• Title/Summary/Keyword: 주성분이론

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Recent Research Trends of Process Monitoring Technology: State-of-the Art (공정 모니터링 기술의 최근 연구 동향)

  • Yoo, ChangKyoo;Choi, Sang Wook;Lee, In-Beum
    • Korean Chemical Engineering Research
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    • v.46 no.2
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    • pp.233-247
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    • 2008
  • Process monitoring technology is able to detect the faults and the process changes which occur in a process unpredictably, which makes it possible to find the reasons of the faults and get rid of them, resulting in a stable process operation, high-quality product. Statistical process monitoring method based on data set has a main merit to be a tool which can easily supervise a process with the statistics and can be used in the analysis of process data if a high quality of data is given. Because a real process has the inherent characteristics of nonlinearity, non-Gaussianity, multiple operation modes, sensor faults and process changes, however, the conventional multivariate statistical process monitoring method results in inefficient results, the degradation of the supervision performances, or often unreliable monitoring results. Because the conventional methods are not easy to properly supervise the process due to their disadvantages, several advanced monitoring methods are developed recently. This review introduces the theories and application results of several remarkable monitoring methods, which are a nonlinear monitoring with kernel principle component analysis (KPCA), an adaptive model for process change, a mixture model for multiple operation modes and a sensor fault detection and reconstruction, in order to tackle the weak points of the conventional methods.

반도체 및 Optic Industries 클린룸 배기가스의 오염제어 및 청정화기술

  • 황유성
    • Air Cleaning Technology
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    • v.17 no.4 s.67
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    • pp.39-57
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    • 2004
  • 첨단산업으로 불리는 반도체, LCD, PDP, 유기EL(OLED) 등의 생산 공정은 고도의 청정상태를 요구하며, 때문에 이들의 생산공정 중 대부분이 클린룸 내에서 이루어진다. 클린룸 내에서의 주요공정은 크게 박막형성(Layering), 노광(Photo Lithography), 식각(Etching) 등 3가지 공정으로 나눌 수 있으며, 반도체 제조공정의 경우 특별히 도핑(Doping) 공정이 추가된다. 오염물질을 함유하는 클린룸 배기는 일반적으로 산, 알칼리, Toxic(PFCs, Flammable), VOC 등으로 분류하며, 각각의 배기는 각 배기특성에 맞는 오염제어 장치를 통해, 정화된 후, 대기로 방출된다. 산, 알칼리 배기는 일반적으로 최종 단계에서 중앙집중식 습식스크러버에 의해 흡수, 중화 처리되며, VOC의 경우 농축기(Concentrator) & 축열식 열 산화장치(RTO) 설비에 의해 연소 처리된다. 하지만 CVD공정으로부터의 배기가 주를 이루는 Toxic배기의 경우, 다량의 PFCs(과불소화합물) 가스를 함유하고 있는 이유로, 대부분 클린룸 내부에 P.O.U(Point of use) 처리장치가 설치되며, P.O.U에 의해 1차 처리된 후 최종적으로 중앙집중식 습식스크러버를 거쳐 대기로 방출된다. 알칼리배기의 주성분으로는 암모니아($NH_3$), HMDS (Hexa Methyl DiSilazane), TMAH (Tetra Methyl Ammonium Hydroxide), LGL, CD 등이며 흡수액에 황산(Sulfuric Acid)용액을 공급, 중화처리하고 있다. 탄소성분을 먹이로 하는 미생물의 번식에 의한 막힘 문제를 제외하고는 큰 문제가 없다. 하지만 Toxic배기 및 산배기의 경우 처리효율이, 가스흡수 이론에 의한 계산결과와 비교할 때, 매우 저조하게 나타나는 효율부족 현상을 겪고 있으며, 이는 잔여 PFCs 가스성분 및 반응에어로졸, 응축에어로졸 등의 영향으로 추정하고 있다. 최근 Toxic 배기의 경우, P.O.U 설비를 Burn & Wet type으로 변경하여, 배기 중 PFCs 및 반응에 에어로졸($SiO_2$)의 농도를 원천적으로 감소시키는 노력이 진행 중이다. 산배기의 경우, 산결로 현상에 의한, 응축에어로졸이 문제가 되고 있으나 내식열교환기(Anti-Corrosive Heat Exchanger), 하전액적스크러버 시스템(Charged Droplets Scrubber System), Wet ESP(Wet Electrostatic Procipitator) 등의 도입을 통해 문제해결을 위한 노력을 경주하고 있다.

