• 제목/요약/키워드: Weather conditions

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Utilizing Integrated Public Big Data in the Database System for Analyzing Vehicle Accidents

  • Lee, Gun-woo;Kim, Tae-ho;Do, Songi;Jun, Hyun-jin;Moon, Yoo-Jin
    • 한국컴퓨터정보학회논문지
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    • 제22권9호
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    • pp.99-105
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    • 2017
  • In this paper, we propose to design and implement the database management system for analyzing vehicle accidents through utilizing integration of the public big data. And the paper aims to provide valuable information for recognizing seriousness of the vehicle accidents and various circumstances at the accident time, and to utilize the produced information for the insurance company policies as well as government policies. For analysis of the vehicle accidents the system utilizes the integrated big data of National Indicator System, the Meteorological Office, National Statistical Office, Korea Insurance Development Institute, Road Traffic Authority, Ministry of Land, Infrastructure and Transport as well as the National Police Agency, which differentiates this system from the previous systems. The system consists of data at the accident time including weather conditions, vehicle models, age, sex, insurance amount etc., by which the database system users are able to obtain the integral information about vehicle accidents. The result shows that the vehicle accidents occur more frequently in the clear weather conditions, in the vehicle to vehicle conditions and in crosswalk & crossway. Also, it shows that the accidents in the cloudy weather leads more seriously to injury and death than in the clear weather. As well, the vehicle accident information produced by the system can be utilized to effectively prevent drivers from dangerous accidents.

국지성 기상변화로부터의 피해방지를 위한 WSN 기반의 기상용 필드서버 제작 (Design of WSN-based Weather Field Server for Damage Prevention from Local Weather Condition Changes)

  • 안성모;김재경;유재호;정완영
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2010년도 추계학술대회
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    • pp.151-152
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    • 2010
  • 본 논문에서는 IEEE 802.15.4 기반의 신뢰성 있는 기상데이터의 계측과 모니터링을 위한 기상용 필드서버를 설계 및 제작하였다. 제안된 기상용 필드서버는 무선통신을 담당하는 센서노드와 각각의 기상정보를 수집하는 기상센서보드로 구성되며, 이를 통합한 필드서버를 구축하여 산림, 계곡지역의 국지성 기상변화에 신속하게 대처할 수 있도록 하였다. 또한 서버 PC에서는 각각의 기상관련 정보를 모니터링 및 분석하기 위한 프로그램을 구축하여 국지성 기상변화로부터의 피해방지를 위해 실시간으로 감지하도록 하였다.

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대기상태를 고려한 단기부하예측에 관한 연구 (A study of short-term load forecasting in consideration of the weather conditions)

  • 김준현;황갑주
    • 전기의세계
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    • 제31권5호
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    • pp.368-374
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    • 1982
  • This paper describes a combined algorithm for short-term-load forecating. One of the specific features of this algorithm is that the base, weather sensitive and residual components are predicted respectively. The base load is represented by the exponential smoothing approach and residual load is represented by the Box-Jenkins methodology. The weather sensitive load models are developed according to the information of temperature and discomfort index. This method was applied to Korea Electric Company and results for test periods up to three years are given.

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함정의 기상 변화에 다른 실시간 항해 안전성 평가 (An Evaluation of Real-Time Navigational Safety with Weather Conditions)

  • 공길영
    • 한국국방경영분석학회지
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    • 제25권1호
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    • pp.169-177
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    • 1999
  • There is some limitations for ship to gather weather and sea state information. To make up for this weakness, land organizations can gather the wider variety of information, evaluate the navigational safety on a ship, and supply this information to the ship. In this study, the involuntary speed loss are calculated using the real-time information on weather and considering the increase of resistance induced by wave, and the navigational safety in a seaway is evaluated. The used model for computer simulation is Lpp 93m frigate class ship. The feasibility study is made of using simulation results in actual operation.

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악천후에 대한 고무차륜 AGT 경량전철의 안전 운행속도 (Speed Limitations of the Rubber-Tired AGT Light Rail Vehicle for Inclement Weather)

  • 김연수;박성혁;백남욱
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2003년도 춘계학술대회 논문집
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    • pp.1533-1536
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    • 2003
  • Dynamic model of the rubber-tired AGT light rail vehicle. various load and boundary conditions between vehicle and infrastructures(running track. guidance rail) were defined to analyze vehicular dynamic behaviors occurred by inclement weather(strong wind and earthquake). The dynamic analysis were performed by using a commercialized software RecurDyn. whose results for the magnitudes of wind and earthquake showed the resultant forces and accelerations between car body and bogie, or bogie guidance frame and infrastructures in the various track conditions(straight or curved tracks) and train velocities. Based on these results, speed limitation of tile vehicle were proposed to ensure system stability and passengers safety.

