• 제목/요약/키워드: Air Classification

검색결과 346건 처리시간 0.023초

AN ASSESSMENT OF LAND COVER CHANGES AND ASSOCIATED URBANIZATION IMPACTS ON AIR QUALITY IN NAWABSHAH, PAKISTAN: A REMOTE SENSING PERSPECTIVE

  • Shaikh, Asif Ahmed;Gotoh, Keinosuke
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume II
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    • pp.555-558
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    • 2006
  • In recent years, urban development has expanded rapidly in Nawabshah City of Pakistan. A major effect associated with this population trend is transformation of the landscape from natural cover types to increasingly impervious urban land. The core objective of this study are to provide time-series information to define and measure the urban land cover changes of Nawabshah, Pakistan between the years 1992 and 2002, and to examine related urbanization impacts on air quality of the study area. Two multi-temporal Landsat images acquired in 1992 and 2002 together with standard topographical maps to measure land cover changes were used in this study. The image processing and data manipulation were conducted using algorithms supplied with the ERDAS Imagine software. An unsupervised classification approach, which uses a minimum spectral distance to assign pixels to clusters, was used with the overall accuracy ranging from 84 percent to 92 percent. Land cover statistics demonstrate that during the study period (1992-2002) extensive transformation of barren and vegetated lands into urban land have taken place in Nawabshah City. Results revealed that land cover changes due to urbanization has not only contaminated the air quality of the study area but also raised the health concerns for the local residents.

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Head up Display용 냉각시스템 (The Cooling System for Head up Display)

  • 지용석;김영섭;안병만;임상민
    • 반도체디스플레이기술학회지
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    • 제9권1호
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    • pp.67-71
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    • 2010
  • Head up display’s cooling system is auto-diagnosed resulting from the external environment. The quantity of heat depending on this Head up display’s cooling system layout determines the speed of FAN for system cooling. In other words, a system’s heat quantity is planned through the air density depending on altitude, the amount of wind in air depending on FAN control condition, and the algorithm that is proportional to delta temperature. To detect the altitude, we use the criteria of delta T, which is determined by the subtracted value of LED junction temperature, and atmospheric temperature that is recorded on the Head up display system. Depending on the classification of delta T value, the altitude section is determined. While we can use GPS as the tool to detect the altitude, we should predict the change of the air density as the altitude alters, and should not just measure the altitude. And the value of delta T is used as the criterion of detecting the altitude for increasing the cooling efficiency of the car’s inner Head up display system with reflecting the speed of the FAN dependent upon the air density. In our theory, altitude is depending on the value of delta T and stabilizing or maintaining the system’s temperature by changing FAN’s rpm depending on determined value of altitude.

태양복사 및 기상요소의 고농도 오존형성에 대한 상관성 분석 (Correlation analysis of solar radiation and meteorological parameters on high ozone concentration)

  • 안재호
    • KIEAE Journal
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    • 제12권6호
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    • pp.93-98
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    • 2012
  • The concerns on high ozone concentration phenomenon is significantly growing in Seoul metropolitan area including the industry complex area, like Shiwha Banwol area. The aims of this research is the analysis of relationship between high concentrations of $O_3$ and solar radiation parameters in atmosphere. The understanding of the effects of solar radiation intensity, humidity, high air temperature on ozone concentration in a day is very useful to provide a direction for reducing of the high ozone concentration to a local government or a metropolitan government. The correlation analysis between maximum ozone concentration and various meteorological parameters in 2009 - 2011 carried out using IBM's SPSS program. The results showed that the mean correlations coefficient (R) between daily Ozone maximum and solar radiation resulted R = 0.64 during 2011. May - September in 10 air pollution stations. In case of correlations between daily ozone maximum and relative humidity showed negative correlation R = -0.61. The correlation analysis with mean air temperature during 1-3 PM resulted R = 0.29. This low correlation coefficient could be corrected by using of categorized data of ozone concentration. The daily maximum ozone concentration is more dependent on peak solar radiation and high air temperature during 1-3 PM than its simple daily maximum values. The results of this research would be used to develop the high ozone alert system around Seoul metropolitan area. This correlation analysis could be partially integrated to prediction of ozone peak concentration in connection with other methods like classification and regression tree(CART).