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NOx Formation Characteristics of the Coal-derived Synthetic Gas Containing $CH_4$ and $NH_3$ Components (메탄 및 암모니아를 포함하는 석탄 합성가스의 NOx 발생 특성)

  • Lee, Chan
    • Clean Technology
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    • v.14 no.2
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    • pp.117-122
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    • 2008
  • Theoretical analysis was conducted on the combustion and the NOx formation characteristics of the coal-derived synthetic gases with medium-BTU heating value. The synthetic gas was assumed to contain the major species of CO, $H_2,\;CO_2$, and $N_2$ and the minor species of $CH_4$ and $NH_3$. Through thermochemical analysis on the combustion of the synthetic gas, the flame temperature, major and minor species of exhaust gas, and thermal and fuel NOx emissions were computed. In addition, the effects of the $CH_4$ and the $NH_3$ components in syngas fuel on combustion and NOx emission were investigated. Based on the computed results on the synthetic gases, basic direction and guidelines were provided fur the low NOx design of gas turbine combustor.

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Develpoment of Customer Satisfaction Model of Providing Traffic Information through VMS on the Freeway (교통정보 제공에 따른 이용자 만족도 모형 개발 - 고속도로상의 VMS 정보제공을 중심으로 -)

  • Kim, Jang Wook;Kim, Tae Hee;Lee, Soo Beom
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.28 no.5D
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    • pp.597-607
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    • 2008
  • ATIS(Advanced Traffic Information System) provide valuable information as the travel time and traffic congestion, detour, traffic accident information to drivers, so it is being in the spotlight. But so far, the study on the consumer satisfaction with providing traffic information is incomplete. So, this study run a Canonical discriminant analysis and a Canonical correlation analysis by a QuantificationIItheory based on a Traffic Information Satisfaction image data through questionnaires, and found out the factors with influence on the consumer satisfaction. And this study definitely found out the correlation between consumer's recognition and traffic information satisfaction through understanding the change on the recognition about traffic information satisfaction by a QuantificationItheory. Finally, this study found out the change on the sensibility recognition of drivers by running the principal component anlysis, developed the traffic information satisfaction evaluation model considering the change on the recognition by using the structural equation model.

The Structural Characteristics of the Active Ingredients in Several 'Hot and Warm' Herbal Medicine (한약(韓藥)의 온열성약(溫熱性藥)의 성분(成分)과 화학적(化學的) 특성(特性)에 관(關)한 연구(硏究))

