• 제목/요약/키워드: Gas classification

검색결과 238건 처리시간 0.03초

Using GAs to Support Feature Weighting and Instance Selection in CBR for CRM

  • 안현철;김경재;한인구
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2005년도 공동추계학술대회
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    • pp.516-525
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    • 2005
  • Case-based reasoning (CBR) has been widely used in various areas due to its convenience and strength in complex problem solving. Generally, in order to obtain successful results from CBR, effective retrieval of useful prior cases for the given problem is essential. However, designing a good matching and retrieval mechanism for CBR systems is still a controversial research issue. Most prior studies have tried to optimize the weights of the features or selection process of appropriate instances. But, these approaches have been performed independently until now. Simultaneous optimization of these components may lead to better performance than in naive models. In particular, there have been few attempts to simultaneously optimize the weight of the features and selection of the instances for CBR. Here we suggest a simultaneous optimization model of these components using a genetic algorithm (GA). We apply it to a customer classification model which utilizes demographic characteristics of customers as inputs to predict their buying behavior for a specific product. Experimental results show that simultaneously optimized CBR may improve the classification accuracy and outperform various optimized models of CBR as well as other classification models including logistic regression, multiple discriminant analysis, artificial neural networks and support vector machines.

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국내 화학물질의 물리적위험성 분류·구분 단일화에 관한 연구 (A Study on Harmonized Classification and Categorization for Physical Hazards of Chemicals in Korea)

  • 이봉우;신동일
    • 한국가스학회지
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    • 제21권4호
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    • pp.30-41
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    • 2017
  • 화학물질은 인류생활과 산업발전을 크게 향상시키며 인류에 많은 이익을 주었지만 일부 위험물질은 인체의 건강과 환경에 유해한 영향을 끼쳐 오래전부터 선진국들은 엄격한 안전기준을 정하여 관리하고 있다. 우리나라는 세계 화학시장의 약 3.4%를 차지하는 화학 강대국으로 성장하고 있다. 국내외 화학물질 관련 법률은 유사하지만 세부적으로는 상이한 점이 많아 안전과 환경에 많은 위험을 주고 산업체 등에게 혼란을 야기시키고 있는 실정이다. 이러한 문제점을 해결하기 위하여 국내 화학물질 관련법과 국제 표준화제도(GHS)를 통일화하고자 하였으며, 산업체의 수출입 시 무역장벽을 해소하고, 위험물에 대한 사고예방 및 대응의 기본이 되는 선진형 물리적 위험성 분류 구분 단일화 방안을 제시하였다.

압축천연가스 버스의 폭발로 인한 다량의 손상 (Accidental Injuries from Explosion of a Compressed Natural Gas Bus)

  • 장석희;강보승;최혁중;강형구;임태호
    • Journal of Trauma and Injury
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    • 제24권2호
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    • pp.129-135
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    • 2011
  • Purpose: During August 2010, a natural gas fuel cylinder on a bus exploded in downtown Seoul, injuring 20 citizens. This kind of blast injury has never been reported in Korea before. Thus, the goal of this study was to review the clinical features of these victims to help physicians manage similar cases and to understand the risk factors associated with blast injuries in everyday life. Methods: Twenty (20) victims who visited nearby emergency departments, and 3 peoples left hospital without care. Seventeen (17) victims were included in this study, and the following factors were investigated: age, sex, type of hospital, diagnosis of injury, injury mechanism, position of victim (in-bus/out of bus), classification of injury severity with START (simple triage and rapid treatment), and classification of injury according to the mechanism of the blast injury. Results: The victims included 8 males (47%), 9 females (53%). The mean age was $37.5{\pm}12$. Thirteen (13) victims were transferred to two tertiary hospitals, and 4 were transferred to two secondary hospitals. The types of injury were 3 fractures, 2 ligaments injuries, 6 contusions, 4 abrasions, and 3 open wounds (one of them was combined fracture). According to START classification, 17 victims were 1 immediate, 11 minor, 5 delayed, and no death. Classifications according to the mechanism of the blast injury were 1 primary injury, 6 secondary injuries (2 of them combined other mechanism), 3 tertiary injuries and 9 quaternary injuries. Conclusion: Trauma care physicians should be familiar with not only the specific types of injuries from blast accidents, but also the potential accidents that may occur in public facilities.

