increase. In addition, as a result of measuring the impact resistance and alkali resistance according to the KS standard, there is no difference in residual cracks and cracks between the water-based paint without the photocatalyst and the water-based paint with the photocatalyst added. Therefore, it is considered that the water-based paint added with a photocatalyst can improve the indoor air quality by adsorbing formaldehyde and can be used as a functional paint because the functionality is not different from that of a general water-based paint.

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Critical Factor on Selection Indoor Air Quality improving alternatives for healthcare projects (병원의 실내 공기 질 솔루션 선택에 영향을 미치는 요인들)

  • Dang Nguyen-Hong Anh;Ahn, Yong-Han
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2023.11a
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    • pp.63-64
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    • 2023
  • Indoor Air Quality is crucial in hospital projects to ensure the health and safety of patients, staff, and visitors. The research methodology comprises an comprehensive literature review, then a comprehensive questionnaire survey conducted among stakeholders involved in Vietnamese hospital projects. 15 variables were identified and categorized into four distinct groups, elucidating their influence on the adoption of advanced IAQ-enhancing technology. This study uses factor analysis, a mean score method and hypothesis test to analyze the factor result from the survey. two-step process, including an in-depth literature review and questionaire survey. The study's findings culminated in the ranking, examination, and categorization of these 15 variables, which were clustered into four essential categories: economic factors, design elements, governance strategies, and technical requirements. Additionally, the research explored viable solutions to improve indoor air quality in Vietnam's unique environmental context, examining the factors that impact the selection of such solutions. The study's outcomes yield practical recommendations for architects, engineers, and hospital administrators in enhancing IAQ within healthcare facilities. Furthermore, it presents a framework attuned to local environmental factors and building materials, contributing significantly to the existing body of knowledge on IAQ within hospital projects, particularly in the Vietnamese context.

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Monitoring of Microbial Contamination in Air Purifier for Preventing Cross-contamination (교차오염방지를 위한 공기정화제품에서 미생물 오염도 분석)

  • Yeom, Seung-Mok;Kim, Young-Mog;Lee, Myung-Suk
    • Journal of Food Hygiene and Safety
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    • v.31 no.3
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    • pp.201-209
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    • 2016
  • Many atmospheric pollutants including chemical agents, house dust, and microorganisms cause building-related illnesses through respiration in humans. This study was conducted to analyze the profiles of microbial pollutants in air purifiers used in home, office and playschool. Dominant eleven species of microorganisms were isolated and identified in environmental air and air purifiers. Among them, Staphylococcus sp., Micrococcus sp. and Bacillus sp. are the most dominant species. By phylogenetic analysis of the 16S rRNA gene, the dominant bacteria were identified as Staphylococcus epidermidis, Micrococcus luteus and Bacillus epidermidis, respectively. It has been known that these bacterial species are closely related with food spoilage and human infectious disease. Thus, these results indicate that microbial pathogens related with human illnesses through respiration will be contaminated in air purifiers and also need to develop a method to control those of pathogens for human health.