• 제목/요약/키워드: Building Occupancy

검색결과 164건 처리시간 0.024초

건물 에너지 관리를 위한 인공지능 기술 동향과 미래 전망 (Trends and Future Prospects of AI Technologies for Building Energy Management)

  • 정재익;박완기
    • 전자통신동향분석
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    • 제39권4호
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    • pp.32-41
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    • 2024
  • Building energy management plays a crucial role in improving energy efficiency and optimizing energy usage. To achieve this, it is important to monitor and analyze energy-related data from buildings in real time using sensors to understand energy consumption patterns and establish optimal operational strategies. Because of the uncertainties in building energy-related data, there are challenges in analyzing these data and formulating operational strategies based on them. Artificial intelligence (AI) technology can help overcome these challenges. This paper investigates past and current research trends in AI technology and examines its future prospects for building energy management. By performing prediction and analysis based on energy consumption or supply data, the future energy demands of buildings can be forecasted and energy consumption can be optimized. Additionally, data related to the surrounding environment, occupancy, and other building energy-related factors can be collected and analyzed using sensors to establish operational strategies aimed at further reducing energy consumption and increasing efficiency. These technologies will contribute to cost savings and help minimize environmental impacts for building owners and operators, ultimately facilitating sustainable building operations.

Indoor Surveillance Camera based Human Centric Lighting Control for Smart Building Lighting Management

  • Yoon, Sung Hoon;Lee, Kil Soo;Cha, Jae Sang;Mariappan, Vinayagam;Lee, Min Woo;Woo, Deok Gun;Kim, Jeong Uk
    • International Journal of Advanced Culture Technology
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    • 제8권1호
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    • pp.207-212
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    • 2020
  • The human centric lighting (HCL) control is a major focus point of the smart lighting system design to provide energy efficient and people mood rhythmic motivation lighting in smart buildings. This paper proposes the HCL control using indoor surveillance camera to improve the human motivation and well-beings in the indoor environments like residential and industrial buildings. In this proposed approach, the indoor surveillance camera video streams are used to predict the day lights and occupancy, occupancy specific emotional features predictions using the advanced computer vision techniques, and this human centric features are transmitted to the smart building light management system. The smart building light management system connected with internet of things (IoT) featured lighting devices and controls the light illumination of the objective human specific lighting devices. The proposed concept experimental model implemented using RGB LED lighting devices connected with IoT features open-source controller in the network along with networked video surveillance solution. The experiment results are verified with custom made automatic lighting control demon application integrated with OpenCV framework based computer vision methods to predict the human centric features and based on the estimated features the lighting illumination level and colors are controlled automatically. The experiment results received from the demon system are analyzed and used for the real-time development of a lighting system control strategy.

교육시설의 친환경설계요소에 관한 거주 후 평가(POE)연구 - 김해시 소재 학교건축을 중심으로 - (A Study on the POE(Post Occupancy Evaluation) about Environment-friendly Design Factors in Educational Facilities - Focusing on School Buildings in Gimhae -)

  • 박재홍;전채휘
    • 한국실내디자인학회논문집
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    • 제18권1호
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    • pp.80-88
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    • 2009
  • This study basically aims to examine how the GBCC system, which has been implemented since 2005 regarding school facilities, is actually being applied to schools and to survey students' satisfaction and awareness of school facilities. Ultimately, this study is to contribute to improving environment-friendly certification indexes and promoting the system. When it comes to research methods, a school with the green building certification and a school without it were selected for comparison, the two schools were visited for the investigation of their actual conditions, and then, based on the results, a survey was conducted for the students of both schools on their satisfaction(POE) of the school facilities, and finally, the results of the two schools were compared with each other and analyzed. The results of this study shows that the facilities of the school with the green building certification are much superior to those of the school without the certification as well as the former has more various facilities then the latter Nonetheless, facilities with the green building certification were found to miss something in terms of maintenance and management. Most of the survey questions show that students of the school with green building certification have higher satisfaction and awareness levels for school facilities than those of the other school students without the certification. However, the difference was a merely relative one, with most students of the school with the certification answering "so so" for their school facilities in terms of absolute evaluation.