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시정과 습도 관측자료를 이용한 자동 현천 관측 정확도 향상 연구 (Improvement of Automatic Present Weather Observation with In Situ Visibility and Humidity Measurements)

  • 이윤상;최규용;김기훈;박성화;남호진;김승범
    • 대기
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    • 제29권4호
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    • pp.439-450
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    • 2019
  • Present weather plays an important role not only for atmospheric sciences but also for public welfare and road safety. While the widely used state-of-the-art visibility and present weather sensor yields present weather, a single type of measurement is far from perfect to replace long history of human-eye based observation. Truly automatic present weather observation enables us to increase spatial resolution by an order of magnitude with existing facilities in Korea. 8 years of human-eyed present weather records in 19 sites over Korea are compared with visibility sensors and auxiliary measurements, such as humidity of AWS. As clear condition agrees with high probability, next best categories follow fog, rain, snow, mist, haze and drizzle in comparison with human-eyed observation. Fog, mist and haze are often confused due to nature of machine sensing visibility. Such ambiguous weather conditions are improved with empirically induced criteria in combination with visibility and humidity. Differences between instrument manufacturers are also found indicating nonstandard present weather decision. Analysis shows manufacturer dependent present weather differences are induced by manufacturer's own algorithms, not by visibility measurement. Accuracies of present weather for haze, mist, and fog are all improved by 61.5%, 44.9%, and 26.9% respectively. The result shows that automatic present weather sensing is feasible for operational purpose with minimal human interactions if appropriate algorithm is applied. Further study is ongoing for impact of different sensing types between manufacturers for both visibility and present weather data.

노면온도 변화 패턴의 신뢰성 검증 및 노면온도에 근거한 도로구간 분할 방법 연구 (Reliability of Change Patterns of Road Surface Temperature and Road Segmentation based on Road Surface Temperature)

  • 양충헌;윤천주;김진국;박재홍;윤덕근
    • 한국도로학회논문집
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    • 제18권4호
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    • pp.1-8
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    • 2016
  • PURPOSES : This study evaluates the reliability of the patterns of changes in the road surface temperature during winter using a statistical technique. In addition, a flexible road segmentation method is developed based on the collected road surface temperature data. METHODS : To collect and analyze the data, a thermal mapping system that could be attached to a survey vehicle along with various other sensors was employed. We first selected the test route based on the date and the weather and topographical conditions, since these factors affect the patterns of changes in the road surface temperature. Each route was surveyed a total of 10 times on a round-trip basis at the same times (5 AM to 6 AM). A correlation analysis was performed to identify whether the weather conditions reported for the survey dates were consistent with the actual conditions. In addition, we developed a method for dividing the road into sections based on the consecutive changes in the road surface temperature for use in future applications. Specifically, in this method, the road surface temperature data collected using the thermal mapping system was compared continuously with the average values for the various road sections, and the road was divided into sections based on the temperature. RESULTS : The results showed that the comparison of the reported and actual weather conditions and the standard deviation in the observed road surface temperatures could produce a good indicator of the reliability of the patterns of the changes in the road surface temperature. CONCLUSIONS : This research shows how road surface temperature data can be evaluated using a statistical technique. It also confirms that roads should be segmented based on the changes in the temperature and not using a uniform segmentation method.

지역 및 품종에 따른 벼 이삭누룩병 발생과 약제방제 효과 (Incidence of Rice False Smut Caused by Ustilaginoidea virens in Different Geographic Regions and Cultivars, and Its Chemical Control)

  • 심홍식;류재당;한성숙
    • 식물병연구
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    • 제7권2호
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    • pp.102-106
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    • 2001
  • 2000년에 전국적으로 이삭누룩병이 발생한 포장의 비율은 7.5%이었으며, 지역별로는 충북이 13.7%로 가장 높았고 전남이 1.5%로 가장 낮았다. 벼 품종별로는 남천벼가 가장 감수성이었고 흑진주벼는 1999년과 2000년에 전혀 발생이 되지 않아 가장 저항성인 것으로 조사되었다. 이삭누룩병 약제방제 선발 시험결과 터부코나졸 수화제의 방제가는 83.0% 이상으로 가장 우수하였고, 훼림존 성분이 함유된 두 약제도 방제가가 60.9%∼75.9%로 나타났다. 남원 지역의 포장에서 이삭누룩병 발생이 높은 원인은 일조부족 및 강우량이 많아 발병이 조장된 것으로 분석되었다.

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An Efficient Chloride Ingress Model for Long-Term Lifetime Assessment of Reinforced Concrete Structures Under Realistic Climate and Exposure Conditions

  • Nguyen, Phu Tho;Bastidas-Arteaga, Emilio;Amiri, Ouali;Soueidy, Charbel-Pierre El
    • 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.

겨울철 기상이변시 콘크리트의 대응 (Concrete Quality Management for Unexpected Weather Condition)

  • 한상윤;박경택;손호정;백대현;한민철;한천구
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2010년도 춘계 학술논문 발표대회 1부
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    • pp.95-97
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    • 2010
  • This study revealed unusual weather phenomena by comparing and analyzing monthly average temperature and amount of snowfall for the past 10 years, and, based on the weather phenomena, analyzed damage cases of concrete structures in winter. As a result, the temperature for the recent one year became greatly low compared with the monthly average for the past 10 years, and the snowfall increased by 4-5 times compared with the past, so that the frost damage of concrete structures also greatly occurred. Accordingly, in case of concrete construction, because there may occur various variables owing to abnormal weather conditions, it is required that thorough quality control should be performed even from the stage of construction plan, execution and maintenance.

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