• 제목/요약/키워드: General Component Analysis

검색결과 479건 처리시간 0.025초

화학혼화제의 성분함유율 변화에 따른 콘크리트의 특성분석 (Analysis of concrete characteristic depending on chemical admixtures changing component content ratio)

  • 류현기
    • 한국건축시공학회지
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    • 제9권2호
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    • pp.85-91
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    • 2009
  • W/C and unit volume, which significantly affect quality of concrete related to strength and durability, are regulated at below $185kg/m^3$ for regular concrete generally used in standard specification for constructions. The aim of this research is to develop chemical admixture and find out its potential use by identifying characteristics of admixtures added to soft concrete and hardening concrete, of which content ratio of component for each type of admixtures is subject to change in accordance with unit volume within KS' allowable range. Sodium gluconate, polyoxyethylene nonylphenyl ether, poly carboxylic copolymer in slump, which is characteristic of soft concrete, are deemed highly sensitive while there is no air entrainment except for $10\sim70%$ in WE, WR component content ratio and NP. In hardening concrete, strength in general showed higher action in compressive strength and tensile strength than in plain strength. Use of proper AE agent and AE water reducing agent at the same time is deemed to be used as chemical admixtures capable of manufacturing high-quality, high-quantity concrete.

Stochastic analysis of fluid-structure interaction systems by Lagrangian approach

  • Bayraktar, Alemdar;Hancer, Ebru
    • Structural Engineering and Mechanics
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    • 제20권4호
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    • pp.389-403
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    • 2005
  • In the present paper it is aimed to perform the stochastic dynamic analysis of fluid and fluidstructure systems by using the Lagrangian approach. For that reason, variable-number-nodes twodimensional isoparametric fluid finite elements are programmed in Fortran language by the authors and incorporated into a general-purpose computer program for stochastic dynamic analysis of structure systems, STOCAL. Formulation of the fluid elements includes the effects of compressible wave propagation and surface sloshing motion. For numerical example a rigid fluid tank and a dam-reservoir interaction system are selected and modeled by finite element method. Results obtained from the modal analysis are compared with the results of the analytical and numerical solutions. The Pacoima Dam record S16E component recorded during the San Fernando Earthquake in 1971 is used as a ground motion. The mean of maximum values of displacements and hydrodynamic pressures are compared with the deterministic analysis results.

Antioxidant, antinociceptive activity and general toxicity study of Dendrophthoe falcata and isolation of quercitrin as the major component

  • Hasan, Md Shihab;Ahmed, Md Iqbal;Mondal, Sukla;Masud, Mohammad Methedi;Sadhu, Samir Kumar;Ishibashi, Masami;Uddin, Shaikh Jamal
    • Advances in Traditional Medicine
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    • 제6권4호
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    • pp.355-360
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    • 2006
  • Plants have been used in traditional medicinal system for centuries. Bangladeshi medicinal plants have received considerable attention from the researchers for evaluation of their bioactivity. As a part of our ongoing research of screening the Bangladeshi medicinal plants, the ethanolic extract of Dendrophthoe falcata have been chosen for the present study. The ethanolic extract of the leaves of the plant have been assessed for their antioxidant, antinociceptive, and general toxicity. The extract showed potent antioxidant activity ($IC_{50}5.1{\mu}g/ml$) using DPPH radical scavenging assay, which is comparable to the standard ascorbic acid ($IC_{50}4.6{\mu}g/ml$). The extract significantly and dose dependently inhibited the acetic acid induced writhing in mice (71.2%, P < 0.001 and 28.0%, P < 0.05 for 500 and 250 mg/kg body weight, respectively). A general toxicity was assessed by a simple and low cost assay using brine shrimp lethality as an indicator. The extract showed low level of toxicity ($LC_{50}100{\mu}g/ml$). Using different chromatographic techniques, quercitrin (quercetin 3-O-${\alpha}$-rhamnoside) was separated as the major component from the extract. The structure was elucidated by detailed 1D and 2D NMR and mass spectral analysis.

