• 제목/요약/키워드: Apartment Big Data

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공동주택에 대한 하자정보 관리시스템의 개선 모델 (Improvement Model of Defect Information Management System for Apartment Buildings)

  • 강현욱;박양호;김용수
    • 한국건설관리학회논문집
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    • 제20권4호
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    • pp.13-21
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    • 2019
  • 본 연구의 목적은 거주자가 하자정보를 정확하게 입력하고 건설회사와 정보를 공유 할 수 있는 하자정보 관리시스템에 대한 개선모델을 제시하는 것이다. 이를 위하여 기존의 하자정보 관리시스템을 고찰하고 거주자가 요구하는 기능을 적용하여 개선모델의 구조와 데이터 흐름 계통도를 제시하였다. 그리고 개선모델의 경제적 효과를 추정하였다. 상기와 같은 목적과 방법에 따라 도출된 결과는 다음과 같다. 빅 데이터와 연계하기 위한 하자정보 관리시스템의 정보입력화면에 대한 기본설계를 하였다. 또한 개선 모델을 활용함에 따라 유발되는 경제적 효과는 기존 방법 대비 약 151백만원이 절감되는 것으로 추정되었다.

아파트 단지 내 경로당의 평면유형에 따른 공간변용 (Spatial Transfigurations by Floor Plan Type of Elderly Center in Apartment Complex)

  • 양세화;류현주
    • 가정과삶의질연구
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    • 제31권1호
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    • pp.29-37
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    • 2013
  • The purposes of the study were to try configuring categorization of floor plans of elderly centers located in apartment complexes and to find out the spatial transfigurations regarding floor plan types. The data for the analysis of the study were collected from 56 elderly centers of apartment complexes in Ulsan by observations and interviews from July 3 through 13, 2012. The results are as follows. Firstly, the floor plans of the elderly centers were categorized into six types, which were 2R+L+K, 2R+LK, 1R+L+K/1R+LK, 1RL+K, 1RLK, and 2R+K/1R+K(no living room). Secondly, there were no salient differences among the plan types for the characteristics of physical environment of the centers. The types of 2R+L+K were relatively big in size and two thirds of the centers had gender-segregated rooms. Lastly, spatial transfigurations was found in sixty-percent of the centers, which included change of spatial arrangement, functional change, and functional addition. Interestingly, the more the spaces were segregated, the more the spatial transfigurations were performed in the way for the integration of functions of the rooms.

실내거주자 건강 관리를 위한 IoT기반 실내정원용 IAQ지수 개발 (Development of an IAQ Index for Indoor Garden Based IoT Applications for Residents' Health Management)

  • 이정훈;안선민;곽민정;김광진;김호현
    • 한국환경보건학회지
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    • 제44권5호
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    • pp.421-432
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    • 2018
  • Objectives: In this study, we started to develop an indoor garden integrated IoT solution based on IAQ (indoor air quality) and interconnection with an environmental database for smart management of indoor gardens. The purpose of this study was to develop and apply an integrated solution for customized air purification from an indoor garden through big data analysis using IoT technology. Methods: An IoT-based IAQ monitoring system was established in three households within a new apartment building. Based on real-time and long-term data collected, $PM_{2.5}$, $CO_2$, temperature, and humidity changes were compared to those of indoor garden applications and the analyzed results were indexed. Results As a result of the installation, all three households had no results exceeding the standard for indoor air pollution on average $PM_{2.5}$ and $CO_2$ indices. In the case of indoor garden installation, the IAQ index increased to the "Good" section after the installation, and readings in the "Bad" section shown before the installation disappeared. The comfort index also did not dip into the "Uncomfortable" section, where it had been preinstallation, and significantly lowered the average score from "Uncomfortable for sensitive groups" to "Good". Overall, the IAQ composite index for the generation of installations decreased the "Good" interval, but "Bad" did not appear. Conclusions In this study on developing an integrated solution for IAQ based on IoT indoor gardens, big data was analyzed to determine IAQ and comfort indexes and an IAQ composite index. Through this process, it became understood that it is necessary to monitor IAQ based on IoT.