이동표적에 적용 가능한 공대지 유도폭탄의 투하 가능 영역 (Computation of Launch Acceptability Region of Air-to-Surface Guided Bomb for Moving Target)

  • 강예준
    • 한국항공우주학회지
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    • 제49권7호
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    • pp.601-608
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    • 2021
  • 공대지 유도폭탄의 투하 가능 영역(LAR)은 플랫폼이 목표하는 지점에 장착물이 성공적으로 명중하기 위해 진입해야 하는 영역을 의미한다. 목표물의 기동 종류에 따라 크게 고정표적, 이동표적으로 나누며, 본 논문에서는 고정표적 및 이동표적에도 적용 가능한 투하 가능 영역의 산출 알고리즘에 대해 연구하였다. 이는 플랫폼과 표적, 대기환경을 매개변수로 하여 입력변수를 변화시키며 다중 시뮬레이션을 수행 후 회귀 및 분류 알고리즘을 이용하여 적절한 투하 가능 영역을 시현하기 위한 함수를 개발하였다. 운용 적합성을 위한 시현 알고리즘을 적용하여 적절한 투하 가능 영역이 도출되며, 결과적으로 이동표적에도 적용할 수 있는 공대지 유도폭탄의 투하 가능 영역 알고리즘의 적용 가능성을 확인하였다.

군집분석을 통한 풍력자원 수평 공간 분포의 연직 변화에 관한 연구 (Study on vertical variation of horizontal wind energy resources distribution using clustering analysis)

  • 김민정;이화운;이순환;김동혁;정우식;김현구
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2009년도 춘계학술대회 논문집
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    • pp.554-556
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    • 2009
  • Wind classification for exact estimation of wind energy resources was carried out using numerically simulated wind data for three years. The MM5(a fifth-generation Mesoscale Model), developed at Penn State University and the National Center for Atmospheric Research (NCAR), was used to estimate the wind fields in this study. We also use a variant of the K-mean clustering to classify the wind district and define the relation between districts. Wind estimated at surface and 100 m high at Busan area is classified into the 10 and 7 classes, respectively. These discrepancies of wind districts pattern at surface and upper air meteorological data indicates the quantity of wind resources can be changed according to the level of wind data used in estimation. Therefore, the estimation of wind district classification by reasonable wind data is utilized to build the effective policy for wind energy dissemination.

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전기폭발법에 의해 제조된 Ni 나노분말의 분급 특성 (Characterization of Classification of Synthesized Ni Nanopowders by Pulsed Wire Evaporation Method)

  • 박중학;김건홍;이동진;홍순직
    • 한국분말재료학회지
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    • 제24권5호
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    • pp.389-394
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    • 2017
  • Ni wires with a diameter and length of 0.4 and 100 mm, respectively, and a purity of 99.9% are electrically exploded at 25 cycles per minute. The Ni nanopowders are successfully synthesized by a pulsed wire evaporation (PWE) method, in which Ar gas is used as the ambient gas. The characterization of the nanopowders is carried out using X-ray diffraction (XRD) and a high-resolution transmission electronmicroscope (HRTEM). The Ni nanopowders are classified for a multilayer ceramic condenser (MLCC) application using a type two Air-Centrifugal classifier (model: CNI, MP-250). The characterization of the classified Ni nanopowders are carried out using a scanning electron microscope (SEM) and particle size analysis (PSA) to observe the distribution and minimum classification point (minimum cutting point) of the nanopowders.

