• Title/Summary/Keyword: Result Analysis and Evaluation

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A Study of evaluation methodology and basic data building to apply for the new renewable energy technology on the type of building (건축물의 유형별 신재생에너지 기술을 적용하기 위한 평가방안과 기초자료 구축에 관한 연구)

  • Choi, Jun-Ho;Kim, Yea-Sang
    • Korean Journal of Construction Engineering and Management
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    • v.14 no.2
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    • pp.108-116
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    • 2013
  • Recently, there is the growing concern about the environment and energy. Such concern has been seen in the field of building. In this study, Analysis was performed about a variety of techniques that can be applied to the building sector. By conducting a survey of expert, Characteristics of each technology and each Building types application are certificated. As a result, The application of renewable energy in buildings and determine the characteristics of each technology are presented. Based on these results, the selection method of the efficient technologies that take advantage of the building of the project from the planning stage are expected.

A Course Scheduling Multi-Agent System For Ubiquitous Web Learning Environment (유비쿼터스 웹 학습 환경을 위한 코스 스케줄링 멀티 에이전트 시스템)

  • Han, Seung-Hyun;Ryu, Dong-Yeop;Seo, Jeong-Man
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.4 s.36
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    • pp.365-373
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    • 2005
  • Ubiquitous learning environment needs various new model of e-learning as web based education system has been proposed. The demand for the customized courseware which is required from the learners is increased. the needs of the efficient and automated education agents in the web-based instruction are recognized. But many education systems that had been studied recently did not service fluently the courses which learners had been wanting and could not provide the way for the learners to study the learning weakness which is observed in the continuous feedback of the course. In this paper we propose a multi-agent system for course scheduling of learner-oriented using weakness analysis algorithm via personalized ubiquitous environment factors. First proposed system analyze learner's result of evaluation and calculates learning accomplishment. From this accomplishment the multi-agent schedules the suitable course for the learner. The learner achieves an active and complete learning from the repeated and suitable course.

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Evaluation of Seismic Responses for Building in Moderate Seismicity Regions Considered Vertical Earthquake Ground Motions (지진지반운동의 수직성분을 고려한 증진지역 건축구조물의 지진응답평가)

  • Han, Duck-Jeon;Ko, Hyun
    • Journal of Korean Association for Spatial Structures
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    • v.9 no.1
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    • pp.69-78
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    • 2009
  • Recent earthquake, such as the Northridge(1994), the Kobe(1995) and the Izmit(1990) earthquakes, gave serious damage in various buildings and bridges by the vertical seismic component. Most of the seismic designs neglect the vertical seismic component for usual frame structures. The purpose of this study is to evaluate the effects of the vertical seismic component and to compare the axial force of columns and plastic rotation angle of the analytical models in these effects. The vertical seismic component produced a large increment of axial force in columns. And the vertical seismic component caused a significant increase of the damage in the columns. As analysis result, increase of axial force cause the damage of columns and give possibility of story collapse mechanism of the structure system. Therefore, area that near fault ground motion is expected may be consider the effect of vertical component of seismic ground motions.

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Development of Rehabilitation and Management Techniques for Old Water Distribution Systems (기존 상수도 노후관망의 개량 및 관리 기법의 개발)

  • 김중훈;김종우
    • Water for future
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    • v.29 no.3
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    • pp.197-205
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    • 1996
  • Flow carrying capacity of water distribution systems is getting reduced by deterioration of pipes in the systems. The objective of this study is to develop a managerial decision-making model for the rehabilitation of water distribution systems with a minimum cost. The decisions made by the model also satisfy the requirements for the discharge and pressure at demanding nodes in the system. The replacement cost, pipe break repair cost, and pumping cost are considered in the economic evaluation of the decision along with the break ratio and interest ratio to determine the optimal replacement time for each pipe. Then, the hydraulic integrity of the water distribution system is checked for the decision by a pipe network simulator, KYPIPE, if the discharge and pressure requirements, the decision made for the optimal replacement time is revised until the requirements are satisfied. The model is applied to an existing water distribution system, the Metropolita Water Supply Project (1st Phase). The result shows that the decisions for the replacement time determined by the economix analysis are accepted as optimal and the hydraulic integrity of the system is in good condition.

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A Study on a Reasonable Choice of Simulation Model for Rainfall-Runoff in the Prior Review System on Disaster Effect (사전재해영향성검토 시 합리적인 홍수유출 모의모형 선정에 관한 연구)

  • Lee, Jung-Min;Yun, Jeong-Ran;Kim, Young-Jin;Jin, Kyu-Nam;Han, Hyung-Geun
    • Land and Housing Review
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    • v.1 no.1
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    • pp.75-82
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    • 2010
  • Urban development is a cause of expansion of impervious area. A permanent storage is operated as a method of reducing runoff of watershed. The purpose of study is to propose reasonable choice of simulation model for rainfall-runoff in the prior review system on disaster effect. First, we indicated problem about concentration time choice in the flood simulation. To test the adequacy of a rainfall-runoff simulation model, We analyzed characteristics of rainfall-runoff about urban and natural watersheds. A simulation model was calibrated with the storm of july 7 to July 9 in 2009. From the result, we proposed that SWMM and kinematic wave method as the flood simulation models for urban and natural watersheds. A simulation model and design method of a permanent storage for flood that is proposed in this study will be useful for practical design of flood simulation. The hydrologic analysis method of the study can be used for capacity evaluation of permanent storage plan.

