• Title/Summary/Keyword: partial identification

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Milling tool wear forecast based on the partial least-squares regression analysis

  • Xu, Chuangwen;Chen, Hualing
    • Structural Engineering and Mechanics
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    • 제31권1호
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    • pp.57-74
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    • 2009
  • Power signals resulting from spindle and feed motor, present a rich content of physical information, the appropriate analysis of which can lead to the clear identification of the nature of the tool wear. The partial least-squares regression (PLSR) method has been established as the tool wear analysis method for this purpose. Firstly, the results of the application of widely used techniques are given and their limitations of prior methods are delineated. Secondly, the application of PLSR is proposed. The singular value theory is used to noise reduction. According to grey relational degree analysis, sample variable is filtered as part sample variable and all sample variables as independent variables for modelling, and the tool wear is taken as dependent variable, thus PLSR model is built up through adapting to several experimental data of tool wear in different milling process. Finally, the prediction value of tool wear is compare with actual value, in order to test whether the model of the tool wear can adopt to new measuring data on the independent variable. In the new different cutting process, milling tool wear was predicted by the methods of PLSR and MLR (Multivariate Linear Regression) as well as BPNN (BP Neural Network) at the same time. Experimental results show that the methods can meet the needs of the engineering and PLSR is more suitable for monitoring tool wear.

수입산 바리과(Family Serranidae) 잡종 어류(Epinephelus moara ♀×E. lanceolatus ♂)의 분자생물학적 판별 (Molecular Biological Species Identification of Imported Groupers(Epinephelus moara ♀×E. lanceolatus ♂))

  • 김용휘;박종연;김재훈;방인철
    • 한국수산과학회지
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    • 제53권4호
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    • pp.566-571
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    • 2020
  • To classify a presumed hybrid of imported grouper species acquired from the National Fishery Products Quality Management Service, maternal and paternal lines were identified based on partial sequencing of mitochondrial cytochrome c oxidase 1 (co1) and nuclear recombination activation gene 1 (rag1) genes. The matrilineal species was identified as Epinephleus moara by a partial (760 bp) co1 sequence. Ambiguous sequences with base pairs belonging to E. moara or E. lanceolatus were found in a total of 15 different base pairs in the partial 1,159 bp of the rag1 gene, and the patrilineal species was found to be E. lanceolatus. Therefore, all of the groupers examined in the study were identified to be hybrids of E. moara and E. lanceolatus. In addition, a fast and convenient method using random amplification of polymorphic DNA (RAPD) was established for hybrid discrimination. Hybrids between E. moara ♀ and E. lanceolatus ♂ were identified through specific bands of 387 bp and 433 bp in PRIMER 6.

미토콘드리아 Cytochrome Oxidase I 유전자 마커에 의한 한국.중국 낙지의 종판별 및 집단분석 (Species Identification and Genetic Structure of Octopus minor from Korea and China on the Basis of Partial Sequences of Mitochondrial Cytochrome Oxidase I)

  • 강정하;유기환;김상규;박중연;김봉석;안철민
    • 한국패류학회지
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    • 제26권4호
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    • pp.285-290
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    • 2010
  • 본 연구는 우리나라 무안, 태안, 여수, 제주 지역 및 중국 영성, 대련 지역의 낙지 개체군의 종 및 집단분석을 위해 미토콘드리아 CO1유전자의 염기서열을 조사하였다. 유전자 분석은 총 60 개체로부터 6개의 haplotype이 조사되었다. 제주 개체군인 경우 모든 개체 (N = 10) 가 다른 집단에서는 관찰되지 않은 A haplotype으로 구성되어 있어 다른 지역과 뚜렷한 차이를 나타내었다. 이들 haplotype은 MEGA 4 분석에 의해 두 개의 clade로 나뉘어지는데 하나는 무안, 태안, 여수, 중국 대련집단이었고 다른 하나는 제주, 중국 영성집단으로 나뉘는 구조를 하고 있었다. 집단 간 유연관계 분석에서도 같은 현상이 관찰되었다. Group A에 속하는 무안, 태안, 여수, 대련 집단의 낙지 개체군은 group B (제주, 영성) 에 속하는 집단 개체군 보다 유전적 거리가 아주 가까웠다. 본 연구에서 사용한 CO1 universal primer는 종 판별 유전자 마커로서 낙지류에서도 유용하게 활용될 수 있었으나 partial CO1 유전자 내의 변이가 많지 않기 때문에 집단분석에는 한계가 있으나, 지역적 거리 및 장벽 그리고 서식지 차이 등에서 오는 제한적 gene flow에 대한 논의는 가능할 것으로 판단된다.

