• Title/Summary/Keyword: correlation measure

Search Result 2,644, Processing Time 0.03 seconds

Development of a measurement system for the surface of micro-parts (초소형 마이크로 부품 표면 측정 시스템 개발)

  • Hong Seong-Wook;Ko Myung-Jun;Shin Young-Hyun;Lee Deug-Woo
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
    • /
    • 2005.05a
    • /
    • pp.413-418
    • /
    • 2005
  • This paper proposes a measurement method for the surface of micro-parts by using AFM(Atomic Force Microscope). To this end, two techniques are presented to extend the capacity of AFM. First, the measurement range is extended by using an image matching method based on correlation coefficients. To account for the inaccuracy of the coarse stage implemented in AFM's, the image matching technique is applied to two neighboring images intentionally overlapped with each other. Second, a method to measure the shape of relatively large specimen is presented by using the inherent trigger mechanism due to the atomic force. The proposed method is proved effective through a series of experiments.

  • PDF

Development of a Measurement System for the Surface Shape of Micro-parts by Using Atomic Force Microscope (원자간력 현미경을 이용한 초소형 마이크로 부품 표면 형상 측정 시스템 개발)

  • Hong Seong-Wook;Ko Myung-Jun;Shin Young-Hyun;Lee Deug-Woo
    • Transactions of the Korean Society of Machine Tool Engineers
    • /
    • v.14 no.6
    • /
    • pp.22-30
    • /
    • 2005
  • This paper proposes a measurement method for the surface shape of micro-parts by using an atomic force microscope(AFM). To this end, two techniques are presented: First, the measurement range is expanded by using an image matching method based on correlation coefficients. To account for the inaccuracy of the coarse stage implemented in AFM, the image matching technique is applied to two neighboring images intentionally overlapped with each other. Second, a method to measure the shape of relatively large specimen is proposed that utilizes the inherent trigger mechanism due to the atomic force. The proposed methods are proved effective through a series of experiments.

Methods and Systems for High-temperature Strain Measurement of the Main Steam Pipe of a Boiler of a Power Plant While in Service

  • Guang, Chen;Qibo, Feng;Keqin, Ding
    • Journal of the Optical Society of Korea
    • /
    • v.20 no.6
    • /
    • pp.770-777
    • /
    • 2016
  • It has been a challenge for researchers to accurately measure high temperature creep strain online without damaging the mechanical properties of the pipe surface. To this end, a noncontact method for measuring high temperature strain of a main steam pipe based on digital image correlation was proposed, and a system for monitoring of high temperature strain was designed and developed. Wavelet thresholding was used for denoising measurement data. The sub-pixel displacement search algorithm with curved surface fitting was improved to increase measurement accuracy. A field test was carried out to investigate the designed monitoring system of high temperature strain. The measuring error was less than $0.4ppm/^{\circ}C$, which meets actual measurement requirements for engineering. Our findings provide a new way to monitor creep damage of the main steam pipe of a boiler of an ultra-supercritical power plant in service.

UsN based Soundness Monitoring Diagnosis System of Power Transmission Steel Tower (UsN 기반의 송전철탑 건전성 감시진단시스템 기본설계)

  • Lee, Dong-Cheol;Bae, Ul-Lok;Kim, Woo-Jung;Min, Bung-Yun
    • The Transactions of the Korean Institute of Electrical Engineers P
    • /
    • v.56 no.1
    • /
    • pp.56-62
    • /
    • 2007
  • In this paper, design method for power tower hazard diagnosis/predition system based on UsN was proposed. The proposed method used multi-hybrid sensors to measure rotation, displacement, and inclination state of power tower, and made decision/prediction of hazard of power tower. System design was made with requirement analysis of monitoring for transmission power facility and use of MEMS and optic fiber sensors. For hazard decision, analysis of correlation was made using sensor output. LN based on IEC61850,international standard for digital substation, was also proposed. For transmission facility monitoring, digital substation and power tower were considered as parts of power facility networks.

The Reliability Analysis of the Gross Motor Function Measure in Children with Cerebral Palsy (뇌성마비 아동에 대한 대운동 기능검사의 신뢰도 분석)

  • Lim, Sun-Kyu;Lee, Hae-Deok
    • Journal of Korean Physical Therapy Science
    • /
    • v.4 no.1
    • /
    • pp.265-289
    • /
    • 1997
  • The purpose of this studied was to examine the reliability analysis of the GMFM in children with C.P. The subject of this study were 40 C. P patient who had been hospitalized Department of Sam-Yook Rehabilitation Hospital. Subjects were 28 boys and girls, aged 6 to 8 years. Reliability of each dimension of the GMFM were analyzed using Cronbach coefficients and to examine the intra-rater reliability were using Pearson correlation coefficients. The result of reliability analysis of the GMFM revealed higher reliability values. The reliability of the total dimension score was 95. Test-retest revealed intra-rater correlation coefficients from .71 to .98. The study presents that GMFM is useful in assessment of function of children with C. P by the quantitative description of the function.

