• 한국구조물진단유지관리공학회 논문집
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• 제20권4호
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• pp.19-26
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• 2016

최근 층간소음을 저감시키기 위하여 밀도와 동탄성계수가 낮은 바닥완충재를 뜬바닥구조에 사용하며, 이로 인하여 바닥완충재의 처짐 및 상부 마감몰탈의 균열이 발생할 가능성이 높아지고 있다. 이 연구에서는 층간소음 저감을 위하여 사용되는 바닥완충재의 장기처짐을 실험을 통하여 평가하였다. 완충재의 재질, 하부형상, 밀도, 가력하중을 변수로 하는 16개의 바닥완충재에 대하여 490일간의 장기처짐 실험을 하였다. 실험에 의하면 완충재의 장기처짐은 하중가력 200일 시점 이후로 일정한 경향을 보였다. 예외적으로 Polystyrene 재질의 완충재 경우, 250 N 하중재하에서는 160일, 500 N 하중재하에서는 100일 이후로 일정한 경향을 보였다. 이 연구에서는 처짐이 일정해지는 구간을 제외한 증가 구간에 대해 두 가지의 장기처짐 평가식을 작성하였으며, 각각 ISO 20392와 실험값의 추세를 이용한 선형회귀 분석을 이용하였다. 두 평가식과 실험값과의 비교분석에서 처짐량이 10 mm 이하의 경우, ISO 20392와 실험값의 추세를 이용한 선형회귀 분석 방법 모두 오차 0.4 mm 이하로 실제 처짐과 유사하게 나타났다. 단, Polystyrene 재질의 완충재 경우, ISO 20392에 의한 처짐 분석 방법이 더 적절한 것으로 판단되었다.

• 한국철도학회논문집
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• 제5권3호
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• pp.148-157
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• 2002

A health monitoring system becomes a useful tool to obtain information on long term behavior of the important railway structures such as very long span and special type bridges. The health monitoring system not only gives the direct measurement data of the railway bridges but also provides the basic data on the maintenance of the structures. Therefore, periodic calibrations of the health monitoring system will be a necessary step toward precise and accurate assessment of the railway bridges. In this study, the calibration and gauge factor readjustment process made for the health monitoring system installed in the railroad bridges is reviewed and some findings are explained in detail: specifically, the calibrators made for this purpose are illustrated and the regression processes of the calibration on long-term displacement using water level sensor, longitudinal displacement using LVDT sensor, instantaneous displacement using LVDT sensors and accelerometer are described in full length. Based on the regression results, it was found that the gauge factors need to be readjusted according to the regression equation but, since the deviation or shift is not serious so far, long-term observation on each sensor is also recommended. Future work will be concentrated on the long-term analysis of each sensor and on the database creation so that the assessment of the structures is possible.

• International Journal of Concrete Structures and Materials
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• 제11권2호
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• pp.199-213
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• 2017

Chloride penetration is among the main causes of corrosion initiation in reinforced concrete (RC) structures producing premature degradations. Weather and exposure conditions directly affect chloride ingress mechanisms and therefore the operational service life and safety of RC structures. Consequently, comprehensive chloride ingress models are useful tools to estimate corrosion initiation risks and minimize maintenance costs for RC structures placed under chloride-contaminated environments. This paper first presents a coupled thermo-hydro-chemical model for predicting chloride penetration into concrete that accounts for realistic weather conditions. This complete numerical model takes into account multiple factors affecting chloride ingress such as diffusion, convection, chloride binding, ionic interaction, and concrete aging. Since the complete model could be computationally expensive for long-term assessment, this study also proposes model simplifications in order to reduce the computational cost. Long-term chloride assessments of complete and reduced models are compared for three locations in France (Brest, Strasbourg and Nice) characterized by different weather and exposure conditions (tidal zone, de-icing salts and salt spray). The comparative study indicates that the reduced model is computationally efficient and accurate for long-term chloride ingress modeling in comparison to the complete one. Given that long-term assessment requires larger climate databases, this research also studies how climate models may affect chloride ingress assessment. The results indicate that the selection of climate models as well as the considered training periods introduce significant errors for mid- and long- term chloride ingress assessment.

• 한국엔터테인먼트산업학회논문지
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• 제15권1호
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• pp.199-206
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• 2021

초고령 사회가 임박함에 따라 노인성 질환자 또한 증가하고 있으며 이로 인한 사회적 문제로 시설과 정책의 부족이 제기되고 있다. 의료보장의 현실적 대안으로 국민건강보험이 이야기되고 있으며, 요양병원은 급성기 병원과 장기요양시설 사이로 분류되며 의료비 절감의 대체재로 작용하고 있다. 그러나 유지기 재활의 핵심인 요양병원은 서비스의 질적 문제가 심각히 제기되고 있고, 현 의료체계의 문제로 재활 난민이 양산되는 문제가 있다. 특히 2015년 선행연구에서 전라북도의 요양병원 현황이 가장 열악하였으며 이에 공공데이터를 활용하여 전라북도 요양병원 일반현황, 다빈도 상병 현황, 재활서비스 관련 현황, 재활서비스 중 작업치료 관련 현황에 대하여 탐색하고자 한다.