열매체 가열기 설비에서의 폭발위험관리에 관한 연구 (A Study on Explosion Risk Management for Hot Oil Heater)

  • 장철;권진욱;황명환
    • 대한안전경영과학회지
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    • 제19권3호
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    • pp.1-9
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    • 2017
  • In the industrial field, various type of fuel have been used for product processing facilities. Recent for 10 years, the usage of natural gas (NG) was gradually increased. Because it has many merits; clean fuel, no transportation, storage facility and so on. There are common safety concept that strict explosion protection approaches are needed for facilities where explosive materials such as flammable liquid, vapor and gases exist. But some has an optimistic point of view that the lighter than air gases such as NG disperse rapidly, hence do not form explosion environment upon release into the atmosphere, many parts has a conventional safety point of view that those gases are also inflammable gases, hence can form explosion environment although the extent is limited and present. In this paper, the heating equipments (Hot Oil Heater) was reviewed and some risk management measures were proposed. These measures include hazardous area classification and explosion-proof provisions of electric apparatus, an early gas leak detection and isolation, ventilation system reliability, emergency response plan and training and so on. This study calculates Hazardous Area Classification using the hypothetical volume in the KS C IEC code.

The technological state of the art of wave energy converters

  • GURSEL, K. Turgut
    • Advances in Energy Research
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    • 제6권2호
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    • pp.103-129
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    • 2019
  • While global demand for energy increases annually, at the same time the demand for carbon-free, sulphur-free and NOx-free energy sources grows considerably. This state poses a challenge in the research for newer sources like biomass and shale gas as well as renewable energy resources such as solar, wind, geothermal and hydraulic energy. Although wave energy also is a form of renewable energy it has not fully been exploited technically and economically so far. This study tries to explain those reasons in which it is beyond doubt that the demand for wave energy will soon increase as fossil energy resources are depleted and environmental concerns gain more importance. The electrical energy supplied to the grid shall be produced from wave energy whose conversion devices can basically work according to three different systems. i. Systems that exploit the motions or shape deformations of their mechanisms involved, being driven by the energy of passing waves. ii. Systems that exploit the weight of the seawater stored in a reservoir or the changes of water pressure by the oscillations of wave height, iii. Systems that convert the wave motions into air flow. One of the aims of this study is to present the classification deficits of the wave energy converters (WECs) of the "wave developers" prepared by the European Marine Energy Center, which were to be reclassified. Furthermore, a new classification of all WECs listed by the European Marine Energy Center was arranged independently. The other aim of the study is to assess the technological state of the art of these WECs designed and/or produced, to obtain an overview on them.

딥러닝과 다양한 데이터 증강 기법을 활용한 주변국 군용기 기종 분류에 관한 연구 (A Study on the Classification of Military Airplanes in Neighboring Countries Using Deep Learning and Various Data Augmentation Techniques)

  • 이찬우;황하준;권혁;백승령;김우주
    • 한국군사과학기술학회지
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    • 제25권6호
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    • pp.572-579
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    • 2022
  • The analysis of foreign aircraft appearing suddenly in air defense identification zones requires a lot of cost and time. This study aims to develop a pre-trained model that can identify neighboring military aircraft based on aircraft photographs available on the web and present a model that can determine which aircraft corresponds to based on aerial photographs taken by allies. The advantages of this model are to reduce the cost and time required for model classification by proposing a pre-trained model and to improve the performance of the classifier by data augmentation of edge-detected images, cropping, flipping and so on.

와인 소비자 분류에 따른 와인 선호도에 관한 연구 (A Study on Wine Preference by Wine Consumer Classification)

  • 방진식;전진화
    • 한국조리학회지
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    • 제11권2호
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    • pp.32-47
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    • 2005
  • As wine is increasingly becoming a lifestyle beverage among local consumers, there is a great need to understand wine consumer profiles. According to the research of this study, there is a clear evidence that four wine consumer groups exist in the Korean domestic wine market. Wine consumers are classified into four different groups: connoisseurs, aspirants, newcomers, and outsiders. This study has shown that wine with rich aroma and red wine preferred the most and young wine and white wine are the least selected in general.

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