• 제목/요약/키워드: Long-term damage

검색결과 658건 처리시간 0.026초

LSTM-GRU 모델을 활용한 실시간 수위 예측 시스템 구현 (Implementation of real-time water level prediction system using LSTM-GRU model)

  • 조민우;정한결;박범진;임하란;임인애;정회경
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국정보통신학회 2022년도 추계학술대회
    • /
    • pp.216-218
    • /
    • 2022
  • 이상 기후로 인한 자연 재해는 지속적으로 증가하고 있으며, 자연재해 중 가장 많은 피해를 입히는 유형은 폭우, 태풍 등으로 인한 수해 피해로 이러한 재해는 홍수를 동반하여 더욱 큰 피해를 입히기도 한다. 따라서, 홍수 피해를 줄이기 위해 본 논문에서는 LSTM과 GRU를 활용하여 실시간으로 홍수의 주요 파라미터인 수위를 실시간으로 예측할 수 있는 시스템을 제안한다. 홍수 예측을 위해 사용된 입력 데이터는 하천의 상류 및 하류 수위, 기온, 습도, 강수량이 사용되며, 사전에 학습된 LSTM-GRU 모델을 통해 실시간 예측을 진행한다. 입력 데이터는 과거 20시간의 데이터를 활용하여 향후 3시간의 수위를 예측한다. 본 논문에서 제안한 시스템을 통해 위험도 판별 기능을 추가하고 홍수에 노출된 사람들에게 대피 명령을 내릴 수 있다면 홍수로 인한 많은 피해를 줄일 수 있을 것으로 사료된다.

  • PDF

A study of the infill wall of the RC frame using a quasi-static pushover analysis

  • Mo Shi;Yeol Choi;Sanggoo Kang
    • Computers and Concrete
    • /
    • 제32권5호
    • /
    • pp.455-464
    • /
    • 2023
  • Seismologists now suggest that the earth has entered an active seismic period; many earthquake-related events are occurring globally. Consequently, numerous casualties, as well as economic losses due to earthquakes, have been reported in recent years. Primarily, significant and colossal damage occurs in reinforced concrete (RC) buildings with masonry infill wall systems, and the construction of these types of structures have increased worldwide. According to a report from the Ministry of Education in the Republic of Korea, many buildings were built with RC frames with masonry infill walls in the Republic of Korea during the 1980s. For years, most structures of this type have been school buildings, and since the Pohang earthquake in 2017, the government of the Republic of Korea has paid close attention to this social event and focused on damage from earthquakes. From a long-term research perspective, damage from structural collapse due to the short column effect has been a major concern, specifically because the RC frame with a masonry infill wall system is the typical form of structure for school buildings. Therefore, the short column effect has recently been a major topic for research. This study compares one RC frame with four different types of RC frames with masonry infill wall systems. Structural damage due to the short column effect is clearly analyzed, as the result of this research is giving in a higher infill wall system produces a greater shear force on the connecting point between the infill wall system and the column. The study is expected to be a useful reference for research on the short column effect in RC frames with masonry infill wall systems.

Oral Administration of Alcohol-Tolerant Lactic Acid Bacteria Alleviates Blood Alcohol Concentration and Ethanol-Induced Liver Damage in Rodents

