• Title/Summary/Keyword: step by step

Search Result 16,141, Processing Time 0.041 seconds

A two-step approach for variable selection in linear regression with measurement error

  • Song, Jiyeon;Shin, Seung Jun
    • Communications for Statistical Applications and Methods
    • /
    • v.26 no.1
    • /
    • pp.47-55
    • /
    • 2019
  • It is important to identify informative variables in high dimensional data analysis; however, it becomes a challenging task when covariates are contaminated by measurement error due to the bias induced by measurement error. In this article, we present a two-step approach for variable selection in the presence of measurement error. In the first step, we directly select important variables from the contaminated covariates as if there is no measurement error. We then apply, in the following step, orthogonal regression to obtain the unbiased estimates of regression coefficients identified in the previous step. In addition, we propose a modification of the two-step approach to further enhance the variable selection performance. Various simulation studies demonstrate the promising performance of the proposed method.

Analysis of Torque Characteristics of Step Motor by FEM (유한요소법에 의한 스텝모터의 토크특성 해석)

  • Bae, D.J.;Lee, J.I.;Lee, J.I.;Park, H.J.;Kim, J.K.;Hahn, S.Y.
    • Proceedings of the KIEE Conference
    • /
    • 1993.07b
    • /
    • pp.977-980
    • /
    • 1993
  • The technique to design high performance small motors has been based on experimental data, which results from lots of cost, experience and time in manufacturing. Recently, as high-performance computer appears, many engineers use numerical methods to design and analyze electric machine. Since, the step motor which has very small air gap(0.02-0.05mm) is different from other electric machine in its structure. The shape of rotor teeth and stator teeth influence seriously on the torque characteristics. And it is operated over magnetic saturation point. Therefore, the design of step motor needs to solve nonlinear problem and to calculate magnetic field precisely. In this paper, we solve nonlinear problem by employing Finite Element Method and obtain torque-displacement characteristics for the design of step motor. We also manufacture VR step motor according to the obtained results, and measure some torque characteristics. Through comparing calculated results with experimental results, it is verified that FEM is very useful to design step motor, and the motor designed by our technique is improved in its step accuracy.

  • PDF

Hydrogen Post-annealing Effect of (Pb0.72,La0.28)Ti0.93O3 Films Fabricated by Pulsed Laser Deposition (펄스레이저 증착법으로 제작된(Pb0.72,La0.28)Ti0.93O3박막의 수소후열처리에 관한 전기적 특성 연구)

  • 한경보;전창훈;전희석;이상렬
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
    • /
    • v.16 no.3
    • /
    • pp.190-194
    • /
    • 2003
  • Dielectric thin films of (P $b_{0.72}$,L $a_{0.28}$) $Ti_{0.93}$ $O_3$ (PLT(28)) have been deposited on Pt(111)/Ti/ $SiO_2$/Si(100) substrates in-situ by pulsed laser deposition using different annealing and deposition Processes. We have investigated the effect of hydrogen annealing on the ferroelectric properties of PLT thin films and found that the annealing process causes the diffusion of hydrogen into the ferroelectric film resulting in the destruction of polarization. We have tried to form the film by a two-step deposition process In order to improve electrical property. Two-step process to grow PLT films was adopted and verified to be useful to enlarge the grain size of the film and to reduce the leakage current characteristics. Structural properties and electrical properties including dielectric constant, ferroelectric characteristics, and leakage current of PLT thin films were shown to be strongly influenced by grain size. The film deposited by using two-step Process including pre-annealing treatment has a strongly(111) orientation. However, the films deposited by using single -step process with hydrogen annealing process show the smallest grain size. The film deposited by using two-step process including pre-annealing treatment shows the leakage current density of below 10$^{-7}$ A/c $m^2$ for the field of smaller than 100 kV/cm. However, the films deposited by using single-step process with hydrogen annealing process and pre-annealing process show worse leakage current density than the film deposited by using two-step process including pre-annealing treatment.tment.