자기조직화지도를 통한 아파트 가격의 패턴 분석 (Pattern Analysis of Apartment Price Using Self-Organization Map)

  • 이지영;유재필
    • 한국융합학회논문지
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    • 제12권11호
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    • pp.27-33
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    • 2021
  • 최근 인공지능, 딥러닝, 빅데이터 등 4차 산업의 핵심 분야에 대한 관심이 커지면서 기존의 의사결정 문제를 전통적인 방법론의 한계점을 최소화하는 과학적 접근 방식이 대두되고 있다. 특히 이런 과학적인 기법들은 주로 금융 상품의 방향성을 예측하는데 사용되는데 본 연구에서는 사회적으로 관심이 높은 아파트 가격의 요인을 자기조직화지도를 통해 분석하고자 한다. 이를 위해 아파트 가격의 실질 가격을 추출하고 아파트 가격에 영향을 주는 총 16개의 입력 변수를 선정한다. 실험 기간은 1986년 1월부터 2021년 6월까지이며 아파트 가격의 상승 및 횡보 구간을 나눠 각 구간 별 변수들의 특징을 살펴본 결과, 상승 구간과 횡보 구간의 입력 변수의 통계적 성향이 뚜렷하게 구분되는 것을 알 수 있었다. 더불어 U1~U3 구간이 N1~N3 구간에 비해서 변수들의 표준편차가 상대적으로 크게 나왔다. 본 연구는 중장기적으로 상승과 하락이라는 큰 주기를 갖고 있는 부동산에 대해서 현재 시점의 현황을 정량적으로 분석한 것에 의미가 있으며 향후 이미지 학습을 통해 미래 방향성을 예측하는 연구에 도움이 되기를 기대한다.

ESS기반 클린에너지, 스마트홈 IoT 플랫폼 연구 (A Study on ESS-based Clean Energy, Smart Home IoT Platform)

  • 김희철
    • 한국전자통신학회논문지
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    • 제13권1호
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    • pp.147-152
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    • 2018
  • 본 연구는 전력에너지 효율사용 분야의 주요 설비인 ESS(: Energy Storage System, 에너지저장장치)를 기반으로 한 공동주택의 수요관리 및 에너지절감 방안을 연구하고 제반 기술적 요소와 운용에 필요한 표준화를 제시함으로서 ESS 산업 확산에 기여한다. 또한, 공동주택 및 스마트 홈을 대상으로 ESS 시장의 창출을 위하여 주택 IoT 기술을 활용, 공동주택과 스마트 홈 기반 ESS을 통합하여 전력사용자의 이용 효율성과 경제성 확보가 실현되어 기존 ESS 보다 우월한 전력사용자의 수용성을 재고 할 수 있는 사업모델을 연구하고자 한다.

공동주택 실적공사비 산정시 공종별 변동요인에 관한 연구 (A Study on the Change Factors by Activities for Estimating Historical Cost on Apartment Housing Projects)

  • 유용환;이규현;김종원;최인성
    • 한국건축시공학회지
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    • 제4권4호
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    • pp.117-126
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    • 2004
  • Construction industry is faced with the problems such as the quickly changeable circumstance and increasing construction companies due to regulation mollification of company registration. In order to overcome these problems, new estimation system based on historical estimation cost is ready to introduce by government step by step. But the time of transition for estimation system causes another problems such as chaos addition to simultaneity of a standard of estimation system and new estimation system, lack of related regulation, accumulation of historical extensive cost data, and adjustment methodology when historical estimation data is applied to next projects. The purpose of this study is to suggest the change factors by activities for estimating historical cost for apartment housing projects. New estimation system is based on historical construction data. For application of this system, the standard adjustment methodology system is necessary. and extensive cost data should be accumulated under an unified construction work classification system. Therefore in this study, according to the construction work classification system, every apartment housing project was classified to 16 work classifications, and 7 major composed items which occupy more than 85% of construction costs are analyzed by detailed activities and by average ratio and maximum ratio each of them. In the result of the study, furniture work, foundation work and masonry work are the works which have big gap of costs between average ration and maximum ratio. In addition to suggestion of change factor by work species, 5 qualified construction specialists are interviewed and change factors in 7 major works are analyzed.

공동주택 개발사업 타당성 평가항목에 관한 연구 (A Study on the Evaluation Criteria for Feasibility Analysis of Apartment House Development Project)

  • 홍주현;고성석
    • 한국건설관리학회논문집
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    • 제10권1호
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    • pp.102-113
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    • 2009
  • 공동주택 개발사업의 기획 추진시 사업의 성공적인 성과를 이루기 위해서는 기획단계에서의 수익성과 분양성에 대한 현실적인 평가와 분석을 통한 정량적 예측과 이에 대한 보완 개선적인 과정이 가장 중요한 요소라 할 수 있다. 특히, 개발사업 수행 중에서 기획단계에서의 초기 분양율 예측을 통한 사업타당성 분석 및 검증은 전체사업의 기대수익과 성공가능여부 예측면에서 중점 고려요소들을 분석하고 미흡한 요소에 대한 투자와 개선을 유도함으로써 개발사업의 리스크 인자를 감소시키고 사업의 성공가능성을 확대시킴으로써 그 효과를 극대화 할 수 있다. 이와 같은 관점에서 본 연구에서는 공동주택 개발사업 타당성 검토요소 및 항목간 중요도 산정지표 연구를 기반으로 하여, 민간 공동주택 사례별 실제 초기분양율을 비교 분석함으로써, 산정지표 중 누락된 항목 및 추가적으로 고려해야 할 항목을 중요도 조사결과를 바탕으로 추가적으로 배점화하여 4분야 9항목의 33세부 평가내용으로 조합하여 공동주택의 수익성과 분양성 예측을 위한 효율적인 평가항목과 기준을 제시하였다.

