• Title/Summary/Keyword: Building material

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Combining Machine Learning Techniques with Terrestrial Laser Scanning for Automatic Building Material Recognition

  • Yuan, Liang;Guo, Jingjing;Wang, Qian
    • International conference on construction engineering and project management
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    • 2020.12a
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    • pp.361-370
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    • 2020
  • Automatic building material recognition has been a popular research interest over the past decade because it is useful for construction management and facility management. Currently, the extensively used methods for automatic material recognition are mainly based on 2D images. A terrestrial laser scanner (TLS) with a built-in camera can generate a set of coloured laser scan data that contains not only the visual features of building materials but also other attributes such as material reflectance and surface roughness. With more characteristics provided, laser scan data have the potential to improve the accuracy of building material recognition. Therefore, this research aims to develop a TLS-based building material recognition method by combining machine learning techniques. The developed method uses material reflectance, HSV colour values, and surface roughness as the features for material recognition. A database containing the laser scan data of common building materials was created and used for model training and validation with machine learning techniques. Different machine learning algorithms were compared, and the best algorithm showed an average recognition accuracy of 96.5%, which demonstrated the feasibility of the developed method.

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A Study on the Reactivity of Non-activated Hwangtoh added Reaction Induction Material (반응유도재를 첨가한 비활성황토의 반응성에 관한 연구)

  • Cho, Hyeok-Hwan;Go, Seong-Seok
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2009.11a
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    • pp.165-170
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    • 2009
  • Since artificial building materials and environmental contamination are getting worse recently, people has been interested in eco-friendly construction. In addition, the problems like Sick Building Syndrome are issued these days. In order to solve these problems, the reuse of building materials and the development of environment-friendly materials are urgently in demand. In this sense, Hwangtoh is in the limelight as the environment-friendly material, and broad studies on it have been in progress. However the reactivity of Hwangtoh is low, and without activation process it is very hard to use it as a building material. This study examined the usability of Hwangtoh as an environmental building material by experimenting the reactivity of inactivated Hwangtoh with Reaction Induction Material.

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Evaluation and Selection of Building Materials based on Life Cycle Cost Prediction (생애주기비용 예측 기반 건물재료 경제성 평가 및 선정)

  • Ahn, Junghwan;Lim, Jinkang;Oh, Minho;Lee, Jaewook
    • Journal of KIBIM
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    • v.5 no.2
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    • pp.34-45
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    • 2015
  • As buildings become larger and more complicated, construction costs have increased with a considerable effect on buildings' Life Cycle Cost (LCC). However, there has been little consideration on economic aspects in the selection of construction materials due to limited information on the materials and dependency in architects' experience and inefficiency in cost estimation, causing design changes, increase in maintenance cost, difficulty in budgeting, and decrease in building performance. To solve these problems, this study proposed a BIM-based material selection model which reflects the comprehensive economic efficiency of building materials. Our cost prediction model can estimates the material-related cost during the entire building life cycle. Furthermore, we implemented the proposed model in connection with BIM, which can analyze and compare LCC by material. Through the validation of the model, we could confirm the necessity of LCC-based material selection in comparison with the conventional cost-centered material selection.

Photo-autotrophic Behavior of Engineered Living Building Materials (Living Building Material의 광합성 작용을 통한 CO2 흡수 능력 평가)

  • Jang, Indong;Yi, Chongku
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2022.11a
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    • pp.31-32
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    • 2022
  • Unlike conventional building materials, the living building material (LBM) cube is composed of sand, gelatin, and cyanobacteria without cement. The surface of the LBM cube absorbs CO2 from the atmosphere by photosynthesis and is deposited in the form of CaCO3. In addition, the crystals generated in this process strengthened the gelatin-sand structure to enhance the compressive strength.

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A nonlinear stress analysis of nuclear containment building using microscopic material model (미시적 재료모델을 사용한 원전 격납건물의 비선형 응력해석)

  • 이상진;김현아;서정문
    • Proceedings of the Korea Concrete Institute Conference
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    • 2000.10a
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    • pp.320-324
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    • 2000
  • Nonlinear stress analysis of nuclear containment building is carried out using microscopic concrete material model. The present study mainly focuses on the evaluation of the ultimate pressure capacity of idealized containment building in nuclear power plant. For this purpose, an eight-node degenerated shell element it adopted and an imaginary opening in the apex of containment building is allowed in FE model. From numerical analysis, the adopted concrete material model performs well and has a good agreement with the result obtained by using ABAQUS. Finally, we propose the present study as a benchmark test for nonlinear analysis of containment building.