  • Misun Yun;Hee Eun Jo;Namhee Kim;Hyo Kyeong Park;Young Seo Jang;Ga Hee Choi;Ha Eun Jo;Jeong Hyun Seo;Ji Ye Mok;Sang Min Park;Hak-Jong Choi
    • Journal of Microbiology and Biotechnology
    • /
    • 제34권4호
    • /
    • pp.838-845
    • /
    • 2024
  • Excessive alcohol consumption can have serious negative consequences on health, including addiction, liver damage, and other long-term effects. The causes of hangovers include dehydration, alcohol and alcohol metabolite toxicity, and nutrient deficiency due to absorption disorders. Additionally, alcohol consumption can slow reaction times, making it more difficult to rapidly respond to situations that require quick thinking. Exposure to a large amount of ethanol can also negatively affect a person's righting reflex and balance. In this study, we evaluated the potential of lactic acid bacteria (LAB) to alleviate alcohol-induced effects and behavioral responses. Two LAB strains isolated from kimchi, Levilactobacillus brevis WiKim0168 and Leuconostoc mesenteroides WiKim0172, were selected for their ethanol tolerance and potential to alleviate hangover symptoms. Enzyme activity assays for alcohol dehydrogenase (ADH) and acetaldehyde dehydrogenase (ALDH) were then conducted to evaluate the role of these bacteria in alcohol metabolism. Through in vitro and in vivo studies, these strains were assessed for their ability to reduce blood alcohol concentrations and protect against alcohol-induced liver damage. The results indicated that these LAB strains possess significant ethanol tolerance and elevate ADH and ALDH activities. LAB administration remarkably reduced blood alcohol levels in rats after excessive alcohol consumption. Moreover, the LAB strains showed hepatoprotective effects and enhanced behavioral outcomes, highlighting their potential as probiotics for counteracting the adverse effects of alcohol consumption. These findings support the development of functional foods incorporating LAB strains that can mediate behavioral improvements following alcohol intake.

Degradation Phenomena of Wooden Pillars in the Main Hall of the Fengguo Monastery, Yixian, Liaoning, China - Scientific Investigation with XRD, IC, and FTIR Analysis -

  • Zhou, Yishan;Matsui, Toshiya;Liu, Cheng;Wang, Fei
    • 보존과학회지
    • /
    • 제36권1호
    • /
    • pp.15-27
    • /
    • 2020
  • The Main Hall of the Fengguo monastery in Yixian county, Liaoning province, China, is the best preserved and largest wooden Buddhist structure, typical of the Liao dynasty style, in China. However, some degradation to the timber frame of the Main Hall has been noted, and this is causing concern in terms of the long-term preservation of the structure. In this study, wooden pillars showing the degradation phenomena of whitening, for areas in contact with the stone floor, and extensive surface damage at higher locations(mostly above 1 m) have been examined. Samples taken from wooden pillar surfaces were analyzed using X-ray powder diffraction, Fourier-transform infrared spectroscopy(FTIR), ion chromatography, and pH measurements. With respect to the whitening phenomenon, we found inorganic calcium precipitates and oxalate ions, along with higher pH values. These symptoms indicated that chemical changes were taking place in response to alkaline conditions, suggesting that alkaline mixtures with calcium content in the foundations may be responsible. Regarding the upper surface-damaged areas, no valid evidence for chemical degradation was found using FTIR analysis, while damaged areas exhibited the presence of more bat guano-related materials than which were apparent in undamaged areas. The occurrence of this surface-damaged phenomenon has therefore been attributed to physical damage caused by bat activity over long periods of time.

포항지진사례 분석을 통한 지진재난 대응 프로세스에 관한 연구 (Study on Earthquake Hazard Response Process by 'Pohang Earthquake' Case Analysis)