  • Shin, Joon-Shik;Ahn, Duk-Kyun;Park, Ho-Koon
    • The Journal of Korean Medicine
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    • v.20 no.1 s.37
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    • pp.1-10
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    • 1999
  • 한약(韓藥)의 효능(效能)은 약성(藥性)에 의해 분류(分類)되고 질병(疾病)을 치료(治療)하며 예방(豫防)하는 작용(作用)을 한다. 그러나 약성(藥性) 이론(理論)의 문헌(文獻)과 임상연구(臨床硏究)는 비교적 많지만 상대적으로 실험연구(實驗硏究)는 일부분에 불과하여 효능(效能)을 입증(立證)하는데 어려움이 많다. 이에 저자(著者)는 온열성약(溫熱性藥)들이 지니고 있는 유효(有效) 성분(成分)들을 조사(調査)하고 이 온열성약(溫熱性藥)에 함유(含有)되어 있는 유효(有效) 성분(成分)들의 구조적(構造的)인 특성(特性)과 화학적(化學的)인 공통점(共通點)을 찾아 온열성약(溫熱性藥)의 분류(分類)에 대한 일반적(一般的)인 기준(基準)을 제시(提示)하고자 하였다. 그 결과 각각의 열성약(熱性藥)과 온성약(溫性藥)들이 함유(含有)하고 있는 유효(有效) 성분(成分)간의 구조적(構造的)인 공통점(共通點)을 찾아내었으며 구조적(構造的)인 공통점(共通點)으로부터 다음과 같은 결론(結論)을 얻었다. 1. 열성약(熱性藥) 중에서 강(强)한 독성(毒性)을 나타내는 부자(附子)와 초오(草烏)의 효능을 나타내는 유효 성분(成分)들은 C19-diterpenoid alkaloid과 C20-diterpenoid alkaloid 계열의 구조(構造)를 지닌 화합물들로 구성(構成)되어 있다. 이 디테르펜 알카로이드(diterpene alkaloid)들의 경우 고리의 구조(構造)가 aconitane(1), hetisan(16)과 7,20-cycloveatchane(17)의 기본골격(基本骨格)을 지니고 있으며, 이 두 가지 기본구조(基本構造)의 공통점(共通點)은 A 고리에 질소를 포함한 2-azabicyclo-[3.3.1]-nonanyl의 부분구조를 갖고 있으며, 이 부분 구조는 자연계에 존재하는 tropane alkaloid들의 기본구조(基本構造)와 유사하다. Tropane alkaloid들은 중추신경계에 작용하는 약물들로 알려져 있으며, tropane alkaloid는 일반적으로 anatoxin a(171)와 같이 강(强)한 독성(毒性)을 나타내며, 부자(附子)와 초오(草烏)가 지니고 있는 강한 독성(毒性)은 바로 2-azabicyclo-[3.3.1]-nonanyl 구조(構造)에 기인하는 것으로 추정할 수 있다. 2. 육계(肉桂)에 주성분으로 함유(含有)되어 있는 cinncassiol(47) 화합물(化合物)들은 분자 내에 bicyclo-[4.3.0]-nonanyl과 bicyclo-[3.3.0]-octanyl의 기본 혹은 부분 구조를 지니고 있다. 3. Cinncassiol(47) 화합물(化合物)들은 강(强)한 항균력(抗菌力)을 보이고 있는데, cinncassiol(47) 화합물들이 지니고 있는 구조적인 특성인 bicyclo-[4.3.0]-nonanyl과 bicyclo-[3.3.0]-octanyl의 기본 혹은 부분 고리구조는 sesquiterpenoid 화합물(化合物)들과 diterpenoid 화합물(化合物)들 중에서 많이 발견되며, 이러한 구조(構造)를 지니고 있는 sesquiterpenoid 화합물(化合物)과 diterpenoid 화합물(化合物)들도 좋은 항균력(抗菌力)을 보이고 있다. 이러한 공통(共通)된 구조상(構造上)의 유사점(類似點)이 항균력(抗菌力)을 나타내는 지표로서 활용 가능성이 기대된다. 4. 온성약(溫性藥)의 경우, 백지(白芷)의 coumarin(39) 화합물(化合物)들과 furocoumarin(61) 화합물(化合物)들, 건량(乾量)의 gingerol(87), shogaol(93), gingerdiol(95) 등과 capsaicin(102), 마황(麻黃)의 ephedrine(124) 계렬(系列) 화합물(化合物)들, 세신(細辛)의 methyleugenol(136)과 asaricin(137)의 구조(構造)에서 발견(發見)할 수 있는 공통적(共通的)인 요소는 phenolic 또는 methoxyphenyl의 공통구조를 지니고 있다. 온성약(溫性藥)의 유효성분들은 공통적으로 phenolic aromatic 화합물(化合物)을 함유(含有)하고 있다. 따라서, 열성약(熱性藥)과 온성약(溫性藥)은 주성분(主成分)들의 분포(分布)가 각기 다르며, 독성(毒性)을 나타내는 열성약(熱性藥)은 2-azabicyclo-[3.3.1]-nonanyl 구조(構造)를 지니고 있고, 육계(肉桂)와 같은 항균력(抗菌力)을 지니는 약물(藥物)은 bicyclo-[3.3.0]-octanyl 또는 bicyclo-[4.3.0]-nonanyl의 구조(構造)를 지닌다. 백지(白芷), 마황(麻黃), 세신(細辛) 등에서 볼 수 있듯이 온성약(溫性藥)은 benzene 구조(構造)를 함유(含有)하는 phenolic aromatic 화합물(化合物)들이 주종을 이룬다.