주성분 분석의 안전한 다자간 계산 (Secure Multiparty Computation of Principal Component Analysis)

  • 김상필;이상훈;길명선;문양세;원희선
    • 정보과학회 논문지
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    • 제42권7호
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    • pp.919-928
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    • 2015
  • 최근 대용량 데이터 대상의 프라이버시 보호 데이터 마이닝(privacy-preserving data mining: PPDM)이 활발히 연구되고 있다. 본 논문에서는 민감한 데이터 집합의 상관관계를 파악하는데 널리 사용되는 주성분 분석 기반의 PPDM을 다룬다. 일반적으로 주성분 분석은 모든 데이터를 한 곳에 모아 처리해야 하므로 민감한 데이터가 서로에게 공개되고, 상당한 계산량을 요구하며, 또한 데이터를 모으는 과정에서 많은 통신 오버헤드가 발생한다. 이러한 문제를 해결하기 위하여 본 논문은 데이터를 한 곳에 모으지 않고도 주성분 분석을 안전하게 계산하는 효율적인 방법을 제안한다. 제안하는 방법은 노드들 간에 한정된 정보만을 공유하면서도 원래의 주성분 분석 결과와 동일한 결과를 얻을 수 있다. 또한 안전한 주성분 분석에 저차원 변환을 적용하여 안전한 유사 문서 검색에 사용한다. 마지막으로 다양한 실험을 통해 제안한 방법이 대용량의 다차원 데이터에서 효율적으로 동작함을 확인한다.

"거머리 말"의 화학성분에 관한 연구 (Studies on the Chemical composition of Zostera marina)

  • 박명삼
    • Journal of Plant Biology
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    • 제12권1호
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    • pp.1-6
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    • 1969
  • General components, free sugars, and free amino acids about Zostera marina which is much distributing and producing along the coastlines of Korea have been separated and identified through Ion exchange resin and Paper chromatography method. So distrigushed are sugars contained that this was quantitated by Bertrand method. 1) The result of the general component analysis of Zostera marina shows that there are much free sugars. 2) According to Bertrand method sugar containment quantitated from terrestrial stem and subterranean stem on Po-hang and Ko-hung areas is much more in terrestrial stem than subterranean stem. 3) Seven kinds of sugars are used in experiments(Table 2) among there glucose, fructose and sucrose which keep the sweetness are very much contained. 4) Shown in Fig. 3 ten kinds of free amino acids inspected from experimental liquid by Paper chromatography are separated, which are known, and one spot which in unknown is additionally separated, and in which four kinds of essential amino acid to nutrient are contained.

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정보보호 아키텍처 구성과 보안활동이 정보자산보호 및 조직성과에 미치는 영향 (The Effect of Composition and Security Activities for Information Security Architecture on Information Asset Protection and Organizational Performance)

  • 정구헌;이동욱;정승렬
    • 정보처리학회논문지D
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    • 제17D권3호
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    • pp.223-232
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    • 2010
  • 본 연구는 정보보호 아키텍처 구성과 보안활동이 정보자산보호 및 조직성과에 미치는 영향력을 밝히는데 목적을 갖고 정부, 공공기관, 민간 기업 종사자 300명을 대상으로 설문조사 하였다. 연구결과 분류식별과 위험분석 관리요인이 내부정보 유출방지를 위한 정보보호 아키텍처 구성 및 보안활동에 유용성을 갖는 것으로 나타났다. 그리고 정보기술 아키텍처와 구성원의 인식과 교육요인은 기각됨으로써 제한적인 정보보호 아키텍처 구성 및 보안활동이 요구됨을 시사해 주었다. 독립변인으로서의 아키텍처와 구성원에 대한 재인식을 위한 교육은 그 만큼 중요함을 인식시켜 주고, 일반화된 프로세스로 정보보호 통제나 관리 활동에 크게 기여하지 못하고 다만 위험분류 식별관리와 위험분석 관리의 일반화를 통한 엄격한 보안활동이 유의적인 조직성과에 미치는 영향이 큼을 시사해 준 것이라 할 수 있다.

영산강 하구 해수역의 수질 및 식물플랑크톤 생체량(chlorophyll-a) 변동 특성: 장기(2009-2018년) 자료 분석 (Characteristics of Water Quality and Chlorophyll-a in the Seawater Zone of the Yeongsan River Estuary: Long-term (2009-2018) Data Analysis)

  • 박상준;신용식
    • Ocean and Polar Research
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    • 제44권1호
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    • pp.13-27
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    • 2022
  • The Yeongsan River estuary was altered by a sea dike built in 1981 and the sluice gates in the dike were extended recently in 2014. The construction has caused changes in water properties and hydrodynamics and also produced disturbances including hypoxia and algal blooms. We analyzed the water quality and chlorophyll-a data (2009-2018) collected seasonally at 3 stations (Sts. 1-3) along the channel of the estuary by the Marine Environmental Monitoring System. Variations in water quality and chlorophyll-a (an index of phytoplankton biomass) were examined and their stressors were also identified by statistics including correlation and multivariate principal component analyses (PCA). The water quality was mainly affected by freshwater discharge from the dike. Salinity, nutrients and chlorophyll-a were especially affected by the discharge and the effect enhanced during summer and at the upper region near the sea dike decreasing downstream. Three factors were extracted for each station in the PCA accounting for 66.07-72.42% of the variations. The first was an external factor associated with freshwater discharge and the second and third were seasonal or biological factors. The results indicate that the water quality is more affected by short-termed and episodic events such as freshwater discharge than seasonal events and the influence of freshwater discharge on water quality is more extensive than that previously reported. This suggests that the boundary of the estuary should be extended to take into account the findings of this study and a management strategy linked to the freshwater zone is required to manage the integrity and water quality of the Yeongsan River estuary.