A Study on the Fitness of Children's Shoes -Centered on the Correlation of Shoes Size and Walking- (아동화의 적합성에 관한 연구 -신발크기와 보행과의 관계를 중심으로-)

  • 심부자
    • Journal of the Korean Home Economics Association
    • /
    • v.29 no.3
    • /
    • pp.23-34
    • /
    • 1991
  • With 10 subjects of 6-year-old children residing in Pusan, I analyzed the relation of walking types(step angle, step width, step and stride) and wear comfort according to the style and size fo shoes in order to reveal the fitness of children's shoes centered on the relationship of shoes size and walking. Three styles of children's shoes(laced and unlaced formal shoes, magic-taped sports shoes) ranging in five different size were used. The following are conclusions. 1. As to step angle, there was no conceivable change in the left side, while the right side had a significance in accordance with the shoes size at p<0.001. As the size grew, right step angle of all shoes increased, with unlaced shoes having more influence than others. Step angle were the smallest when all the sampled shoes made the difference of 5mm between foot size and shoes size. 2. As to step width, there was no conceivable change in the style of shoes, while shoes size had a significance at p<0.001. As the size grew, step width also increased. Step width were the smallest when all the sampled shoes made the difference of 5mm between foot size and shoes size. 3. Step and stride, however, took no significance at all, since they were not influenced by the size or style of the shoes. 4. Wear comfort had a significance at the level of p<0.001. Since it was influenced by the size or style of the shoes. The best wear comfort was felt when all the sampled shoes had laces and magic tapes as well as the size with the difference of 5-10mm between foot size and shoes size.

  • PDF

The Interlimb Coordination During Movement Initiation From a Quiet Stance: Manipulation of Swing Limb Kinetics and Kinematics -A Preliminary Study

  • Kim, Hyeong-Dong;Yoon, Bum-Chull
    • Physical Therapy Korea
    • /
    • v.13 no.4
    • /
    • pp.79-86
    • /
    • 2006
  • The purpose of the current experiment was to describe interlimb coordination when swing limb conditions are being manipulated by constraining step length or by adding a 5 or 10 pound weight to the swing limb distally. Subjects were asked to begin walking with the right limb to land on the primary target (normal step length) that is 10 cm in diameter. However, if, during movement, the light was illuminated, then the subject had to step on one of the secondary targets (long and short step length). These three step length conditions were repeated while wearing a 5 pound ankle weight and then when wearing a 10 pound ankle weight. Ground reaction force (GRF) data indicated that there were changes in the forces and slopes of the swing and stance Fx GRFs. Long stepping subjects had to increase the propulsive force required to increase step length. Consequently, swing and stance toe-off greatly increased in the long step length condition. Short step length subjects had to adequately adjust step length, which decreased the speed of gait initiation. Loading the swing limb decreased the force and slope of the swing limb. Swing and stance toe-off was longest for the long step length condition, but there was a small difference of temporal events between no weight and weight condition. It appears that subjects modulated GRFs and temporal events differently to achieve the peak acceleration force of the swing and stance limb in response to different tasks. The findings from the current study provide preliminary data, which can be used to further investigate how we modulate forces during voluntary movement from a quiet stance. This information may be important if we are to use this or a similar task to evaluate gait patterns of the elderly and patient populations.

  • PDF

Effects of Step-up Training on Walking Ability of Stroke Patients by Different Support Surface Characteristics

  • Oh, Geun-Sik;Choi, Yu-Ran;Bang, Dae-Hyouk;Cha, Yong-Jun
    • Journal of the Korean Society of Physical Medicine
    • /
    • v.12 no.3
    • /
    • pp.99-104
    • /
    • 2017
  • PURPOSE: Gait disturbances in patients with hemiplegic stroke involve asymmetry of stance time. Step box training is used to supplement the limitations of stair walking training and increasing the torque value of the paralyzed lower leg's strength. This study aimed to investigate whether step-up training on unstable support could change walking ability in patients with chronic stroke. METHODS: Thirty stroke patients were randomly assigned to the step-up training group (experimental group), that performed training on an unstable surface, and the control group, that performed training on a stable surface. Walking speed, step length, and cadence were measured before and after training. Paired t-tests were used to compare pre- and post-intervention data, while the independent samples t-test was used to determine intergroup differences. Values of p < .05 were considered statistically significant. RESULTS: There was a significant difference in walking ability before versus after the intervention in both groups, although the experimental group showed greater differences than the control group (walking velocity by 8.1%; step length of the non-paralyzed side by 6.9%, respectively; p<.05). CONCLUSION: Step-up training might be more effective on an unstable surface than on a stable surface for increasing walking speed and step length of the non-paralyzed side.

