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A Study on the Surface Damage Detection Method of the Main Tower of a Special Bridge Using Drones and A.I. (드론과 A.I.를 이용한 특수교 주탑부 표면 손상 탐지 방법 연구)

  • Sungjin Lee;Bongchul Joo;Jungho Kim;Taehee Lee
    • Journal of Korean Society of Disaster and Security
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    • v.16 no.4
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    • pp.129-136
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    • 2023
  • A special offshore bridge with a high pylon has special structural features.Special offshore bridges have inspection blind spots that are difficult to visually inspect. To solve this problem, safety inspection methods using drones are being studied. In this study, image data of the pylon of a special offshore bridge was acquired using a drone. In addition, an artificial intelligence algorithm was developed to detect damage to the pylon surface. The AI algorithm utilized a deep learning network with different structures. The algorithm applied the stacking ensemble learning method to build a model that formed the ensemble and collect the results.

Worker Location Tracking System of Shipyard using Power Line Communication and Beacon (전력선 통신과 비컨을 활용한 선박 건조 현장의 작업자 위치 추적 시스템)

  • Taewoong Hwnag;Young-Doo Lee;Ki-Woong Park;In-Soo Koo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.24 no.2
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    • pp.41-49
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    • 2024
  • This paper discusses the modeling and implementation of a worker location system at a shipbuilding site. The importance of worker location in an industrial environment is highlighted as a critical element in the prevention of industrial accidents. The paper presents a worker tracking system that integrates power line and beacon communication to accurately track worker position. Through experiments, the paper demonstrates how to monitor the changes in worker location based on different scenarios and how to access the status of worker location using the manager's web service. The paper can be used for the design of a system that will provide real-time location information to safety managers for the improvement of worker safety management.

Clinical Application of Exosomes for COVID-19 and Diagnosis (COVID-19 치료 및 진단을 위한 Exosome의 임상적 적용)

  • June Seok HEO
    • Korean Journal of Clinical Laboratory Science
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    • v.56 no.1
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    • pp.1-9
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    • 2024
  • Exosomes are nano-sized membrane-bound extracellular vesicles containing various biological molecules, such as nucleic acids, proteins, and lipids, which can be used to modulate physiological processes. The exosomal molecules secreted by cells can be extensively used as tools for diagnosis and therapy. Exosomes carry specific molecules released by the cells they originate from, which can be transferred to surrounding cells or tissues by the exosome. For these reasons, exosomes can be exploited as biomarkers for diagnosis, carriers for drug delivery, as well as therapeutics. In stem cell technology, exosomes have been an attractive option because they can be used as safer therapeutic agents for stem cell-based cell-free therapy. Recently, studies have demonstrated the safety and efficacy of mesenchymal stem cell-derived exosomes in alleviating symptoms associated with coronavirus disease 2019 as they have anti-inflammatory and immunomodulatory potential. Performing multiple studies on exosomes would provide innovative next-generation options for clinical diagnostics and therapy. This review summarizes the use of exosomes focusing on their diverse roles. In addition, the potential of exosomes is illustrated with a focus on how exosomes can be exploited as powerful tools in the days to come.

Probabilistic Safety Assessment of Offsite Power System Under Typhoon-induced High Wind (소외전력망의 태풍 동반 강풍 확률론적 안전성 평가)

  • Kim, Gungyu;Kwag, Shinyoung;Eem, Seunghyun;Jin, Seung-Seop
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.44 no.3
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    • pp.277-282
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    • 2024
  • Recently, the intensity and frequency of typhoons have been increasing due to climate change, and typhoons can cause a loss of offsite power (LOOP) at nuclear power plants (NPPs). Therefore, it is necessary to prepare for typhoon-induced high winds through the probabilistic safety assessment (PSA) of offsite power systems. However, research on PSA for offsite power system in NPPs under typhoon-induced high winds is still lacking. In this study, PSA was performed for offsite power systems subjected to typhoon-induced high winds at the Kori NPP site, which has experienced frequent damages to its offsite power system among NPP sites in Korea. In order to perform PSA for typhoon-induced high winds in offsite power systems, the typhoon hazard at Kori NPP site was derived using logic tree and Monte Carlo simulation. Utilizing the fragility of components constituting the power system, performed a fragility analysis of the power system. Lastly, the probability that offsite power system will not be able to supply power to the NPP was derived.

Performance of Horizontal Drainage in the Slope Using Numerical Analysis (수치해석을 이용한 비탈면 수평배수공의 성능 분석)

  • Sangyun Kim;Hoki Ban
    • Journal of the Korean GEO-environmental Society
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    • v.25 no.8
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    • pp.5-11
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    • 2024
  • Due to the high proportion of mountainous terrain in Korean territory and the concentration of heavy rainfall during the summer season, concerns arise about the potential decrease in slope stability caused by rainfall. Installing slope drainage facilities mitigates the rise in groundwater levels due to infiltration, thus enhancing slope stability. Horizontal drains, classified as auxiliary facilities among drainage systems, lack established installation standards and related research. Slopes with installed horizontal drains have been confirmed to exhibit higher safety factors compared to those without. Furthermore, the safety factor of mimicking horizontal drains by increasing the permeability coefficient of the surrounding ground was compared with that of the conventional simulation method using the Drain function. As a result of the comparison, it was confirmed that the installation length showed better drainage performance than the installation angle in the drainage performance of the horizontal drainage hole, and it was judged that the installation length was a more important factor.

