• Title/Summary/Keyword: Long-term performance evaluation

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Evaluation on the Physical Characteristics of Cement-Type Solidification using Weathered Granite St Yellow Soil as an Aggregate (마사토, 황토를 골재로 이용한 시멘트계 고화재의 물리적 특성 평가)

  • 김특준;김인섭;이종규;추용식;김병익;김남호
    • Proceedings of the Korea Concrete Institute Conference
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    • 2002.05a
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    • pp.601-606
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    • 2002
  • This study explored physical properties of a hardened cement and a concrete specimen using a high performance cement type solidification consisting of a weathered granite soil and a yellow soil mainly. Also the development of high performance cement type solidification was purposed for an intensity improvement and a long-term durability. As the experimental results, a mortar used by the weathered granite soil shows positive result, however using the yellow soil as a mortar Shows less positive result at the compressive strength. Also the dynamic modulus of elasticity measurement result, the concrete specimens used by the weathered granite and the yellow soil reached above 90%, so it seems to have the durability of freezing and thawing.

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A Study on Development of Pavement Management System for Cement Concrete Pavement (시멘트콘크리트포장의 유지관리체계(PMS)에 관한 연구)

  • 엄주용;김남호;임승욱
    • Proceedings of the Korea Concrete Institute Conference
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    • 1996.04a
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    • pp.363-369
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    • 1996
  • PMS(Pavement Management System) is the effective and efficient decision making system to provide pavements in an acceptable condition at the lowest life-cycle cost. As the highway system become larger, the necessity of the PMS in increasing. As of December 1995, the 3rd stage of PMS project was completed. The accomplishment of the research work can be itemized to the followings : $\bullet$ Calibration of PMS submodules (1) Pavement Condition Evaluation Model (2) Pavement Distress Prediction Model (3) Pavement Performance Prediction Mode (4) Selection of Pavement Rehabilitation Criteria (5) Optimization Technique for PMS Economic Analysis $\bullet$ Development of Computer Program to Implement PMS Logic $\bullet$ A Study to Implement the Automized Pavement Condition Survey Equipment to PMS $\bullet$ PMS Test Run $\bullet$ Development of PMS Operation Guideline $\bullet$ The 2nd Pavement Condition Survey for Long-Term Pavement Performance Monitoring.

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A Design and Performance Evaluation of Concurrent Synchronization System of Multiple Client on a Mobile Environments (모바일 환경에서 다수 클라이언트의 동시 동기화 시스템 설계 및 성능 평가)

  • Kim, Hong-Ki;Kim, Dong-Hyun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.05a
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    • pp.217-220
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    • 2009
  • The two-way synchronization system in mobile environment processes synchronization of multi clients by order. In this case, that a synchronization operation, which takes long time to process, makes other clients wait is a problem. In this paper, treats to design and materialize a system which processes synchronization operations between clients without update conflicts as using multi queues. Also, compares performance between the simultaneous synchronization and the synchronization in consecutive order by the rate of process term of synchronization operation and the pattern of operation process.

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Bi-LSTM model with time distribution for bandwidth prediction in mobile networks

  • Hyeonji Lee;Yoohwa Kang;Minju Gwak;Donghyeok An
    • ETRI Journal
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    • v.46 no.2
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    • pp.205-217
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    • 2024
  • We propose a bandwidth prediction approach based on deep learning. The approach is intended to accurately predict the bandwidth of various types of mobile networks. We first use a machine learning technique, namely, the gradient boosting algorithm, to recognize the connected mobile network. Second, we apply a handover detection algorithm based on network recognition to account for vertical handover that causes the bandwidth variance. Third, as the communication performance offered by 3G, 4G, and 5G networks varies, we suggest a bidirectional long short-term memory model with time distribution for bandwidth prediction per network. To increase the prediction accuracy, pretraining and fine-tuning are applied for each type of network. We use a dataset collected at University College Cork for network recognition, handover detection, and bandwidth prediction. The performance evaluation indicates that the handover detection algorithm achieves 88.5% accuracy, and the bandwidth prediction model achieves a high accuracy, with a root-mean-square error of only 2.12%.