  • 강형구;박기종;김혜원
    • 한국콘텐츠학회논문지
    • /
    • 제21권1호
    • /
    • pp.561-571
    • /
    • 2021
  • 2017년 발생한 포항지진은 대규모 지진피해로 인한 장기적인 수습·복구라는 과제를 우리에게 남겨주었다. 기존의 지진대응매뉴얼은 재난업무의 흐름과 장기간 계속되는 지진재난특성을 고려하는 것이 부족하였다. 이에 따라 포항지진과 같이 대규모 지진피해로 인한 국내 지방자치단체의 지진재난대응업무가 실제로 어떻게 이루어졌었는지를 파악하고 기록하는 것은 중요한 일이다. 본 연구는 지진재난특성을 고려하여 2017년 포항 지진 당시 포항시청 각 부서에서 실시하였던 지진재난 관리에 대하여 협업기능별 업무를 시간의 흐름에 따라 분석하였다. 그 결과 지진재난 시 업무와 인력이 가장 많이 필요한 기능은 긴급생활 안정지원, 시설응급 복구, 에너지 기능복구 등으로 나타났다. 또한 기능별 재난대응의 문제점을 분석한 결과, 사전에 피해 예방 및 대비가 각 기능별로 부족했던 것으로 조사되었다. 본 연구는 포항지진 사례를 바탕으로 시간의 흐름에 따라 지진재난 대응 단계를 세분화하고, 각 13개 협업기능에 대한 문제점 분석을 통해 전체적인 지진재난대응업무 프로세스를 제시하였다. 이를 통해 대규모 지진 발생 시 지진재난대응 업무를 수행하는 재난관리자에게 혼란한 재난 상황속에서 효과적으로 업무를 수행할 수 있도록 도움이 될 것으로 기대된다.

흥분제(Psychostimulants)에 대한 신경생물학 측면의 고찰 -Methamphetamine 남용을 중심으로 (Neurobiological Effects of Methamphetamine Abuse on Neurotransmitters: A Review)

  • 이태경;존 E 그랜트;김석원;오동열
    • 대한임상독성학회지
    • /
    • 제1권1호
    • /
    • pp.21-26
    • /
    • 2003
  • Methamphetamine (MA) is a major drug of abuse in Korea. Currently preliminary evidence suggests that MA dependence may cause long-term neural damage in human. Repeated exposure to psychostimulants such as methamphetamine results in behavioral sensitization, a paradigm thought to be relevant to drug craving and addiction in human. Sensitization alters neural circuitry involved in normal processes of incentrive, motivation, and reward. However the precise mechanism of this behavioral sensitization has not yet been fully elucidated. Repeated use of high dose MA causes neurotoxicity which is characterized by a long-lasting depletion of striatal dopamine (DA) and tyrosin hydroxylase activity of DA, DA-transporter binding sites in the striatum. The loss of DA transporters correlates with memory problems and lack of motor coordination. DA fuels motivation and pleasure, but it' s also crucial for learning and movement. This selective review provides a summary of studies that assess the neurobiological mechanisms of MA.

  • PDF

상시진동을 이용한 남해대교의 동특성 평가 (Estimation of Dynamic Characteristics of Namhae Suspension Bridge Using Ambient Vibration Test)

  • 김남식;김철영;정대성;윤자걸
    • 한국소음진동공학회:학술대회논문집
    • /
    • 한국소음진동공학회 2002년도 추계학술대회논문집
    • /
    • pp.988-993
    • /
    • 2002
  • The AVT under traffic-induced vibrations was carried out on Namhae suspension bridge in Korea. Mode shapes as well as natural frequencies up to the 15th mode were acquired exactly, and the effect of traffic mass and temperature on measured natural frequencies was investigated. The results from the AVT are compared with those from forced vibration test(FVT) and FE analysis. In the case of long span suspension bridges such as Namhae bridge which has relatively large mass, the results shows that the measured natural frequencies are not affected by vehicle mass. From the results of long-term variation of natural frequencies due to temperature change, it can be said that temperature effect may be predominant to structural demage effect. Therefore, if damage detection methods based on dynamic characteristics of bridges are to be used, the variation should be taken into consideration.