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Utilization of PTE and LDPE Plastic Waste and Building Material Waste as Bricks

  • Intan, Syarifah Keumala;Santosa, Sandra
    • Korean Journal of Materials Research
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    • v.29 no.10
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    • pp.603-608
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    • 2019
  • Plastic waste is becoming a problem in various countries because of the difficulty of natural decomposition. One type is PET plastic(Polyethylene Terephthalate), which is often used as a bottle for soft drink packaging, and LDPE(Low Density Polyethylene), which is also widely used as a food or beverage packaging material. The use of these two types of plastic continuously, without good recycling, will have a negative impact on the environment. Building material waste is also becoming a serious environmental problem. This study aims to provide a solution to the problem of the above plastic waste and building material waste by making them into a mixture to be used as bricks. Research is carried out by mixing both materials, namely plastic heated at a temperature of $180-220^{\circ}C$ and building material waste that had been crushed and sized to 30-40 mesh with homogeneous stirring. The ratios of PET and LDPE plastic to building material waste are 9 : 1, 8 : 2, 7 : 3, 6 : 4 and 5 : 5. After heating and printing, density, water absorption and compressive strength tests are carried out. Addition of PET and LDPE plastic can increase compressive strength, and reduce water absorption, porosity and density. A maximum compressive strength of 10.5 MPa is obtained at the ratio of 6 : 4.

A Study on the Performance Measuring Methods and Standard for the Technical Package in Zero Energy Building (제로에너지빌딩의 기술 패키지 구성을 위한 성능 기준 및 성능 측정 방법에 관한 연구)

  • Sung, Uk-Joo;Rim, Min-Yeop;Kim, Seok-Hyun;Cho, Soo
    • Journal of Korean Institute of Architectural Sustainable Environment and Building Systems
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    • v.12 no.6
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    • pp.543-556
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    • 2018
  • Zero energy building was attended for energy consumption minimization by the energy saving technology about building heating and cooling energy consumption and the renewable energy production facility. So the government has supported the zero energy building supply for decreasing green gas emissions. The study about inventory of zero energy building has many proceeding. That inventory need the information of material and equipment. So information of material and equipment about zero energy building must be included for the zero energy building realization. Actually the database of zero energy building inventory construction through the inventory established studies has difficult because the database need many information. In this study, author proposed the test methods and performance reference for upload at inventory. It was constructed to material - module - package. Also the author analyzed the construction of the technical package for zero energy building. The author separated performance category to the energy performance for energy analysis and other performance for confirmed the durability, stability and etc. This performance category proposed the table. The test methods of material and equipment in the passive package and active package proposed to the international standard and korea standard basically korea standard. Also the performance reference was proposed to korea legal standard and various standard by this study results. And the authors proposed the table of performance value, test methods, performance reference. By result of this study, the test methods and performance reference will be used the basic data for inventory of zero energy building.

Study on the Linking Method of Information Factors in order to use in wide of Standard Material into Apartment Housing Construction (공동주택의 표준자재 범용화를 위한 정보요소의 연계 및 개발방안 연구)

  • Park, Geun-Soo;Lim, Seok-Ho
    • Proceeding of Spring/Autumn Annual Conference of KHA
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    • 2008.11a
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    • pp.448-451
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    • 2008
  • This study is under doing to suggest application manual using assembling reference plane design & standard finish material basis upon material classification code as a tool of a linkage between building design and construction standarization in order to enlarge the applicability of house building material that is produced by the module plant. We can say the goal of building standardization intend not only the improvement of construction productibility but also guarantee of subsequent performance through automatization basis upon informationalization of building design. For a etabilishing of this condition, it is neccessary to link the standardization's result of material--design--construction field. According to this neccessity, we are going to suggest information factor that can make relative business manager easily approach to the standardization practical task.

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Assessment of Service Life of Building Materials Based on Performance Degradation (열화성능에 의한 건설자재 수명평가에 관한 연구)

  • Kwon, Young-Il
    • Journal of Applied Reliability
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    • v.6 no.4
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    • pp.275-284
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    • 2006
  • A test method for assessing service life of building materials and components based on performance degradation data is developed. The performance of a building material degrades as time goes by and the failure of the material is often defined as the point at which the performance of the material reaches a pre-specified degraded level. A performance-based test method is developed and a numerical example is provided to illustrate the use of the developed test method.

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A Study on Incombustibility of Building Service System Insulation Material (설비용 단열재 난연성 평가 현황과 개선 방안)

  • Park, Jong-Il;Kim, Suk-Hyun;Hong, Jin-Kwan;Lee, Min-Woo
    • Proceedings of the SAREK Conference
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    • 2006.06a
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    • pp.999-1005
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    • 2006
  • The aim of this paper is to evaluation survey and improvement method of building service system insulation material incombustibility. In Korea, various insulation materials are being used to prevent energy losses. Performance of insulation materials is gradually advanced, and new insulation materials are developed and being used. We don't have prefer test standard of insulation material incombustibility. In this paper we investigate domestic and foreign standard about incombustibility Through the authors will show how we can improve incombustibility test standard in Korea.

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