Improving Airline Pilot's Ability for Abnormal & Emergency Situation by Utilizing EBT (EBT를 활용한 민간항공 조종사의 비정상상황 대처능력 향상)

  • Sam-Seung Han;Hyeon-Deok Kim;Kyu-Wang Kim
    • Journal of Advanced Navigation Technology
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    • v.28 no.4
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    • pp.507-517
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    • 2024
  • Analysis of air accident investigation data led experts from ICAO and IATA member countries to agree on the need for further improvements in flight safety and led to a comprehensive review of pilot training. As a result of this review, emphasis was placed on developing pilots' technical as well as non-technical competencies related to CRM. In 2013, ICAO recommended that contracting countries implement EBT to develop and strengthen pilots' competencies to improve flight safety. This study intend to find out how Korean airlines utilize EBT training programs and how they manage threats and errors when encountering abnormal situations to secure and promote safety, which is the original purpose of operations. We sought to derive ways to improve and develop non-technical core competencies.

Designing a Drone Delivery Network for Disaster Response Considering Regional Disaster Vulnerability Index (재난 취약도 지수를 고려한 재난 대응 드론 거점 입지 선정)

  • OkKyung Lim;SangHwa Song
    • The Journal of Bigdata
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    • v.9 no.1
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    • pp.115-126
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    • 2024
  • The scale and cost of disasters are increasing globally, emphasizing the importance of logistics activities in disaster response. A disaster response logistics system must place logistics hub centers in regions relatively safe from disasters and ensure the stable supply of relief goods and emergency medicines to the affected areas. Therefore, this study focuses on locating drone delivery centers that minimize disaster vulnerability when designing a disaster response delivery network. To facilitate the transport of relief supplies via drones, the maximum delivery range of drones is considered and we employed a natural disaster vulnerability index to develop optimization models for selecting drone delivery center locations that minimize disaster vulnerability. The analysis indicates that while the optimization models to minimize disaster vulnerability increase the number of hub investments, these approaches mitigate disaster vulnerability and allows the safe and effective operation of a disaster response logistics system utilizing drone deliveries.

Feedback Analysis Technique for Tunnel Safety by Using Displacements Measured during the Tunnel Excavation (터널굴착변위를 활용한 시공중 피드백 해석기법 연구)

  • Park, Si-Hyun;Shin, Young-Suk
    • Journal of the Korean Geotechnical Society
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    • v.24 no.1
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    • pp.81-89
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    • 2008
  • The purpose of this study is to develop a new technique to quickly assess the quantitative stability of a tunnel by using measured displacement at the tunnel construction site. To achieve this purpose, in this study, a critical strain concept was introduced for the first time and applied to an assessment of a tunnel under construction. The new technique calculates numerically the strains of the surrounding ground by using displacements measured during tunnel excavation. The techniques considering the relative displacement, shotcrete, and anisotropic characteristics of ground were newly introduced after reinvestigating the existing analysis technique. In addition, an analysis module was developed based on the proposed analysis technique in this study, and the applicability of the developed module was verified. To verify the module, first of all, the calculated excavation displacements of a cylindrical tunnel by analytic method and commercial programs (Pentagon-3D, Flac-2D) were compared for the confirmation of applicability of commercial programs. Then, the calculated excavation displacements under the same initial condition, both with and without a shotcrete lining, by two commercial programs were compared. finally, we assess the load condition and material properties of in-situ ground by inputting tunnel excavation displacement, which was calculated by a commercial program, into the developed analysis module (FAST-Ver. 1.2, feedback Analysis System for Tunneling), and checked whether the assessed results conform to the originally assumed values.

The effect of continuous application of the food waste composts on the paddy field environment (음식물류폐기물 활용 퇴비의 장기시용이 논 농업환경에 미치는 영향)

  • Kwon, Soon-Ik;So, Kyu-Ho;Hong, Seung-Gil;Kim, Gun-Yeob;Lee, Jeong-Taek;Seong, Ki-Seog;Kim, Kwon-Rae;Lee, Deog-Bae;Jung, Kwang-Yong
    • Journal of the Korea Organic Resources Recycling Association
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    • v.17 no.3
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    • pp.55-70
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    • 2009
  • The long-term effects and the soil environmental changes were examined to ensure the safety of food waste compost in agricultural use. Based on conventional nitrogen application rate of chemical fertilizer, Pig manure compost with $24g\;N\;kg^{-1}$, $8g\;P_2O_5\;kg^{-1}$, and $10.4g\;K_2O\;kg^{-1}$ and food waste compost with $20g\;N\;kg^{-1}$, $20.1g\;P_2O_5\;kg^{-1}$, and $6.5g\;K_2O\;kg^{-1}$ were applied to the paddy soil in $2{\times}2{\times}2m$ lysimeter in which paddy rice (Oryza sativa L. var Chucheong) were grown. The rice grown where food waste compost applied showed better growth responses than control, whereas less yield rate than chemical fertilizer applied. The contents of organic matter, nitrogen, and phosphorus after experiment were increased with compost applied. In addition, it improved soil aeration by the application of food waste compost, while little difference was observed in the quality of surface, infiltrated, and ground water compared to chemical fertilizer applied or control.

Feasibility Study on the Utilization of Abandoned Underground Excavation Caverns (지하 채굴 폐공동의 활용 가능성 검토)

  • 임한욱;백환조;김치환
    • Tunnel and Underground Space
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    • v.10 no.2
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    • pp.249-256
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    • 2000
  • According to the industrial restructuring in the late 1980's, most domestic mines have been shutdown or suspended in operation. The closed underground excavation caverns remain in their abandoned conditions, and they will potentially cause environmental hazards. To evaluate the feasibility of the utilization of the abandoned caverns, the foreign crises were studied. As a result, we proposed several possible examples including underground storage cavern fur food products, underground compressed air energy system(CAES), and underground repository (or incineration plant) of industrial wastes. Among them, the underground waste repositories are most probable to be seen in Korea in the near future. For this, the study in rock engineering aspects should be conducted, which will include the establishment of support system and safety measure of the abandoned underground excavation caverns.

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