Characterization of Basal Plane Dislocations in PVT-Grown SiC by Transmission Electron Microscopy

  • Jeong, Myoungho;Kim, Dong-Yeob;Hong, Soon-Ku;Lee, Jeong Yong;Yeo, Im Gyu;Eun, Tai-Hee;Chun, Myoung-Chuel
    • 한국재료학회지
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    • 제26권11호
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    • pp.656-661
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    • 2016
  • 4H- and 6H-SiC grown by physical vapor transport method were investigated by transmission electron microscopy (TEM). From the TEM diffraction patterns observed along the [11-20] zone axis, 4H- and 6H-SiC were identified due to their additional diffraction spots, indicating atomic stacking sequences. However, identification was not possible in the [10-10] zone axis due to the absence of additional diffraction spots. Basal plane dislocations (BPDs) were investigated in the TEM specimen prepared along the [10-10] zone axis using the two-beam technique. BPDs were two Shockley partial dislocations with a stacking fault (SF) between them. Shockley partial BPDs arrayed along the [0001] growth direction were observed in the investigated 4H-SiC. This arrayed configuration of Shockley partial BPDs cannot be recognized from the plan view TEM with the [0001] zone axis. The evaluated distances between the two Shockley partial dislocations for the investigated samples were similar to the equilibrium distance, with values of several hundreds of nanometers or even values as large as over a few micrometers.

Identification of Cambodian Gnetum (Gnetaceae, Gnetales) species by DNA barcoding

  • Kim, Joo Hwan;Won, Hyosig
    • 식물분류학회지
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    • 제46권2호
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    • pp.163-174
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    • 2016
  • Gnetum (Gnetaceae, Gnetales) is a gymnosperm genus with ca. 35 species distributed in tropical forests around the world. Due to its dioecious habit and lack of diagnostic characters from vegetative tissue, the identification of Gnetum species is not easy without seeds or reproductive structures. To identify and verify their phylogenetic positions, we applied DNA barcoding to Cambodian Gnetum collections gathered between 2010 and 2015, with previously designed cp matK gene primers. We newly sequenced partial matK sequences from 72 Gnetum collections, 43 out of 72 from Cambodia, and analyzed 115 Gnetum accessions using the neighbor-joining method. The resulting neighbor-joining tree categorized Cambodian Gnetum samples into three clades of species: G. macrostachyum, G. montanum, and G. aff. gracilipes. The recognition of G. aff. gracilipes in Cambodia is reported here for the first time. Taxonomic information for the three recognized Cambodian Gnetum species is provided and the benefits of the taxonomic reevaluation assisted by DNA barcoding are emphasized in this work.

치석의 주사전자현미경 관찰 및 세균동정에 관한 연구 (A study of dental calculus scanning electron microscopic by observation bacteria identification)

  • 장계원
    • 한국치위생학회지
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    • 제7권2호
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    • pp.189-196
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    • 2007
  • A study of the J health college dept of dental hygiene practice vistant a total of 35 supragingival calculus and subgingival calculus picking SEM observation and bacteria identification of the result are followings. 1. As observed by dental calculus SEM, the surface roughness appeared as peaks, valleys, and pits. 2. About bacteteria morphology blood agar plate small green zone partial hemolysis colony streptococcus observation 3. Isolated colony gram stain gram are positive display 4. Supragingival calculus at Lactococcus lactis spp. Leuconostoc spp. Streptococcus mitis, Aerococcus viridans bacteria 1, 3, 3, 16 species detection 5. Subgingival calculus at Aerococcus viridans, Leuconostoc spp. bacteria 5, 1 species detection.