A Study on the User Demand Forecasting and Improvement Plan of Gimpo City Library Service

  • Noh, Younghee;Chang, Inho;Kang, Ji Hei;Chang, Rosa
    • International Journal of Knowledge Content Development & Technology
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    • 제10권4호
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    • pp.7-27
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    • 2020
  • With accommodation of a population of many young people and families due to Hangang River New Town Housing Project and development of railway station spheres, a need is increasing to improve the quality of public libraries service for Gimpo citizens and to establish more libraries. This study thus analyzed the book lending data of Gimpo City libraries, and the city's libraries-related social media big data in an effort to forecast the users, and thus to propose four library service improvement measures. First, in terms of book gathering and book development policy plans, a proposal was made to expand good books for children and youth, and to expand general original-language books related to learning of English, and English books for children. Second, in terms of the establishment of additional libraries or specialization strategy, a proposal was made to establish exclusive children's libraries or English libraries, and to establish library specialization strategy with a focus on children and English themes. Third, in terms of library culture programs, a proposal was made to provide library culture programs in relation to children education and to expand weekend library culture programs. Fourth, in terms of library facilities, considering the convenience of parking facilities, a proposal was made to establish libraries near apartment complexes.

공종별 수선비용 추계모델을 활용한 공동주택 장기수선충당금 적립금액 산정 (Repair Accumulation Cost for the Long-Term Repair Plan in Multifamily Housing Using the Forecasting Model of the Repair Cost)

  • 이강희;채창우
    • KIEAE Journal
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    • 제16권3호
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    • pp.137-143
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    • 2016
  • Purpose: Apartment housing should conduct a cyclic repair to keep and maintain the building performance since they are constructed. Therefore, the repair plan would be provided for long term period which explains the repair time, items and repair cost. Residents of apartment housing are responsible to pay for the repair activities. For repair cost, residents would reserve the money for repair little by little continuously until the required repair time because the repair cost takes a big burden for residents and lots of money a time. But, there is no systematic approach to provide the long term repair cost because it is no proper forecast of the repair cost to the upcoming repair time. In this study, it aimed at providing the monthly accumulation of the long term repair cost with the survey data in Seoul. Method: For these, the surveyed data are classified into 6 categories and number of data are 1,918. In addition, it developed the repair cost model for the 24 repair works and the cumulation function which is reflected with the each cost model. Result: This study are shown as follows : First, among the various estimation for the repair cost, the power function has a goodness of fit in statistics. Second, the monthly accumulation would be 12,840 won/household in size of $100,000m^2$ management area and $81.7won/m^2$ in size of the 1,000 household number during 40 years.

영구임대아파트 거주 고령자의 단위세대 개선요구 조사 연구 - 수원시 우만 주공 3단지를 중심으로 (A Basic Study on Elderly Residents' Requirements for Unit Renovation of Permanent Rental Housing - focused on 'Suwon Wooman Jugong 3rd Block')

  • 김효정;권순정
    • 의료ㆍ복지 건축 : 한국의료복지건축학회 논문집
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    • 제19권2호
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    • pp.51-59
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    • 2013
  • Purpose: At the moment, a lot of poor older people live in permanent rental housing in Korea. But many rental apartments are not suitable for elderly living because most of them have many problems related to the lack of accessibility and adaptability for older people with physical and mental disabilities. So it is necessary to upgrade the old permanent rental housing for convenience of elderly living. The purpose of this paper is to construct basic data for remodeling of worn out and small rental housing block in order to realize the concept of "Aging in Place". Methods: Questionnaires and interviews about elderly living have been conducted on 104 elderly who live in Suwon Wooman permanent rental apartment block which was constructed 21 years ago. From the collected data, dining pattern, inconvenient area, small area, satisfaction level on unit area and demand for unit expansion type have been analysed in order to find out the direction for remodeling of permanent rental apartment unit. Results: The problems of existing permanent rental apartment can be summarized into improper laundry space, small dining area, inconvenient bath and so on. According to the family size, the elderly resident has the different preference about the expansion type of his resident unit. Big families usually want to enlarge their living unit though they pay for additional monthly rental fee. Implications: Lifetime home concept adopting Universal Design has to be applied to the whole residential block especially to the social rental housing. And this concept had better be expanded to Lifetime neighbor design.