인화성액체 취급 연구실의 폭발위험장소 구분에 관한 기준 적용 연구 (A Study on the Application of Criteria for the Classification of Explosive Hazardous Areas in Flammable Liquid Handling Laboratories)

  • 김민호;이준서;김은희;마병철
    • 한국가스학회지
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    • 제26권6호
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    • pp.1-8
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    • 2022
  • 화학 산업의 발전에 따라 관련 사고가 빈번하게 발생하고 있으며 그 가운데 화재·폭발 사고가 큰 비중을 차지하고 있다. 화재 · 폭발 사고를 방지하기 위해 인화성액체를 취급하는 장소 등은 관련 법령에 근거하여 한국산업표준(KS C IEC60079-10-1)에 따라 폭발위험장소를 구분하도록 하고 있다. 이는 인화성액체를 취급하는 연구실에도 동일하게 적용된다. 본 논문에서는 연구실에서 인화성액체가 누출되어 증발 풀(pool)을 형성하는 경우 한국산업표준에 따른 폭발위험장소 구분 절차의 적용성과 환기속도의 변화가 누출특성에 미치는 영향을 확인하였다. 이를 통해 연구실과 같은 장소는 한국산업표준에 따른 폭발위험장소 구분에 대한 기준적용이 어려우며, 별도의 안전대책이 마련되어야 함을 알 수 있었다.

물질특성 및 운전조건을 고려한 증기상 물질의 2차 누출에 따른 폭발위험장소 범위 선정에 관한 연구 (A Study on Determination of Range of Hazardous Area Caused by the Secondary Grade of Release of Vapor Substances Considering Material Characteristic and Operating Condition)

  • 서민수;김기석;황용우;천영우
    • 한국가스학회지
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    • 제22권4호
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    • pp.13-26
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    • 2018
  • 현재 KS Code 등 국내규정에서는 폭발위험장소의 범위를 계산하는 방법이 명확하게 나타나지 않아, 정확한 범위 선정을 위해서는 확산 모델링 해석을 이용하여야 한다. 본 연구애서는 대표적인 물질과 운전조건을 활용하여 확산 모델링에 비하여 간편하면서도 비교적 합리적인 폭발위험장소의 범위를 산정하는 방법을 제시하고자 하였다. 현재 시행되고 있는 국내외 표준을 바탕으로 폭발하한계(LFL, Lower Flammable Limit)까지 거리에 영향을 미치는 변수를 선정하였다. 총 16종의 인화성물질을 대상으로 물질변수, 운전변수, 기상조건에 대하여 모델링을 진행하였으며, 통계분석을 통해 영향을 미치는 변수를 선별하였다. 선별된 변수를 이용하여 폭발위험장소의 범위 선정을 위한 3단계 분류화 방법(3Step Classification Method)을 작성하였다.

Annual Greenhouse Gas Removal Estimates of Grassland Soil in Korea

  • Lee, Sang Hack;Park, Hyung Soo;Kim, Young-Jin;Kim, Won Ho;Sung, Jung Jong
    • 한국초지조사료학회지
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    • 제35권3호
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    • pp.251-256
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    • 2015
  • The study was conducted to determine greenhouse gas (GHG) inventories in grasslands. After 'Low Carbon Green Growth' was declared a national vision on 2008, Medium-term greenhouse gas reduction was anticipated for 30% reduction compared to Business As Usual (BAU) by 2020. To achieve the reduction targets and prepare to enforce emissions trading (2015), national GHG inventories were measured based on the 1996 Intergovernmental Panel on Climate Change Guidelines (IPCC GL). The national Inventory Report (NIR) of Korea is published every year. Grassland sector measurement was officially added in 2014. GHG removal of grassland soil was measured from 1990 to 2012. Grassland area data of Korea was used for farmland area data in the "Cadastral Statistical Annual Report (1976~2012)". Annual grassland area corresponding to the soil classification was used "Soil classification and commentary in Korea (2011)". Grassland area was divided into 'Grassland remaining Grassland' and 'Land converted to Grassland'. The accumulated variation coefficient was assumed to be the same without time series changes in grassland remaining grassland. Therefore, GHG removal of soil carbon was calculated as zero (0) in grassland remaining grassland. Since the grassland area increases constantly, the grassland soil sinks constantly . However, the land converted to grassland area continued to decrease and GHG removal of soil carbon was reduced. In 2012 (127.35Gg $CO_2$), this removal decreased by 76% compared to 1990 (535.71 Gg $CO_2$). GHG sinks are only grasslands and woodlands. The GHG removaled in grasslands was very small, accounting for 0.2% of the total. However, the study provides value by identifying grasslands as GHG sinks along with forests.