• 한국구조물진단유지관리공학회 논문집
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• 제20권2호
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• pp.34-39
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• 2016

경부 고속철 40 m 단경간 PSC 교량을 대상으로 38 자유도 KTX 동력차를 주행속도 500 km/h까지 12 단계 불규칙 궤도형상과 상호 작용력을 고려하여 해석하였다. 차량의 윤축하중과 중심회전각을 평가하기 위하여 170 m 일반도상을 교량과 조합하여 횡압과 탈선계수 그리고 윤중감소율을 허용기준과 비교하였다. 단순교와 연속교의 교량받침 최대 변위와 누적이동거리를 주행속도별로 해석하였다. PTFE 마찰판과 DP-mate의 EN-1337-2 기준의 장기마찰시험을 수행하였다. 수행된 장기마찰시험은 차세대 고속철의 증가되는 주행속도를 고려하여 개선 방안을 제안하였다.

• 한국건축시공학회지
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• 제18권6호
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• pp.621-631
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• 2018

국내 공공임대주택에서 유지관리 단계에서의 수선유지비는 효율적 관리의 필요와 함께 그 중요성이 부각되고 있다. 본 연구에서는 수선유지비를 예측하는 방법으로서 기존의 실적자료를 통한 방법을 대신하여 물량기반의 예측방법을 제안하고자 한다. 견적방식 모델을 통하여 공동주택 유지관리단계의 40년간을 대상으로 연차 단위별로 수선유지비용을 예측하고 분포 특성에 대한 정보를 제공한다. 수선유지비예측의 정확성을 제고하기 위해, 최근 변경된 장기수선항목 및 수선주기를 반영하였다. 또한 최근에 건설된 공동주택 마감수준을 수선대상으로 포함하였다. 수량산출은 공공임대주택 5개 사례현장을 선정하여 수행되었으며, 세대수 및 연면적 단위로 환산하여 공공임대주택의 수선유지비를 범용적으로 예측하는데 활용될 수 있도록 분석하였다.

• 대한안전경영과학회지
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• 제25권4호
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• pp.141-151
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• 2023

Recently, due to the expansion of the logistics industry, demand for logistics automation equipment is increasing. The modern logistics industry is a high-tech industry that combines various technologies. In general, as various technologies are grafted, the complexity of the system increases, and the occurrence rate of defects and failures also increases. As such, it is time for a predictive maintenance model specialized for logistics automation equipment. In this paper, in order to secure the operational safety and reliability of the parcel loading system, a predictive maintenance platform was implemented based on the Naive Bayes-LSTM(Long Short Term Memory) model. The predictive maintenance platform presented in this paper works by collecting data and receiving data based on a RabbitMQ, loading data in an InMemory method using a Redis, and managing snapshot DB in real time. Also, in this paper, as a verification of the Naive Bayes-LSTM predictive maintenance platform, the function of measuring the time for data collection/storage/processing and determining outliers/normal values was confirmed. The predictive maintenance platform can contribute to securing reliability and safety by identifying potential failures and defects that may occur in the operation of the parcel loading system in the future.

• Nuclear Engineering and Technology
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• 제49권5호
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• pp.914-919
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• 2017

While industry understands the importance of keeping equipment operational and well maintained, the importance of tracking maintenance information in reliability models is often overlooked. Prognostic models can be used to predict the failure times of critical equipment, but more often than not, these models assume that all maintenance actions are the same or do not consider maintenance at all. This study investigates the influence of integrating maintenance information on prognostic model prediction accuracy. By incorporating maintenance information to develop maintenance-dependent prognostic models, prediction accuracy was improved by more than 40% compared with traditional maintenance-independent models. This study acts as a proof of concept, showing the importance of utilizing maintenance information in modern prognostics for industrial equipment.

• 한국압력기기공학회 논문집
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• 제16권1호
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• pp.56-64
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• 2020

The safety related heat exchangers have been evaluated for their performance during the operation of the nuclear power plant. The evaluation program for the safety related heat exchanger was developed in 2010 and used by KHNP based on EPRI TR-10739 algorithms. The spend fuel pool heat exchanger is one of the safety related heat exchanger in the nuclear power plant and also evaluated for their performance. Recently the performance evaluation for the spend fuel pool heat exchanger was not available because of the decreased heat in the spend fuel pool due to the long term overhaul. This paper analyzes the main cause of evaluation failure in the evaluation process and suggests the criteria for the heat exchanger performance evaluation during the long term overhaul.

• 대한치과의사협회지
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• 제52권7호
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• pp.402-407
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• 2014

Recently, more and more clinical cases of peri-implantitis for which surgical therapy is indicated have been reported. Ideal diagnostic modalities, prevelance, indicated therapy, and prognosis for peri-implantitis are still investigated. Scientific evidence of surgical therapy for peri-implantitis are not enough for now, and should be obtained from well-designed, long-term clinical studies in the future. When the surgical approach is applied for peri-implantitis, long-term prognosis of the surgical therapy should be kept in mind and importance of maintenance therapy also have to be emphasized.