  • PDF

태안 마도 출토 도자기의 염에 의한 손상상태 연구 (A Study on the Soluble Salt and Deterioration of Ceramics from Taean Shipwreck)

  • 장성윤;남병직;박대우;강현미;정용화
    • 보존과학연구
    • /
    • 통권30호
    • /
    • pp.189-202
    • /
    • 2009
  • Ceramics from Taean shipwreck were studied to investigate the deterioration by soluble salts and desalination pattern according to each ceramic characterization. NaCl crystals were found as a crystal growth on the ceramic microstructure and deteriorated to push off the glaze layer of some Puncheong ware sample. As a result of monitoring the desalination pattern of ceramics for 74days, the earthenware sample with big pores and no glaze removed soluble salts so fast, but Puncheong ware and Whiteware samples removed lots of soluble salts slowly and continuously. Generally, it takes long time to remove soluble salts from porcelains, due to small pores and glaze, but the long-term desalination probably can cause the damage on the surface layer such like glaze. As some soluble salts still remains in the ceramic microstructures after desalination, it is very important to control and keep the relative humidity stable through the proper storage. There are various ceramic deterioration patterns by soluble salts. Therefore, it needs to select the desalination method of ceramics from shipwreck, considering the material characteristics and the production techniques.

  • PDF

Disinfection of various materials with 3-(trimethoxysilyl)-propyldimethyloctadecyl ammonium chloride in hatchery facilities

  • Kim, Yu-Jin;Kim, Jun-Beom;Song, Chang-Seon;Nahm, Sang-Soep
    • Animal Bioscience
    • /
    • 제35권4호
    • /
    • pp.631-637
    • /
    • 2022
  • Objective: Surface disinfection is important in the proper running of livestock farms. However, disinfection of farm equipment and facilities is difficult because they are made of different materials, besides having large surface areas and complex structures. 3-(trimethoxysilyl)-propyldimethyloctadecyl ammonium chloride (Si-QAC) is a quaternary ammonium salt-based disinfectant that attaches to various surfaces by forming covalent bonds and maintains its disinfecting capacity for a considerable time. Our aim was to evaluate the potential use of Si-QAC for disinfection of farm equipment and facilities. Methods: The short- and long-term antimicrobial and antiviral effects of Si-QAC were evaluated in both laboratory and farm settings using modified quantitative assessment method based on the standard operating procedures of the United States Environmental Protection Agency. Results: Si-QAC was highly effective in controlling the growth of the Newcastle disease virus and avian pathogenic Escherichia coli. Electron microscopy revealed that the mechanism underlying the disinfection activity of Si-QAC was associated with its ability to damage the outer membrane of the pathogen cells. In the field test, Si-QAC effectively reduced viral contamination of surfaces of equipment and space. Conclusion: Our results suggest that Si-QAC has great potential as an effective chemical for disinfecting farm equipment and facilities. This disinfectant could retain its disinfection ability longer than other commercial disinfectants and contribute to better farm biosecurity.

재난치안용 무인기 중장기 연구개발 방향 (Mid to Long Term R&D Direction of UAV for Disaster & Public Safety)

  • 김준호
    • 항공우주시스템공학회지
    • /
    • 제14권5호
    • /
    • pp.83-90
    • /
    • 2020
  • 재난·재해는 우리 사회의 인명과 재산에 막대한 피해를 주고 있으며, 국가적으로 해결해야 할 사회문제로서 인식되고 있다. 사물인터넷, 인공지능, 드론(무인기), 빅 데이터와 같은 4차 산업혁명 기술들은 과학·기술적 사회문제해결 도구로서 재난·안전산업 분야에도 흡수되면서 사회 전반에 영향을 미치고 있다. 국내 무인기 관련 29개 기관/기업은 재난치안 현장에서 운용 가능한 멀티콥터형 소형무인기 통합시스템 구축('17~'20)을 완료할 예정이다. 본 논문은 국가 재난대응 체계의 전략 자산으로서 재난치안용 무인기의 중장기적인 발전 방향을 고찰하고자 한다. 먼저, 재난안전 산업 및 정책 동향을 분석하고, 소형무인기 개발현황 및 향후계획, 부족기술 확보, 경쟁력 강화 방안 고찰을 통해 개발전략, 특화임무, 플랫폼, 통신, 관제, 운용 측면에서 재난치안용 무인기의 단계별 연구개발 방향을 제안한다.