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최상일(Sang-Il Choi) 한국컴퓨터정보학회 2015 韓國컴퓨터情報學會論文誌 Vol.20 No.11
We propose a hybrid pattern recognition method that effectively combines two different features for improving data classification. We first extract the PCA (Principal Component Analysis) and LDA (Linear Discriminant Analysis) features, both of which are widely used in pattern recognition, to construct a set of basic features, and then evaluate the separability of each basic feature. According to the results of evaluation, we select only the basic features that contain a large amount of discriminative information for construction of the combined features. The experimental results for the various data sets in the UCI machine learning repository show that using the proposed combined features give better recognition rates than when solely using the PCA or LDA features.
Wake Turbulence RE-CAT 적용과 효과성에 관한 연구
최상일,최지호,유수정,임민성,오민하,이수정,김현미,김휘양,Choi, Sang Il,Choi, Ji Ho,Yu, Soo Jeong,Lim, Min Sung,Oh, Min Ha,Lee, Soo Jung,Kim, Hyeon Mi,Kim, Hui Yang 한국항공운항학회 2021 한국항공운항학회지 Vol.29 No.3
Wake turbulence generated by the lead aircraft has a significant impact on the following aircraft and it is has been considered a key factor to consider whenin determining the longitudinal separation between the aircraft. ICAO classifies aircraft into four wake turbulence categories based on the maximum takeoff weight and provides the longitudinal separation minima for each category. Due to richer measured data and better understanding of physical processes, it is raised that classifying aircraft with only four wake turbulence grades is imprecise and leads to over-separation in many instances. In this regards, much research on a new method of classifying Wake Turbulence Category(Re-CAT) has been done by EURO-CONTROL, FAA, and ICAO. The main purpose of this study is to conduct a comparative analysis of the existing wake turbulence separation standards with Re-CAT in terms of departure capacity and the resulting benefits of Re-CAT using the data from the Incheon International Airport. The results show that EUROCONTROL and new ICAO standards have the greater effect on reducing wake turbulence separation, compared to the FAA RE-CAT standards. It is also concluded that Re-CAT presents different results of wake turbulence separation depending on the flight characteristics of each airport.
최상균 ( Sang-kyoon Choi ),김재생 ( Jae-saeng Kim ),한광식 ( Kwang-sik Han ),윤경일 ( Kyung-il Yoon ) 한국고등직업교육학회 2003 한국고등직업교육학회논문집 Vol.4 No.1
GIS is the up-to-date information to be able to support efficiently planning of all sorts, deciding on policies and industrial activities by linking situation and attribute informations computerized about all kinds of natural and artificial things existing on the surface of, under and above the earth. Recently, GIS remote management using WEB gets into the spotlight because we can do easily remote control using internet. This thesis projects and materializes GIS system focusing facility management using WEB. Facility management using WEB is able to cut down cost and manpower required for facility management by linking situation informations about facilities of all sorts and attribute informations related. In the course of construct and design of system, the needs of users is reflected and the up-to-date information technic is used for establishing system. This thesis is cooperative study between industry and academy. So it is made in the side of mutual supplement. After the development of system is completed, it is supplied to public institutions and operated.
부시네스크 식을 이용한 인접 센서 데이터 추세 분석 기반 손망실 계측 센서 데이터 추정 기법
최상일,심승보,공석민,이성원,Choi, Sang-Il,Shim, Seungbo,Kong, Suk-Min,Lee, Seong-Won 한국터널지하공간학회 2021 한국터널지하공간학회논문집 Vol.23 No.4
유지관리에 활용되는 계측 센서들은 교통 수단 통행 및 강우와 같은 다양한 환경적인 요인에 지속적으로 노출됨으로써 손망실 가능성이 점차 증가하게 된다. 관련 연구에 따르면, 국내 지하철 터널 유지관리 계측 센서는 설치 후 약 5~6년이 경과한 상태에서 평균 14.2~14.8%의 손망실율을 보이고, 국외의 경우에는 동일 기준 약 13.9%로 국내외 평균 15%의 유지관리 계측 센서가 5~6년이 지난 후 정상적인 계측 값을 제공하지 못한다는 것을 알 수 있다. 원활한 유지관리를 위해서는 손망실 계측 센서에 대한 보수 및 교체를 통해 해당 계측 데이터를 확보해야 하지만, 일부 손망실된 계측 센서의 경우에는 설치 후 매립되어 유지보수 비용에 단순한 장비 구입만이 아닌 재시공까지 포함되는 등 계측 센서 보수에는 많은 시간 및 비용이 소요되고 이로 인한 지속적인 데이터 손실이 발생한다. 따라서 본 논문에서는 손망실 계측 센서의 보수 및 교체 기간 동안 일시적으로 손실되는 데이터를 추정치로서 보완하여 끊김 없는 인프라 유지관리를 지원할 수 있는 인접 센서 데이터 추세 분석 기반 손망실 계측 센서 데이터 추정 기법을 제안한다. Most of measurement sensors used for maintenance are continuously exposed to various environmental factors such as transportation and rainfall, so the possibility of breakage increases gradually. The maintenance measurement sensor of domestic subway tunnel shows an average of 14.2% to 14.8% of loss rate after about 5 to 6 years from installation, and it shows a sensor loss rate of about 13.9% in case of foreign countries. As a result, it can be seen that an average of 15% of maintenance measurement sensors at home and abroad cannot send measuring values after 5~6 years. In order to continuously collect accurate data, measurement data must be recovered by performing repair or replacement of the sensor, but some lost measurement sensors are buried after installation. So, there are many difficulties in repairing sensors, including cost and time. Therefore, in this paper, we propose lost measurement sensor data estimation technology based on data trend analysis using adjacent sensors.