A Study on Indoor Environment of Interior with Ventilation

  • Kang, Tae-Wook;Koh, Jae-Yoon
    • Journal of Advanced Marine Engineering and Technology
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    • 제30권2호
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    • pp.267-274
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    • 2006
  • There are no solar loads through windows and heat transfer from outer walls of the building to the interior This study analyzes indoor air temperature and air flow distribution for the interior of buildings or vessels occupying space. Numerical method is adopted to visualize the indoor side environmental situation. that is without heat transmission to outside the building in various cooling load conditions; supply ventilation lighting. occupancy and infiltration in conditioned spaces. Reaching time of an air conditioner is predicted theoretically by cooling load variations. Theoretical modelling of the reaching time shows good agreement with experimental results.

원전구조물 적용 마감재의 국내 연소시험방법 조사연구 (Study of Testing Methods for Combustible Properties of Finishing Materials Applied into Nuclear Power Plants)

  • 권인규
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2018년도 춘계 학술논문 발표대회
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    • pp.60-61
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    • 2018
  • Finishing materials are very important to restrain fire spread from a compartment to another in a fire situation. Therefore, the evaluation of combustible properties for the combustible material is essential to apply finishing materials into a generic buillding or s special occupancy structure. In this study, the testing methods for evaluation of combustible performance of finishing materials of domestic were surveyed in order to prepare the guideline of application of finishing materials in nulear power plant.

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Influence Factors of Aerial Environment on Project Schedule Management

  • Hong, Jun-pyo;Lim, Hyoung-chul
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.608-611
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    • 2015
  • The objectives of this research are 1) control of schedule or improvement of management for aerial environment, 2) distribution of responsibility to the parties concerned (factory, material company, construction company, design and engineering, occupancy). The results show the relative priority of the four major items in wall-based apartment buildings and in column-based apartment buildings. An analysis of the parties responsible for improvement based on the IAQ results shows more efforts to improve IAQ are needed in material factories and engineering/design companies.

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파주출판문화정보산업단지의 이용후평가 (A Study on the Post Occupancy Evaluation of PAJU Book City)

  • 권니아
    • KIEAE Journal
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    • 제10권2호
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    • pp.39-48
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    • 2010
  • PAJU Book City Plan was designed to integrate two concepts of "Publishing Productive City" and "Ecological City" with the goal of "bringing of human being and nature together". This research on the post occupancy evaluation on PAJU Book City has two aims; One is to define how people, mainly working there rather than living, recognize the city and the other is to identify the problems resulted from the first phase of planning process and to suggest feasible solutions at the same time. It would be desirable that the outcome of this research should be used as data sources to improve the second phase of the plan. The evaluation criteria were created by the pre-survey on the basis of previous researches and "Pa Ju publishing city architectural design guide book (1999)". With those criteria, on-site questionnaire was conducted among people who work in PAJU Book City and stratified sampling was used for the proper sampling. The result is as follows; the visual-aesthetic criteria had positive response, which also closely related to a city satisfaction. Considering this result, construction type, circumferential environment of the building and a place of building form were found appropriate. The evaluation on the physical-ecological criteria was relatively low. Respondents were unsatisfied with green space and required better ecological waterway and more roadside tree. As green space was given a lot of weight in satisfaction survey, more green urban areas should be planned in the next phase. The evaluation on the social-behavior criteria got the lowest score. Particularly, the accessibility and convenient facilities were remarkably low. Nonetheless, the self-conceit about PAJU Book City was highly evaluated and played a crucial role in a city satisfaction. In order to achieve the goal, physical beauty, characteristics as a publication city as well as an ecologically sustainable city should be main agenda in the second phase of Paju Book City Plan. Consequently, it is important to strike a balance between the external environment and image media in order that PAJU Book City should be re-born as a culture city.