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The Affects of Assessing Local Festivals on Visitor Satisfaction and Behavioral Intentionteristics of Local Festivals on Visitors' Intention to Revisit -Study Case on the Seoul Friendship Fair hosted by Seoul Metropolitan Government- (지역축제 평가속성이 방문객 만족도 및 행동의도에 미치는 영향 -서울특별시 지구촌 나눔 한마당 축제를 중심으로-)

  • Lee, Won-Hyoung;Jeon, In-Oh
    • The Journal of the Korea Contents Association
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    • v.16 no.8
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    • pp.310-321
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    • 2016
  • This study aims to analyze the impact of elements for evaluating the festival, such as festival content, accessibility and convenience and festival image, on visitor satisfaction and behavioral intention, based on the actual case of Seoul Friendship Fair (SFF) which has been hosted by the City of Seoul every May since 1996. The SFF is participated by 64 embassies operating in Seoul and Seoul's 14 sister & friendship cities. Some 100,000 out of the total 350,000 visitors to the SFF are from overseas. The main elements of this study include survey responses about festival content and population statistics frequency analysis conducted over 277 festival visitors. As for factors, as a result of varimax rotation over main elements, technical statistics, credibility analysis and correlation analysis were done over each element group of five. Hypothesis was validated through regression analysis that the elements for evaluating local festivals have an impact on visitor satisfaction and behavioral intention. The suggestions and results of this study, both theoretical and practical, were presented to help the SFF differentiate itself and thereby become one of Seoul's most representative festivals.

The analysis for emotion stability though music - In prioirty of relieve the adolescent's aggression from smartphone overuse (음악의 정서안정 효과에 대한 분석 -청소년기 스마트 폰 과다 사용으로 인한 공격적 성향 완화를 중심으로)

  • Kim, Kwan-Jin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.5
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    • pp.237-244
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    • 2017
  • This study examined the pathological phenomenon of smartphone addiction and prevention. The smartphone provides many conveniences but it also brings psychological and physical problems, such as failure of learning capacity, maladjustment, and impulsive actions. To provide actual proof, this material included correlation analysis among physical, verbal aggression and smartphone addiction factors through high school students. Using SPSSWIN 22.0, frequency analysis, mail factor analysis, T-test, correlation analysis, regression analysis were also included. The main factors of smartphone addiction discrimination were divided into 'aim for imaginary', 'daily obstacles', 'tolerance', 'withdrawal symptom'. Smartphone addicted group members show the result of r=0.668 (physical aggression), r=0.704 (verbal aggression), r=0.481 (hostility). (p< 0.001). This study focused on the aggression from smartphone overuse and the positive effect of music for adolescent's mind stability. Moreover, suggestions for constant research on the pathological phenomena from smartphone addiction and prevention programs are made.

