• KIEAE Journal
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• 제17권4호
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• pp.83-88
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• 2017

Purpose: The objective of this study is to develop a predictive model for calculating the amount of cooling load for the different setback temperatures during the setback period. An artificial neural network (ANN) is applied as a predictive model. The predictive model is designed to be employed in the control algorithm, in which the amount of cooling load for the different setback temperature is compared and works as a determinant for finding the most energy-efficient optimal setback temperature. Method: Three major steps were conducted for proposing the ANN-based predictive model - i) initial model development, ii) model optimization, and iii) performance evaluation. Result:The proposed model proved its prediction accuracy with the lower coefficient of variation of the root mean square errors (CVRMSEs) of the simulated results (Mi) and the predicted results (Si) under generally accepted levels. In conclusion, the ANN model presented its applicability to the thermal control algorithm for setting up the most energy-efficient setback temperature.

• 한국지반공학회논문집
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• 제21권2호
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• pp.121-126
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• 2005

건축구조물이나 합 등의 구조물이 부등침하의 영향으로 기울어지게 되는 것은 그리 드문 현상이 아니다. 그동안 구조물의 기울기를 감소시키기 위한 다양한 공학적인 해결방안이 시도되어 왔는데, 그 가운데는 soil extraction 공법도 포함되어 없다. 본 논문에서는 최신의 로보트 굴착장비를 이용한 2개의 원심모형실험을 실시하여 soil extraction공법을 이용하여 기울어진 건물의 경사를 감소시키는 데 있어서의 주된 요소에 대한 연구를 실시하였다. 원심모형실험에서는 모형토조가 고속으로 회전하는 가운데 로보트를 이용하여 기울어진 건물의 주변에 구명을 천공하였다. 지반에 구멍을 천공함으로 지중응력의 감소를 유도하여 건물의 기울기를 성공적으로 감소시킬 수 있었다. 원심모형실험을 통해서 분석된 천공의 순서, 지반의 밀도 및 배열 등이 건물의 기울기를 감소시키는 정도에 대하여 심도 있는 연구를 실시하였다.

• 대한토목학회논문집
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• 제43권6호
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• pp.851-863
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• 2023

일정 규모 이상의 공공 건설 프로젝트에 대한 BIM(Building Information Model) 적용이 의무화됨에 따라 입찰단계에서부터 BIM 요구사항에 대한 관련 절차 및 기술에 대한 폭넓은 이해가 요구되고 있다. 그러나 대부분의 중소 시공 및 엔지니어링 기업은 BIM 수행역량이 낮고 관련 기존 업무 프로세스의 BIM 적용에 대한 이해 높지 않아, 입찰 요구사항에 대한 인지가 어렵고 입찰단계의 합리적인 의사결정이 쉽지 않다. 따라서 본 연구는 BIM 입찰문서 용어를 포함한 형태소 분석기를 딥러닝 모델에 결합하여 입찰문서의 BIM 요구사항의 난이도 판별 방법을 제시한다. 제안된 딥러닝 모델의 매개변수 영향이 조사되었으며 예측 결과의 타당성이 검토되었다. 그 결과, 제안된 모델이 시험 데이터에 대해 F1-score 0.83의 성능을 가지며, 모델의 판별 결과 또한 실제 BIM 수행 난이도를 타당하게 반영하고 있음을 보였다.

• 디지털융복합연구
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• 제5권2호
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• pp.15-24
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• 2007

This article is for building the successful e-learning model. In order to achieve th purpose of this article, it is described as follows. First, the changing educational environment due to Web technology was analyzed; And some Web-based teaching models for desirable performance and how to select the right software were suggested under the given circumstance. Finally, requirements for successful e-learning were described.

• 한국전산구조공학회:학술대회논문집
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• 한국전산구조공학회 1999년도 가을 학술발표회 논문집
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• pp.444-451
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• 1999

The purpose of this study is to Propose data models for central database in integrated system for structural design building. In order to efficiently express data related to structure, I analyzed the structure design process and classified data considering design step. 1 used an object-oriented modeling methodology for logical data model and relational modeling for physical data model. Based on this model, we will develop an integration system with several applications for structure design. Each application will communicate through the central database.

• Wind and Structures
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• 제9권6호
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• pp.473-492
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• 2006

This paper presents numerical results of pedestrian-level wind environment around the base of a row of tall buildings by CFD. Four configurations of building arrangement are computed including a single square tall building. Computed results of pedestrian-level wind flow patterns and wind speeds are compared to previous wind tunnel measurement data to enable an assessment of CFD predictions. The CFD model uses the finite-volume method with RNG $k-{\varepsilon}$ model for turbulence closure. It is found that the numerical results can reproduce key features of pedestrian-level wind environment such as corner streams around corners of upwind building, sheltered zones behind buildings and channeled high-speed flow through a building gap. However, there are some differences between CFD results and wind tunnel data in the wind speed distribution and locations of highest wind speeds inside the corner streams. In locations of high ground-level wind speeds, CFD values match wind tunnel data within ${\pm}10%$.

• 한국건설관리학회논문집
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• 제10권3호
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• pp.130-138
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• 2009

Bromilow's time-cost (BTC) relationship was examined for building projects in Vietnam using actual construction time and total construction cost. Data set was collected from 77 historical building construction projects completed between 1999 and 2005 which were adjusted by consumer price index (CPI) to 2000 price. Time-cost equations were specified respected to two sectors, public and private, in Vietnamese construction industry and all cases. It is shown that a public funded building project has the longer construction duration than a similar budget private funded project. The resulting models are statistically significant. The adjusted R-square coefficients of all cases, public and private projects models are respectively 0.403, 0.436 and 0.377 mean that the BTC regression lines moderately fit the data set.

• 한국건축시공학회:학술대회논문집
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• 한국건축시공학회 2011년도 춘계 학술논문 발표대회 1부
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• pp.211-212
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• 2011

The construction industry has become larger and higher in size. The process of high-rise building construction is complicated and has various conditions affecting productivity. Analysing productivity in high-rise buildings is difficult despite the various productivity analysis methods. In this study, data was collected from actual construction site to analyse the productivity of curtain wall operation by means of Work sampling and Method Productivity Delay Model. As a result, this paper suggests advantages and disadvantages deducted from comparing the two productivity analysis methods.

• 전기학회논문지P
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• 제57권4호
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• pp.444-450
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• 2008

There are several ways to bond to building grounding systems for reducing GPR(ground potential rise) and EMI resulting from power system faults or lightning stroke to building. In order to verify effective bonding practice, the GPR and voltage of equipment due to the direct stroke to building are calculated with ATP-EMTP model for transformer, transmission line and MOV(Metal oxide varistor). The simulated model shows a satisfactory accuracy compared with experimental result for the $8/20{\mu}s$ simulated current pulse. It is observed that separate grounding can cause dangerous voltage to the building equipment and the performance of surge protective device can improve when it is installed to the protected equipment in distance as short as possible.

• 한국정보통신학회논문지
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• 제25권2호
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• pp.334-337
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• 2021

Recently, the necessity of rapid response to social problems such as disasters and quarantine arising from the complex and diverse social structures has emerged. As the number of large buildings increases, large-scale human damage is expected in the event of a disaster such as fire. To solve this problem, efficient control must be achieved through interfacing with various equipment and facilities installed inside the building. In this paper, we intend to study the interface method for various facilities in the building for efficient control. In detail, the facility standard model is defined by examining the status and specification of building. In addition, we intend to design and propose a standard facility communication data frame to support the protocol applicable to this model.