Evaluation of Daylighting Performance in Office Building with Detailed Global Illuminance Data of Selected Korean Cities (정밀 전천공조도 데이터를 활용한 국내 주요도시 업무용 건물의 자연채광 활용성능 평가)

  • Choi, Su-Hyun;Shin, Sang-Yong;Seo, Dong-Hyun
    • Journal of the Korean Solar Energy Society
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    • v.36 no.6
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    • pp.37-46
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    • 2016
  • In this study, long-term global illuminance data for 19 selected cities are calculated from modeled solar radiation data, AEER's TMY2. Perez model in Daysim daylight simulation tool is used for the solar radiation to illuminance conversion. And then, daylight availability in an unit office space is evaluated for the 19 cities. For this evaluation, various daylight performance indices are reviewed since static daylight performance index such as daylight factor (DF) and annual average global illuminance value is not suitable for actual performance evaluation in terms of visual comfort and light energy saving of a space. This study evaluated daylighting performance of prototypical office space module by introducing DA (daylight autonomy) and UDI (Useful Daylight Illuminance) index for major cities of Korea. Result shows that there is upto 18% of illuminance level difference with annual average global illuminance data, but if we consider useful daylight in a space the illuminance level difference among the cities are only within 5%. This means that for sustainable building design especially in daylight design, amount of annual global illuminance is not important factor even in cloudy cities. Daylight design and daylight harvesting system would return similar energy saving impact regardless of building location.

A Study of Port Facility Maintenance and Decision-making Support System Development (항만시설 유지관리 의사결정 지원 시스템 개발 연구)

  • Na, Yong Hyoun;Park, Mi Yeon;Choi, Doo Young
    • Journal of the Society of Disaster Information
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    • v.18 no.2
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    • pp.290-305
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    • 2022
  • Purpose: Currently, port facility informatization technology is focused on the planning and design phases, so the necessity of research and technology development on the port facility maintenance system based on life cycle-level information is emphasized. Method: Based on the maintenance history data of port facilities and facility operation information, from the perspective of the life cycle of port facilities, the system is configured to enable maintenance decisions for port facilities through analysis of aging patterns, performance degradation prediction models, and risk analysis and proposed a method of expressing information. Result: A function was developed to simultaneously display the SOC performance evaluation and the comprehensive performance evaluation developed in this study, so that mid-to long-term maintenance and reinforcement and facility expansion can be applied and comparatively judged. Conclusion: The integrated port performance system developed in this study induces and supports the risk minimization of port facility management by proactively promoting appropriate repair and reinforcement measures through historical and operational information on port facilities.

Factors Affecting Adherence to Pharmacotherapy in Children with Attention-Deficit Hyperactivity Disorder: A Retrospective Study (주의력결핍 과잉행동장애 아동의 약물치료 순응도에 영향을 미치는 요인 : 후향적 연구)

  • Kim, Yoon-Jung;Oh, So-Young;Lee, Ji-Ah;Moon, Su-Jin;Lee, Won-Hae;Bahn, Geon-Ho
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.21 no.3
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    • pp.174-181
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    • 2010
  • Objectives: To identify the factors affecting long-term adherence to methylphenidate treatment in children with attention-deficit hyperactivity disorder (ADHD). Methods: A retrospective medical record review of 239 ADHD patients (mean age $9.3{\pm}2.6$ years, range 6.0-17.4 years) who had visited the child and adolescent psychiatry clinic at a university hospital, in Seoul, Korea from March 2005 to February 2008. Subjects were diagnosed as ADHD based on the criteria set forth in the Diagnostic and Statistical Manual of Mental Disorders 4th edition, text revision version (DSM-IV-TR) and underwent neuropsychological tests including the continuous performance test (CPT). Treatment discontinuation was defined as the last prescription date when the medication possession rate (MPR) became less than 0.80. Subjects were divided into three groups and labeled as Group I, non-adherence without pharmacotherapy, Group II, non-adherence with short-term pharmacotherapy, and Group III, adherence with long-term pharmacotherapy. Results: Ninety (37.7%) patients were grouped as non-adherent (Groups I+II) and 149 (62.3%) as adherent (Group III). The adherence group exhibited lower intelligence, higher symptom severity, and a higher number of comorbid psychiatric disorders than controls. The use of stimulants was significantly associated with long-term adherence to treatment. Additionally, the duration of interval between the date of the first visit and the date of the first prescription was positively associated with long-term adherence. Conclusion: About two-thirds of patients diagnosed as ADHD adhered to the treatment six months after the first visit. With respect to patient evaluation and the development of treatment strategies, factors affecting early drop-out and longer follow-up must be considered.