A Comparative Study on Performance of Deep Learning Models for Vision-based Concrete Crack Detection according to Model Types (영상기반 콘크리트 균열 탐지 딥러닝 모델의 유형별 성능 비교)

  • Kim, Byunghyun;Kim, Geonsoon;Jin, Soomin;Cho, Soojin
    • Journal of the Korean Society of Safety
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    • v.34 no.6
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    • pp.50-57
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    • 2019
  • In this study, various types of deep learning models that have been proposed recently are classified according to data input / output types and analyzed to find the deep learning model suitable for constructing a crack detection model. First the deep learning models are classified into image classification model, object segmentation model, object detection model, and instance segmentation model. ResNet-101, DeepLab V2, Faster R-CNN, and Mask R-CNN were selected as representative deep learning model of each type. For the comparison, ResNet-101 was implemented for all the types of deep learning model as a backbone network which serves as a main feature extractor. The four types of deep learning models were trained with 500 crack images taken from real concrete structures and collected from the Internet. The four types of deep learning models showed high accuracy above 94% during the training. Comparative evaluation was conducted using 40 images taken from real concrete structures. The performance of each type of deep learning model was measured using precision and recall. In the experimental result, Mask R-CNN, an instance segmentation deep learning model showed the highest precision and recall on crack detection. Qualitative analysis also shows that Mask R-CNN could detect crack shapes most similarly to the real crack shapes.

A Health Assessment Platform with IoT Devices (IoT 디바이스를 이용한 건강 평가 플랫폼)

  • La, Hyun Jung;Kim, Moon Kwon;Kim, Soo Dong
    • KIISE Transactions on Computing Practices
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    • v.22 no.5
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    • pp.225-234
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    • 2016
  • The emergence of diverse medical Internet of Things (IoT) devices has facilitated the collection and analysis of medical contexts to assess health conditions. However, the complexity of IoT-based systems for health assessment is quiet high and it requires high development cost, since the designs of the systems highly depend on the heath aspects to be evaluated. In this paper, we propose a design of the platform that provides generic functionalities to various health evaluation applications. We first define a metric for computing a health index, which is a generic health assessment model. And, based on the proposed generic health index, we propose a design of the platform to evaluate diverse aspects of the health including its hardware architecture, software architecture and database design. We describe the result of developing Rainbow Toilet System based on the proposed platform, and assess the practical applicability.

The physical properties evaluation and analysis about color revelation of the black-color mortar which applies the Granulated Blast Furnace Slag (고로(高爐)슬래그 미분말(微粉末)을 활용(活用)한 블랙-컬러모르타르 특성(特性) 및 색상발현(色相發現)에 관한 연구(硏究))

  • Kim, Seol-Hwa;Jang, Hong-Seok;So, Seung-Young
    • Resources Recycling
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    • v.19 no.6
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    • pp.86-92
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    • 2010
  • In the many kind of construct-material, the concrete which has the high-strength and a durability is sufficient to use with structure-material. but the color of concrete is very monotony, so generally concrete isn't used the out surface. although color concrete is a method of expressing surface, the combination of pigment and cement cause many physical problem such as efflorescence phenomenon, strength degradation and so on. In this study, It attempt to develop the black mortar using the industrial granulated blast furnace slag and to evaluate basic physical properties compare with general color concrete to solve the color concrete problem. The result of experiment showed that the flow dropped mixing of pigment. but flow increased in proportion to the mixing rate in occasion of mortar that mix granulated blast furnace sla and black mortar which was made granulated blast furnace slag has more visible black color than any mortar.

Forecasting Model Design of Fire Occurrences with ARIMA Models (ARIMA모델에 기반한 화재발생 빈도 예측모델의 설계)

  • Ahn, Sanghun;Kang, Hoon;Cho, Jaehoon;Kim, Tae-Ok;Shin, Dongil
    • Journal of the Korean Institute of Gas
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    • v.19 no.2
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    • pp.20-28
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    • 2015
  • A suitable monitoring method is necessary for successful policy implementation and its evaluation, required for effective prevention of abnormal fire occurrences. To do this, there were studies for applying control charts of quality management to fire occurrence monitoring. As a result, it was proved that more fire occurs in winter and its trend moves yearly-basis with some patterns. Although it has trend, if we apply the same criteria for each time, inefficient overreacting fire prevention policy will be accomplished in winter, and deficient policy will be accomplished in summer. Thus, applying different control limits adaptively for each time would enable better forecasting and monitoring of fire occurrences. In this study, we treat fire occurrences as time series model and propose a method for configuring its coefficients with ARIMA model. Based on this, we expect to carry out advanced analysis of fire occurrences and reasonable implementation of prevention activities.

Realization of Fractal/Angle Multiplexing using X-Y Galvano Mirrors and Evaluation of Random Access Performance in Holographic Digital Data Storage (X-Y 갈바노 미러를 이용한 홀로그래픽 저장 장치의 프랙탈/각 다중화 구현 및 임의 탐색 성능의 평가)

  • Choi, Jin-Young;Lee, Jae-Sung;Kim, Sang-Hoon;Kim, Jang-Hyun;Yang, Hyun-Seok;Park, No-Cheol;Park, Young-Pil;Park, Joo-Youn
    • Transactions of the Society of Information Storage Systems
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    • v.2 no.1
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    • pp.43-49
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    • 2006
  • Fractal/angle multiplexing is a $LiNBO_3$ crystal using a X-Y Galvano mirror, and the random access concept in fractal/angle multiplexing are discussed in this paper. First, the brief introduction of the designed holographic digital data storage system is presented. Then, the average access time concept for the storage system is newly defined, and the comparison of the average access time between the holographic storage and a conventional optical disk is performed. Second, the basic simulation and experiment to find the X-Y Galvano mirror dynamics are conducted. From this analysis, we find that the average access time in our HDDS which has 6 degree scan angle is about 5 msec. This result is very high performance when it compared with the average access time of a conventional optical disk. Finally, some recording results using fractal/angle multiplexing are presented, then, the relationship between bit error rate and angle mismatch for the each multiplexing are discussed.

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