고압공기분사를 이용한 유류오염토양 세척기법의 적용성 연구
최상일,김강홍,Choi, Sang-Il,Kim, Kang-Hong 한국지하수토양환경학회 2006 지하수토양환경 Vol.11 No.6
유류오염토양에 대한 고압공기분사를 이용한 세척기법의 적용성 연구를 위하여 저유소 주변의 실제 디젤오염토양을 사용하였으며 초기 오염농도는 $2,828{\pm}206\;mg/kg$으로 토양환경보전법상 가지역 우려기준 농도를 5배 이상 초과하였다. 세척공정의 기본 운전인자들에 대한 조건별 효율성 평가 및 최적조건 도출실험을 수행한 결과 효율적인 세척을 위하여 impeller는 편심 및 기울어진 중심에 위치하는 것이 가장 유리하였으며 교반속도는 높은 전단력(shear force)이 발생하는 고속교반조건(300 rpm)에서 세척효율이 가장 우수하였다. 교반시간은 10분이 효율성 및 경제성이 우수한 조건으로 판단되었으며 1차 반응속도식에서 도출된 교반속도별 속도상수들간 증가율 감소를 확인하여, 저속 교반조건(30, 60 rpm)에서도 추가적인 물리적 탈착력이 더해진다면 고속교반조건에서와 같은 제거효율을 얻을 수 있음을 알 수 있었다. 고압공기 분사에 따른 세척효율은 소수성(hydrophobic)의 토양표면 유류물질이 수중의 공기방울 표면에 강하게 부착(attracting)되어 제거됨을 확인하였고 공기압이 높아질수록 반응기내 공기유량이 증가되면서 오염물질의 부착율이 향상되었다. Impeller에 의한 교반과 고압공기 분사 혼합공정에서는 60 rpm, $2\;kg/cm^2$ 조건이 가장 효율적으로 판단되었다. 따라서 고압공기분사를 통한 토양세척기법은 유류오염토양 정화에 효율적 적용이 가능할 것으로 사료된다. Soil washing techniques coupled with high pressure air jet were applied for diesel-contaminated soils sampled by an underground oil reservoir of which the initial total petroleum hydrocarbon (TPH) ($2,828{\pm}206\;mg/kg$) exceeded 5 times of current standard level (500 mg/kg) regulated by the Soil-Environment Conservation Law. Through several tests, we found that the position of impeller has a critical impact for washing efficiencies. The highest washing efficiency was obtained at an oblique angle (30 degree) for the impeller and optimized mixing speed (300 rpm) that could have high shearing forces. Considered economical and feasible aspects, the optimum mixing time was 10 min. Rate constants of TPH removal derived from the first-order equation were not linearly increased as mixing speed increased, indicating that mechanical mixing has some limits to enhance the washing efficiencies. Application of high-pressure air jet in washing process increased the washing efficiency. This increase might be caused by the fact that the surface of micro-air bubbles strongly attached hydrophobic matters of soil particles. As the pressure of air jet increased, the separation efficiencies of TPH-contaminated soil particles increased. In the combined process of high-pressure air jet and mixing by impeller, the optimum mixing speed and air flow-rate were determined to be 60 rpm and $2\;kg/cm^2$, respectively. Consequently, the washing technique coupled with high-pressure air jet could be considered as a feasible application for remediating petroleum-contaminated soils.