Biocompatibility Evaluation of Bent-Type Left Ventricular Assist Device During Long-Term Animal Experiment and Emergent Situation (장기 동물 실험 및 응급상황에서의 곡관형 좌심실보조장치의 생체적합성 평가)

  • Kang, Seong Min;Her, Keun;Choi, Seong Wok
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.38 no.9
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    • pp.739-745
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    • 2014
  • Although medication is given to heart disease patients, conventional medication alone is not sufficient to treat heart disease. However, it has been reported that left ventricular assist device (LVAD) transplantation is an effective bridge to heart transplantation by assisting cardiac function. This study used long-term animal testing and emergency situations with a bovine model (Holstein) and canine model (Labrador-retriever) to evaluate the biocompatibility of LibraHeart-I (LH-1), which is a bent-tube type of LVAD that was developed in a previous study. In the long-term animal testing with the bovine model, the subjects survived for 49 days with no irregularities observed in their complete blood cell counts or the vital sign tests that were carried out during the test period. In short-term animal testing with the canine model, it was observed that blood did not remain inside the LH-I even without power support from an external drive source. In this study, the biocompatibility of the LH-I that was developed in a previous study was verified by the ejection performance during long-term animal testing and emergency situations.

Outdoor Performance Evaluation of Multi-Crystalline Silicon Photovoltaic Module (다결정 실리콘 태양광 모듈의 옥외 성능 평가)

  • Lee, Yuri;Kim, Woo Kyoung;Jung, Jae Hak
    • Current Photovoltaic Research
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    • v.7 no.3
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    • pp.71-75
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    • 2019
  • Solar energy is one of the renewable energy sources. It can respond to expanding energy demand. A solar cell module is designed to have a durability that can be developed over a long period of 25 years to be installed outdoors and perform like a stable power supply. We need Standard Test Condition (STC)-based power output data before and after testing to measure the power output of existing modules. The modules are shown to reduce power output by comparing data before and after outdoor experiments regardless of whether they are indoor or outdoor. It is easy to compare the power output quantities through the module simulator in the indoor. However, it takes a lot of testing time and costs to compare the power output on outdoor in the case of a high number of modules and distance from the module simulator. It can save time and costs if we can check the power output using the data in outdoor. We have used the long-term outdoor test to find the elements out that corresponds to the reductions in power output quantities. We have conducted research that matched the actual and the tests.

Crack-healing and durability performance of self-healing concrete with microbial admixture (미생물 혼입 자기치유 콘크리트의 균열 치유성능 및 내구성능)

  • Chu, Inyeop;Woo, Sang-Kyun;Lee, Byung-Jae;Lee, Yun;Lee, Hyo-Sub
    • KEPCO Journal on Electric Power and Energy
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    • v.7 no.2
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    • pp.295-299
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    • 2021
  • Recently, interest in maintenance has been increasing due to the enlargement and aging of infra structures. Therefore, a new paradigm is required to secure and improve the durability of structures differentiated from the past. Accordingly, research on smart concrete incorporating the concept of self-healing into concrete is being actively conducted. In this study, the crack healing performance and durability performance of self-healing concrete applied with a hydrogel containing biomineral-forming microorganisms were evaluated. As a result of evaluating the dispersion of the hydrogel in concrete, it was confirmed that the hydrogel was well distributed in concrete matrix with a dispersion coefficient of 0.35 to 0.46. The crack healing performance evaluation was verified by a water permeability test, and showed a recovery rate of 95% or more at the age of 28 days, confirming the applicability of self-healing concrete. The durability performance of self-healing concrete was evaluated in terms of resistance to penetration of chloride ion and freezing and thawing. Regardless of the mixing of the hydrogel, the same level of durability performance was shown for various compressive strength level. Therefore, it was confirmed that the microbial admixture did not affect concrete durability. In the future, long-term crack healing performance and durability verification studies should be supplemented.