국내 거주 후 평가(POE) 연구동향분석과 발전방안 연구 (An Analysis of the Research Trends and Improvement of Post-Occupancy Evaluation)

  • 이용민;권오정
    • 한국실내디자인학회논문집
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    • 제20권3호
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    • pp.41-48
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    • 2011
  • The purpose of this study was to analyze research trends in post-occupancy evaluation and to explore Improvement Directions. Also this study investigated historical development of domestic POE researches and current discussions to POE in architecture and interior design fields. The results were as follows. For the purpose of this study, 55 articles from 3 journals were selected and analyzed. 55 articles analyzing POE methodology and applying POE method were published from 1990 to 2010. In the 1990s, studies on introduction of POE method, potential and limitation were conducted. In the 2000s, the research theme showed the study for evaluation of apartment measuring the residents satisfaction. Gathering the opinions of designers and people in architecture field, they have recognized the need to perform POE, indeed it has been difficult to find POE researchers and utilized POE data. Nevertheless, some of them have performed POE of their building and got feedback from residents. In conclusion, to apply POE method and develop its potential, it is necessary to minimize the barriers. It should Therefore, be performed POE by stakeholders who are designers, builders and residents and POE data would be provided a variety of types. Furthermore, POE certification system should be designed at the government level and basically, POE courses must be included in the architectural curriculum.

쾌적 빛 환경을 위한 효율적 조명 시스템 (Efficient Lighting System for Amenity Light Environment)

  • 최종효;오명원;김병선
    • 한국태양에너지학회:학술대회논문집
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    • 한국태양에너지학회 2009년도 추계학술발표대회 논문집
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    • pp.136-141
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    • 2009
  • Considerable part of energy consumption is occurred by through buildings. Especially, Lighting energy consumption is most part of one in building. There is very various ways and systems for saving lighting energy. In method, It can be divided Passive Daylighting System and Active Daylighting System. Louver, Screen and use of window's character is representative ways of passive system. Reflection mirror, optical pipe and optical fiber is representative method of active system. Introducing day light on which place can't be introduced day light by typical method is important advantage of active system. Except introducing day lighting methods, efficient lighting management system can save lighting energy. It called lighting automation system. Representatively, Occupancy-related automation and Brightness-related automation system is that. According to occupancy and introducing daylighting level properly operate lamp's intensity of illumination that can save lots of energy. Though Introducing daylighting method, effective lighting system we can get proper intensity of illuminance level and energy saving.

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입주 전 신축 건물의 사무실내 방향족 탄화수소의 농도 특성 (Characteristics of Aromatic Hydrocarbons Measured in an As-built Building)

  • 나광삼;배귀남;김용표
    • 한국대기환경학회지
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    • 제16권5호
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    • pp.545-552
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    • 2000
  • Eight aromatic hydrocarbons were quantified in a newly constructed building before occupancy during the period of November 1997 to January 1998. Air samples were collected in 6 L stainless steel canisters for 8 hours based on working hour. It was found that the measured total concentration of aromatic hydrocarbons decreases rapidly with time up to a steady-state value. However, the fractions for each aromatic hydrocarbon were greatly changed with time. The concentration ratios of indoor to outdoor for aromatic hydrocarbons are greater than 1 during early period of the measurement, and the ratios decrease with time. The concentrations of toluene, m+p-xylene, ethylbenzene, and o-xylene are much higher than those of styrene, 1, 2, 4-trimethylbenzene, and 1, 3, 5-f trimethylbenzene in indoor air. The concentration fractions of m+p-xylene, ethylbenzed, and o-xylene in indoor air are about twice as hight as those in outdoor air measured during the similar period. It was concluded that the aromatic hydrocarbons were emitted from building materials, paints, and adhesives in an-built building.

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