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군 통신상에서 워터마킹 기술을 이용한 피아식별 방법 (Identifying Friendly and Foe Using a Watermarking Technique During Military Communication)

  • 이종관;최현주
    • 한국군사과학기술학회지
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    • 제9권4호
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    • pp.81-89
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    • 2006
  • In this paper, a watermark technique for identifying friendly and foe is proposed during communication. The speech signal is processed in several stages. First, speech signal is partitioned into small time frames and the frames are transformed into frequency domain using DFT(Discrete Frequency Transform). The DFT coefficients are quantized and the watermark signal is embedded into the quantized DFT coefficients. At the destination channel quantization errors of received signal are regarded as the watermark signal. Identification of friendly and foe are done by correlating the detected watermark and the original watermark. As in most other watermark techniques, this method has a trade off between noise robustness and quality. However, this is solved by a partial quantization and a noise level dependent quantization step. Simulation results in the various noisy environments show that the proposed method is reliable for identification between friendly and foe.

동특성을 이용한 벽식구조 아파트건물의 손상도 추정 (Damage Detection of Apartment Building- using Modal Properties)

  • 천영수;김홍식;김하근;강경완
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2001년도 춘계학술대회논문집
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    • pp.577-582
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    • 2001
  • Identification of damage of structures has recently received considerable attention in the light of maintenance and safety assessment under service loads. In buildings, the current techniques of safety assessment largely depend on partial experiments such as visual inspection, destructive and nondestructive tests which lead to overconsumption of time and cost as well as higher labor intensity. Therefore, a new trial for safety assessment is urgently needed today. In this respect, the vibration characteristics of buildings have been applied steadily to obtain a damage index of the whole building, but it cannot be established as a practical method until now. This study is aimed at investigating the application of damage identification methods using vibration characteristics of building. Numerical tests are performed on a apartment building. From the test results, it is observed that severity and location of damage can be estimated with a relatively small error by using natural frequency and mode shape data.

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다차원 스펙트럼 해석법을 이용한 차실내 운전자석 진동전달경로 규명에 관한 연구 (A Study on Vibration Transfer Path Identification of Vehicle Driver's Position by Multi-dimensional Spectral Analysis)

  • 이유엽;박상길;오재응
    • 한국소음진동공학회논문집
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    • 제17권8호
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    • pp.741-746
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    • 2007
  • In this study, transfer path identification and output estimation are simulated by multi-dimension spectral analysis method (MDSA). Multi -input/single-output system give expression the vehicle suspension which each inputs are correlated reciprocally. In case of correlating with inputs, the system needs separating the each input signal by MDSA. Main simulations are about finding effective input by coherent output spectrum and selecting optimal input's number by multiple coherence function. Also, by shielding transfer path of each input, transfer path characteristic is identified in terms of overall integrated contribution level.

온라인 쇼핑에서 신뢰의 역할 - 위계적 관계 관점 (The role of trust in online shopping: A hierarchical relationship perspective)

  • 이재남;강민형
    • 지식경영연구
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    • 제14권3호
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    • pp.15-35
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    • 2013
  • Nowadays, online shopping has become popular among consumers. As such, gaining loyal online shopping customers has become a rising concern for online shopping vendors. In this study, we investigated the hierarchical relationships among Lewicki and Bunker's three different types of trust, namely, calculus-based trust, knowledge-based trust, and identification-based trust, in the context of online shopping and their impacts on customer satisfaction and loyalty. A total of 104 responses from online shopping users were analyzed to test the proposed model and its hypotheses using Partial Least Squares (PLS). The results showed that, in the online environment, hierarchical relationships between different types of trust exist and that, among them, knowledge-based trust has the strongest impact on customer satisfaction. This finding implied that practitioners should focus on developing appropriate online strategies for building trust-based relationships with online customers.

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