The Effect of Spiritual Marketing and Entrepreneurship Orientation on Determining Sustainable Competitive Advantage

  • BAMBANG, Ahmad;KUSUMAWATI, Andriani;NIMRAN, Umar;SUHARYONO, Suharyono
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.231-241
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    • 2021
  • The purpose of this study is to apply Structural equation modeling (SEM) analysis with Generalized Structured Component Analysis (GSCA) and translate the effect of Spiritual Marketing and Entrepreneurial Orientation on Sustainable Competitive Advantage with Marketing Capabilities as Mediation, especially for General BBM marketing at PT. Pertamina (Persero). The quantitative approach in this study uses a survey method by taking samples from the population. The survey was conducted by distributing questionnaires to respondents. Data analysis was performed using SEM and analyzed using the GSCA model. The population of this study consisted of 3,207 workers in central and regional marketing offices (Marketing Operation Region (MOR) spread throughout Indonesia. Therefore, a sample of 356 respondents was taken according to the Slovin formula. Spiritual marketing and entrepreneurial orientation directly influence the ability to improve Innovation which directly influences sustainable competitive advantage. Therefore, to develop a sustainable competitive advantage in marketing Pertamina's General BBM, it is necessary to implement spiritual marketing and improve entrepreneurial orientation. The novelty in this study lies in the unprecedented research on the role and position of spiritual marketing towards marketing capabilities and sustainable competitive advantage, combined with entrepreneurial orientation variables.

A new 3D interface element for three dimensional finite element analysis of FRP strengthened RC beams

  • Kohnehpooshi, O.;Noorzaei, J.;Jaafar, M.S.;Saifulnaz, M.R.R.
    • Interaction and multiscale mechanics
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    • 제4권4호
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    • pp.257-271
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    • 2011
  • The analysis of interfacial stresses in structural component has been the subject of several investigations but it still requires more effort and studies. In this study a general three-dimensional interface element has been formulated for stress and displacement analyses in the interfacial area between two adjacent plate bending element and brick element. Interface element has 16 nodes with 5 degrees of freedom (DOF) in each node adjacent to plate bending element and 3 DOF in each node adjacent to brick element. The interface element has ability to transfer three translations from each side of interface element and two rotations in the side adjacent to the plate element. Stiffness matrix of this element was formulated and implemented in three-dimensional finite element code. Application of this element to the reinforced concrete (RC) beam strengthened with fiber reinforced polymer (FRP) including variation of deflection, slip between plate and concrete, normal and shear stresses distributions in FRP plates have been verified using experimental and numerical work of strengthened RC beams carried out by some researchers. The results show that this interface element is effective and can be used for structural component with these types of interface elements.

Effective Dimensionality Reduction of Payload-Based Anomaly Detection in TMAD Model for HTTP Payload

  • Kakavand, Mohsen;Mustapha, Norwati;Mustapha, Aida;Abdullah, Mohd Taufik
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권8호
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    • pp.3884-3910
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    • 2016
  • Intrusion Detection System (IDS) in general considers a big amount of data that are highly redundant and irrelevant. This trait causes slow instruction, assessment procedures, high resource consumption and poor detection rate. Due to their expensive computational requirements during both training and detection, IDSs are mostly ineffective for real-time anomaly detection. This paper proposes a dimensionality reduction technique that is able to enhance the performance of IDSs up to constant time O(1) based on the Principle Component Analysis (PCA). Furthermore, the present study offers a feature selection approach for identifying major components in real time. The PCA algorithm transforms high-dimensional feature vectors into a low-dimensional feature space, which is used to determine the optimum volume of factors. The proposed approach was assessed using HTTP packet payload of ISCX 2012 IDS and DARPA 1999 dataset. The experimental outcome demonstrated that our proposed anomaly detection achieved promising results with 97% detection rate with 1.2% false positive rate for ISCX 2012 dataset and 100% detection rate with 0.06% false positive rate for DARPA 1999 dataset. Our proposed anomaly detection also achieved comparable performance in terms of computational complexity when compared to three state-of-the-art anomaly detection systems.