Development of ISO14649 Compliant CNC Milling Machine Operated by STEP-NC in XML Format

    • International Journal of Precision Engineering and Manufacturing
    • /
    • v.4 no.5
    • /
    • pp.27-33
    • /
    • 2003
  • G-code, another name of ISO6983, has been a popular commanding language for operating machine tools. This G-code, however, limits the usage of today's fast evolving high-performance hardware. For intelligent machines, the communications between machine and CAD/CAM departments become important, but the loss of information during generating G-code makes the production department isolated. The new standard for operating machine tools, named STEP-NC is just about to be standardized as ISO14649. As this new standard stores CAD/CAM information as well as operation commands of CNC machines, and this characteristic makes this machine able to exchange information with other departments. In this research, the new CNC machine operated by STEP-NC was built and tested. Unlike other prototypes of STEP-NC milling machines, this system uses the STEP-NC file in XML file form as data input. This machine loads information from XML file and deals with XML file structure. It is possible for this machine to exchange information to other databases using XML. The STEP-NC milling machines in this research loads information from the XML file, makes tool paths for two5D features with information of STEP-NC, and machines automatically without making G-code. All software is programmed with Visual $C^{++}$, and the milling machine is built with table milling machine, step motors, and motion control board for PC that can be directly controlled by Visual $C^{++}$ commands. All software and hardware modules are independent from each other; it allows convenient substitution and expansion of the milling machine. Example 1 in ISO14649-11 having the full geometry and machining information and example 2 having only the geometry and tool information were used to test the automatic machining capability of this system.

Preparation of a axis oriented $YBa_2Cu_3O_{7-\delta}$ thin films by RF magnetron sputtering (RF 마그네트론 스퍼터링법에 의한 a-축 배향 $YBa_2Cu_3O_{7-\delta}$박막의 제조)

  • Lee, J.J.;Kim, Y.H.;Shin, J.;Lee, K.H.;Choi, S.S.;Hahn, T.S.
    • Korean Journal of Materials Research
    • /
    • v.4 no.4
    • /
    • pp.459-465
    • /
    • 1994
  • A-axis oriened YBCO thin flims were grown on $LaAIO_{3}$ single crystal substrate by off-axis rf magnetron sputtering method. We used two kinds of process to get a-axis oriented fi1ms;one-step process and two-step process. In one-step process, films are grown in single step in which substrate temperature( $T_s$) is in the range of $590^{\circ}C$ to $680^{\circ}C$. On the other hand, in two step process a-axis oriented thin film templates i f about 30nm thickness is deposited at low temperature first, and subsequently films are grown at elevated temperature to the final thickness of about 100nm. In the case of one step process($T_s$ ~)$600^{\circ}C$), prefered a-axis orientation is dominant and Cu-rich phases segregate at the surface. Segregations decrease and ($00 \ell$) peaks increase upon increasing $T_s$. The films prepared by two step method appeared to have strong(h00) peaks as the deposition rate increased. Microstructure shows pin holes resulted from mixed phases of a-axis and c-axis oriented films. In both cases of one step and two step process, as TS decreases, prepared films show stronger a-axis orientation. However electrical properties of the films are depressed with lower $T_c$ and wider $\Delta T$ as $T_s$ decreases.

  • PDF

A SELF SCALING MULTI-STEP RANK ONE PATTERN SEARCH ALGORITHM

  • Moghrabi, Issam A.R.
    • Journal of the Korean Society for Industrial and Applied Mathematics
    • /
    • v.15 no.4
    • /
    • pp.267-275
    • /
    • 2011
  • This paper proposes a new quickly convergent pattern search quasi-Newton algorithm that employs the multi-step version of the Symmetric Rank One (SRI). The new algorithm works on the factorizations of the inverse Hessian approximations to make available a sequence of convergent positive bases required by the pattern search process. The algorithm, in principle, resembles that developed in [1] with multi-step methods dominating the dervation and with numerical improvements incurred, as shown by the numerical results presented herein.

Estimation of Optimal Operation Conditions in Step Feed Processes Based on Stoichiometric Nitrogen Removal Reactions

  • Lee, Byung-Dae
    • Journal of the Korean Applied Science and Technology
    • /
    • v.28 no.1
    • /
    • pp.6-9
    • /
    • 2011
  • Step feed process was analyzed stoichiometrically for the optimal operation conditions in this study. In case of optimal operation conditions, minimum R (sludge recycling) value, r (internal recycling ratio) value, and n (influent allocation ratio) value for the step feed process to acquire the maximum TN removal efficiency were identified by theoretical analysis. Maximum TN removal efficiency, based on stoichiometric reaction, can be obtained by controlling n value for the step feed process.