Adsorption Characteristics of Flue Gas Components on Zeolite 13X and Effects of Impurity (제올라이트 13X에 의한 배가스 성분의 흡착 특성 및 불순물의 영향)

  • Suh, Sung-Sup;Lee, Ho-Jin
    • Korean Chemical Engineering Research
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    • v.54 no.6
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    • pp.838-846
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    • 2016
  • Most of combustion processess used in industries require recovering or removing flue gas components. Recently a new MBA (moving bed adsorption) process for recovering $CO_2$ using zeolite 13X was developed. In this study, adsorption experiments for carbon dioxide, nitrogen, sulfur dioxide, and water vapor on zeolite 13X were carried out. Adsorption equilibrium and adsorption rate into solid particle were investigated. Langmuir, Toth, and Freundlich isotherm parameters were calculated from the experiment data at various temperatures. Experimental results were consistent with the theoretically predicted values. Also $CO_2$ adsorption amount was measured under the conditions with impurities such as $SO_2$ and $H_2O$. Binary adsorption data were well fitted to the extended Langmuir isotherm using parameters obtained from pure component experiment. However, $H_2O$ impurity less than, roughly, ${\sim}10^{-5}H_2O\;mol/g$ zeolite 13X enhanced slightly $CO_2$ adsorption. Spherical particle diffusion model well described experimentally measured adsorption rate. Diffusion coefficients and activation energies of $CO_2$, $SO_2$, $N_2$, $H_2O$ were obtained. Diffusion coefficients of $CO_2$ and $SO_2$ decreased with small amount of preadsorbed impurity. Parameter values from this study will be helpful to design of real commercial adsorption process.

A Study on the Extracting the Core Input and Output Variables in Construction Company using DEA and PCA (DEA와 PCA를 이용한 건설기업의 핵심 투입-산출변수 추출에 관한 연구)

  • Lee, Kyung-Joo;Park, Jung-Lo;Kim, Jae-Jun
    • Korean Journal of Construction Engineering and Management
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    • v.13 no.5
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    • pp.94-102
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    • 2012
  • Recently, the global financial crisis and the increasing number of unsold houses in Korea are construction companies to assess their efficiency. The most important factor in analyzing the efficiency of a company is the input-output variable. However, systematic stud the core input-output variables, which have a great influence on the efficiency analysis. Thus, to the core input-output variables for efficiency analysis of construction companies, this study propose a model that includes all combinations of input-output variables and to find the core input-output variables using the Data Envelopment Analysis(DEA) model and Principal Component Analysis(PCA). Existing research and theories were studied variables and 21 models were established to measure efficiency. were obtained that the core input and output variable in 2006 the number of employees and sales. For 2008, the core input variable was capital stock and the core output variable was quarterly net profit. For 2010, the core input variable was fixed asset and the core output variable was sales. Through obtaining the variables that greatly affect the efficiency of construction companies, it is considered that individual construction companies will be able to prepare a priority strategy to enhance efficiency.

Improved Cycle Life and Storage Performance in High-Voltage Operated Li2MnO3-LiMO2(M=Ni, Co, Mn)/Graphite Cell System by Fluorine Compounds as Main Electrolyte Solvent (고전압 구동 Li2MnO3-LiMO2(M=Ni, Co, Mn)/graphite 시스템에서의 전지 수명 및 고온 방치 특성 향상에 효과적인 플루오로 화합물계 전해액에 대한 연구)

  • Yu, Jung-Yi;Shin, Woocheol;Lee, Byong-Gon
    • Journal of the Korean Electrochemical Society
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    • v.16 no.3
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    • pp.162-168
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    • 2013
  • $Li_2MnO_3-LiMO_2$(M=Ni, Co, Mn) nano-composite is a promising cathode material for xEV application due to its high theoretic capacity. However high voltage operating system of $Li_2MnO_3-LiMO_2$(M=Ni, Co, Mn) has worked as a hurdle in its application because of the inherent demerits, such as cycle life degradation and gas evolution. In order to enhance cell performance of $Li_2MnO_3-LiMO_2$(M=Ni, Co, Mn)/graphite cell, we examined electrolyte mainly composed of FEC, fluroalkyl ether and $LiPF_6$ (F-based EL). F-based EL showed much better discharging retention ratio than 1.3 M $LiPF_6$ EC/EMC/DMC (3/4/3, v/v/v) (STD). Furthermore gas evolution, especially CO and $CO_2$ during $60^{\circ}C$ storage for 30 days was dramatically reduced owing to thermal stable SEI formation effect of F-based EL.