직교이방성 복합재료의 극저온 재료 물성치를 고려한 LNG CCS의 강도 평가에 관한 연구 (Strength Assessment of LNG CCS using Strength Analysis Method for Composite Materials)

  • 정한구;양영순
    • 대한조선학회논문집
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    • 제51권2호
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    • pp.114-121
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    • 2014
  • Liquefied natural gas(LNG) cargo containment system(CCS) has the primary function of ensuring both adequate structural safety with respect to sloshing load which is defined as a violent behaviour of the liquid contents in CCS due to external forced motions and thermal insulation keeping natural gas below its boiling point. Among different LNG CCS types such as independent B-type and membrane ones, Mark III CCS is considered in this paper to perform its strength assessment. Mark III CCS plate is designed and constructed by stacking various non-metallic engineering materials such as plywood, triplex, reinforced PU foam that are supported by series of mastic upon inner steel hull structure. From the viewpoint of structural analysis, this plated structure is treated as a laminated composite structure showing complex structural behaviour under external load. Advanced finite element models of Mark III CCS plate is generated and used in conjunction with ultimate strength based failure criteria from laminated composite mechanics for the strength assessment. The strength assessment is performed within the initial failure state of Mark III CCS plate. Results provide failure details such as failure locations and loads. Finally obtained results are reviewed using the loads from acceptance criteria suggested by classification.

Molecular Classification and Characterization of Human Gastric Adenocarcinoma through DNA Microarray

  • Xie, Hongjian;Eun, Jung-Woo;Noh, Ji-Heon;Jeong, Kwang-Wha;Kim, Jung-Kyu;Kim, Su-Young;Lee, Sug-Hyung;Park, Won-Sang;Yoo, Nam-Jin;Lee, Jung-Young;Nam, Suk-Woo
    • Molecular & Cellular Toxicology
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    • 제3권3호
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    • pp.190-194
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    • 2007
  • Gastric adenocarcinoma (GA) is a major tumor type of gastric cancers and subdivides into several different tumors such as papillary, tubular mucinous, signet-ring cell and adenosquamous carcinoma according to histopatholigical determination. In other hand, GA is also subdivided into intestinal and diffuse type of adenocarcinoma by the Lauren?fs classification. In this study, we have examined differential gene expression pattern analysis of three histologically different GAs of 24 samples by using DNA microarray containing approximately 19000 genetic elements. The hierarchical clustering analysis of 24 gastric adenocarcinomas (12 of intestinal type, 7 of diffuse type and 5 of mixed type) resulted in two major subgroup on dendrogram, and two subgroups included most of intestinal and diffused type of GAs respectively. Supervised analysis of 19 intestinal and diffuse type GAs by using Wilcoxon rank T-test (P<0.01) resulted in 100 outlier genes which exactly separated intestinal and diffuse type of GA by differential gene expression. In conclusion, genome-wide analysis of gene expression of GAs suggested that GAs may subclassify as intestinal and diffused type of GA by their characteristic molecular expression. Our results also provide large-scale genetic elements which reflect molecular differences of intestinal and diffuse type of GAs, and this may facilitate to understand different molecular carcinogenesis of gastric cancer.

호흡기능장애와 관련된 간호진단의 타당도 조사 (Validity of Nursing Diagnoses Related to Difficulty in Respiratory Function)