  • PDF

Mobile Robot Path Planner for Environment Exploration (효율적 환경탐사를 위한 이동로봇 경로 계획기)

  • Bae, Jung-Yun;Lee, Soo-Yong;Lee, Beom-Hee
    • The Journal of Korea Robotics Society
    • /
    • v.1 no.1
    • /
    • pp.9-16
    • /
    • 2006
  • The Mobile robots are increasingly being used to perform tasks in unknown environments. The potential of robots to undertake such tasks lies in their ability to intelligently and efficiently search in an environment. An algorithm has been developed for robots which explore the environment to measure the physical properties (dust in this paper). While the robot is moving, it measures the amount of dust and registers the value in the corresponding grid cell. The robot moves from local maximum to local minimum, then to another local maximum, and repeats. To reach the local maximum or minimum, simple gradient following is used. Robust estimation of the gradient using perturbation/correlation, which is very effective when analytical solution is not available, is described. By introducing the probability of each grid cell, and considering the probability distribution, the robot doesn't have to visit all the grid cells in the environment still providing fast and efficient sensing. The extended algorithm to coordinate multiple robots is presented with simulation results.

  • PDF

A Study on Impact of Customer Contact Center Service to Business Performance (고객센터 서비스가 기업수익에 미치는 영향에 관한 연구)

  • Lee, Do-Koung;You, Jae-Hyun;Park, Cheol
    • Journal of Information Technology Services
    • /
    • v.8 no.1
    • /
    • pp.29-45
    • /
    • 2009
  • In this research, a model to measure the correlation between the performance of customer contact center and the business performance is developed using the well-known model, the market damage model of TARP. Three hypotheses are suggested and verified using real customer profit data and customer access data of the Industrial bank of Korea. As a result of this research, we know that there is a positive relation between increase of business profit and contact experience of customers to customer contact center. Also, customer satisfaction level for customer contact center contact experience is positively correlated with increase of business profit of the company. However, we could not find a meaningful correlation result between number of contacts to customer contact center and the business profit. Although this study is based on a particular one company data, the analyzation framework can be applicable to other banking companies for showing relations between performance of customer contact center and business profit of the company.

Time-varying Co-movements and Contagion Effects in Asian Sovereign CDS Markets

  • Cho, Daehyoung;Choi, Kyongwook
    • East Asian Economic Review
    • /
    • v.19 no.4
    • /
    • pp.357-379
    • /
    • 2015
  • We investigate interconnectedness and the contagion effect of default risk in Asian sovereign CDS markets since the global financial crisis. Using dynamic conditional correlation analysis, we find that there are significant co-movements in Asian sovereign CDS markets; that such co-movements tend to be larger between developing countries than between developed and developing countries; and that in the co-movements intra-regional nature is stronger than inter-regional nature. With the Spillover Index model, we measure contagion probabilities of sovereign default risk in CDS markets of seven Asian countries and find evidence of contagion effects among six of them; Japan is the exception. In addition, we find that these six countries are affected more by cross-market spillovers than by their own-market spillovers. Furthermore, a rolling-sample analysis reveals that contagion in the Asian sovereign CDS markets expands during episodes of extreme economic and financial distress, such as the Lehman Brothers bankruptcy, the European financial crisis, and the US-credit downgrade.

Dynamic linear mixed models with ARMA covariance matrix

  • Han, Eun-Jeong;Lee, Keunbaik
    • Communications for Statistical Applications and Methods
    • /
    • v.23 no.6
    • /
    • pp.575-585
    • /
    • 2016
  • Longitudinal studies repeatedly measure outcomes over time. Therefore, repeated measurements are serially correlated from same subject (within-subject variation) and there is also variation between subjects (between-subject variation). The serial correlation and the between-subject variation must be taken into account to make proper inference on covariate effects (Diggle et al., 2002). However, estimation of the covariance matrix is challenging because of many parameters and positive definiteness of the matrix. To overcome these limitations, we propose autoregressive moving average Cholesky decomposition (ARMACD) for the linear mixed models. The ARMACD allows a class of flexible, nonstationary, and heteroscedastic models that exploits the structure allowed by combining the AR and MA modeling of the random effects covariance matrix. We analyze a real dataset to illustrate our proposed methods.

Establishment of The Wind Resource Database of Jejudo by Meteo-Statistical Analysis (기상통계분석에 의한 제주도 풍력자원 데이터베이스 구축)

  • Kim, Hyun-Goo;Jang, Mun-Seok;Kyong, Nam-Ho
    • 한국신재생에너지학회:학술대회논문집
    • /
    • 2006.06a
    • /
    • pp.296-297
    • /
    • 2006
  • In order to support wind power development, the wind resource database of Jejudo has been established by meteo-statistical analysis on meteorological-mast measurements of KIER. Analysis processes contain correlation of monthly wind speed and power-law exponent among neighboring sites, Measure-Correlated-Predict for long-term correlation, classification of exposure category using satellite image and so forth. It is found that the monthly variations of wind speed and power-law exponent depend on seasonal winds and characterize wind system of Jejudo.

  • PDF