  • 김조자;이원희;유지수;허혜경;김창희;홍성경
    • 대한간호학회지
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    • 제23권4호
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    • pp.569-584
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    • 1993
  • This study was done to verify validity of nursing diagnoses related to difficulty in respiratory function. First, content validity was examined by an expert group considering the etiology and the signs / symptoms of three nursing diagnoses - ineffective airway clearance, ineffective breathing pattern, impaired gas exchange. Second, clinical validity was examined by comparing the frequencies of the etiologies and signs / symptoms of the three nursing diagnoses in clinical case studies with the results of the content validity. This study was a descriptive study. The sample consisted of 23 experts (professors, head nurses and clinical instructors) who had had a variety of experiences using nursing diagnoses in clinical practice, and 102 case reports done by senior student nurses of the college of nursing of Y-university. These reports were part of their clinical practice in the ICU. The instrument used for this study was a checklist for etiologies and signs and symptoms based on the literature, Doenges and Moorhouse (1988), Kim, McFarland, McLane (1991), Lee Won Hee et al. (1987), Kim Cho Ja et at. (1988). The data was collected over four month period from May 1992 to Aug. 1992. Data were analyzed using frequencies done with the SPSS / PC+ package. The results of this study are summarized as follows : 1. General Characteristics of the Expert Group A bachelor degree was held by 43.5% and a master or doctoral degree by 56.5% of the expert group. The average age of the expert group was 35.3 years. Their average clinical experience was 9.3 years and their average experience in clinical practice was 5.9 years. The general characteristics of the patients showed that there were more women than men, that the age range was from 1 to over 80. Most of their medical diagnoses were diagnoses related to the respiratory. system, circulation or neurologic system, and 50% or more of them had a ventilator with intubation or a tracheostomy. The number of cases for each nursing diagnoses was : · Ineffective airway clearance, 92 cases. · Ineffective breathing pattern, 18 cases. · Impaired gas exchange, 22 cases. 2. The opinion of the expert group as to the classification of the etiology, and signs and symptoms of the three nursing diagnoses was as follows : · In 31.8% of the cases the classification of etiology was clear. · In 22.7%, the classification of signs and symptoms was clear. · In 17.4%, the classification of nursing interventions was clear. 3. In the expert group 80% or mere agreed to ‘dysp-nea’as a common sign and symptom of the three nursing diagnoses. The distinguishing signs and symptoms of (Ineffective airway clearance) were ‘sputum’, ‘cough’, ‘abnormal respiratory sounds : rales’. The distinguishing sings and symptoms of (Ineffective breathing pattern) were ‘tachypnea’, ‘use of accessory muscle of respiration’, ‘orthopnea’ and for (Impaired gas exchange) it was ‘abnormal arterial blood gas’, 4. The distribution of etiology, and signs and symptoms of the three nursing diagnoses was as follows : · There was a high frequency of ‘increased secretion from the bronchus and trachea’ in both the expert group and the case reports as the etiology of ineffective airway clearance. · For the etiologies for ineffective breathing pat-tern, ‘rain’, ‘anxiety’, ‘fear’, ‘obstructions of the tract, ca and bronchus’ had a high ratio in the ex-pert group and ‘decreased expansion of lung’ in the case reports. · For the etiologies for impaired gas exchanges, ‘altered oxygen -carrying capacity of the blood’ and ‘excess accumulation of interstitial fluid in lung’ had a high ratio in the expert group and ‘altered oxygen supply’ in the case reports. · For signs and symptoms for ineffective airway clearance, ‘dyspnea’, ‘altered amount and character of sputum’ were included by 100% of the expert group. ‘Abnormal respiratory. sound(rate, rhonchi)’ were included by a high ratio of the expert group. · For the signs and symptoms for ineffective breathing pattern. ‘dyspnea’, ‘shortness of breath’ were included by 100% of the expert group. In the case reports, ‘dyspnea’ and ‘tachypnea’ were reported as signs and symptoms. · For the sign and symptoms for impaired gas exchange, ‘hypoxia’ and ‘cyanosis’ had a high ratio in the expert group. In the case report, ‘hypercapnia’, ‘hypoxia’ and ‘inability to remove secretions’ were reported as signs and symptoms. In summary, the similarity of the etiologies and signs and symptoms of the three nursing diagnoses related to difficulty in respiratory function makes it difficult to distinguish among them But the clinical validity of three nursing diagnoses was established through this study, and at last one sign and symp-tom was defined for each diagnosis.

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축산생육환경 유해가스 모니터링을 위한 무선가스측정시스템 개발 (Development of Gas Measurement System for the Harmful Gases at Livestock Barn)

  • 김영웅;백승현;박홍배
    • 전자공학회논문지
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    • 제49권9호
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    • pp.314-321
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    • 2012
  • 축산생육환경에서 다양한 경로로부터 발생하는 유해가스는 가축 및 농가작업자에게 직/간접 적으로 영향을 미칠 수 있으며, 점차적인 사육조밀화와 동절기 밀폐환경에 장기간 노출 시 치명적일 수 있다. 본 논문에서는 가축분뇨로부터 발생하는 암모니아, 황화수소, 휘발성유기화합물 가스 등을 모니터링하기 위해 무선가스센서노드와 퍼지 최소-최대 신경회로망을 이용한 가스인식 소프트웨어로 이루어진 가스측정시스템을 제안한다. 제안한 시스템의 성능을 평가하기 위해 가스측정실험환경을 구축하여 제작한 무선가스센서노드로 가스측정실험을 수행하고, 개발한 가스인식 소프트웨어로 대상가스 분류시험을 통해 성능을 입증한다.