• 제목/요약/키워드: Convergence acceleration

검색결과 284건 처리시간 0.026초

스마트폰 가속도 센서의 K-평균 클러스터링을 이용한 사람행동 자동분석 방법에 대한 연구 (A Study on Automatic Analysis Method of Human Behavior Using K-Mean Clustering of Smartphone Acceleration Sensor)

  • 박종권;송특섭
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국정보통신학회 2019년도 춘계학술대회
    • /
    • pp.486-487
    • /
    • 2019
  • 스마트폰에는 다양한 센서가 내장되어 있다. 특히 가속도 센서는 물체의 움직임을 파악할 수 있기 때문에 사람의 행동을 분석하는데 많이 사용된다. 기존의 연구들은 가속도센서의 값의 크기를 분석하여 사람의 행동을 분석하였다. 본 연구에서는 스마트폰에 내장된 가속도 센서의 값을 K-평균을 적용하여 움직임을 파악하는 방법을 제안하였다. 스마트폰의 가속도센서의 값을 K-평균을 적용하여 사람의 기본적인 행동인 걷기와 달리기를 인식하기 방법을 제안하였다.

  • PDF

COARSE MESH FINITE DIFFERENCE ACCELERATION OF DISCRETE ORDINATE NEUTRON TRANSPORT CALCULATION EMPLOYING DISCONTINUOUS FINITE ELEMENT METHOD

  • Lee, Dong Wook;Joo, Han Gyu
    • Nuclear Engineering and Technology
    • /
    • 제46권6호
    • /
    • pp.783-796
    • /
    • 2014
  • The coarse mesh finite difference (CMFD) method is applied to the discontinuous finite element method based discrete ordinate calculation for source convergence acceleration. The three-dimensional (3-D) DFEM-Sn code FEDONA is developed for general geometry applications as a framework for the CMFD implementation. Detailed methods for applying the CMFD acceleration are established, such as the method to acquire the coarse mesh flux and current by combining unstructured tetrahedron elements to rectangular coarse mesh geometry, and the alternating calculation method to exchange the updated flux information between the CMFD and DFEM-Sn. The partial current based CMFD (p-CMFD) is also implemented for comparison of the acceleration performance. The modified p-CMFD method is proposed to correct the weakness of the original p-CMFD formulation. The performance of CMFD acceleration is examined first for simple two-dimensional multigroup problems to investigate the effect of the problem and coarse mesh sizes. It is shown that smaller coarse meshes are more effective in the CMFD acceleration and the modified p-CMFD has similar effectiveness as the standard CMFD. The effectiveness of CMFD acceleration is then assessed for three-dimensional benchmark problems such as the IAEA (International Atomic Energy Agency) and C5G7MOX problems. It is demonstrated that a sufficiently converged solution is obtained within 7 outer iterations which would require 175 iterations with the normal DFEM-Sn calculations for the IAEA problem. It is claimed that the CMFD accelerated DFEM-Sn method can be effectively used in the practical eigenvalue calculations involving general geometries.

자계벡터 가속법에 의한 유도형 서보전동기의 전력회생 구동 (The Regenerative Drive of Induction Servo Motor by the Flux Acceleration Method)

  • 홍순일;홍정표;정승환
    • 융합신호처리학회 학술대회논문집
    • /
    • 한국신호처리시스템학회 2006년도 하계 학술대회 논문집
    • /
    • pp.77-80
    • /
    • 2006
  • This paper based on spiral vector, three phase induction motor is described a detailed modeling by a phase segment methode. Based on this model, A torque control and the equation of regenerative power for the induction motor drive, based on the field acceleration method(FAM), is presented. The speed control system is designed to be applied voltage source inverters that is easy the current type feedback of power regeneration for motor drive. The ability of shaving power to be measured power regeneration has been investigated in speed acceleration and reduction. And it is change of stator resistance that the voltage commands include error, the ripple of exited voltage and torque occur from the results. The experimental tests verify the performance of the proposed regenerative drive for FAM, proving that good behavior of the drive is achieved in the transient and steady-state operating conditions.

  • PDF

Gate Data Gathering in WiFi-embedded Smart Shoes with Gyro and Acceleration Sensor

  • Jeong, KiMin;Lee, Kyung-chang
    • 한국산업융합학회 논문집
    • /
    • 제22권4호
    • /
    • pp.459-465
    • /
    • 2019
  • There is an increasing interest in health and research on methods for measuring human body information. The importance of continuously observing information such as the step change and the walking speed is increasing. At a person's gait, information about the disease and the currently weakened area can be known. In this paper, gait is measured using wearable walking module built in shoes. We want to make continuous measurement possible by simplifying gait measurement method. This module is designed to receive information of gyro sensor and acceleration sensor. The designed module is capable of WiFi communication and the collected walking information is stored in the server. The information stored in the server is corrected by integrating the acceleration sensor and the gyro sensor value. A band-pass filter was used to reduce the error. This data is categorized by the Gait Finder into walking and waiting states. When walking, each step is divided and stored separately for analysis.

유전자알고리즘을 이용한 크레인가속도 최적화 (An Optimization Technique For Crane Acceleration Using A Genetic Algorithm)

  • 박창권;김재량;정원지;홍대선;권장렬;박범석
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 2003년도 춘계학술대회 논문집
    • /
    • pp.1701-1704
    • /
    • 2003
  • This paper presents a new optimization technique of acceleration curve for a wafer transfer crane movement in which high speed and low vibration are desirable. This technique is based on a genetic algorithm with a penalty function for acceleration optimization under the assumption that an initial profile of acceleration curves constitutes the first generation of the genetic algorithm. Especially the penalty function consists of the violation of constraints and the number of violated constraints. The proposed penalty function makes the convergence rate of optimization process using the genetic algorithm more faster than the case of genetic algorithm without a penalty function. The optimized acceleration of the crane through the genetic algorithm and commercial dynamic analysis software has shown to have accurate movement and low vibration.

  • PDF

A New Acceleration Method of Additive Angular Dependent Rebalance with Extrapolation for Discrete Ordinates Transport Equation

  • Park, Chang-Je;Cho, Nam-Zin
    • Nuclear Engineering and Technology
    • /
    • 제34권4호
    • /
    • pp.314-322
    • /
    • 2002
  • A new extrapolation method is developed and applied to the additive angular dependent rebalance (AADR) acceleration for discrete ordinates neutron transport calculations. With this extrapolation, the convergence of AADR solution for distinct discretizations between the high- order and low-order equations is remarkably improved and thus the “inconsistent discretization problem” is resolved. Fourier analysis is also performed to find the optimal extrapolation and weighting parameters, which give the smallest spectral radius. The numerical tests demonstrate that the AADR with extrapolation works well as predicted by the Fourier analysis.

유압제어식 멀티셀 패더롤의 가속시험을 통한 성능평가 기법 연구 (An Experimental Study on the Performance Evaluation Method of Padder Roll by Hydraulic Multi Cell with Acceleration Test)

  • 조경철;이은하;박시우;김수연
    • 드라이브 ㆍ 컨트롤
    • /
    • 제15권3호
    • /
    • pp.43-48
    • /
    • 2018
  • The hydraulic control valve, used in the CPB (cold-pad-Batch) cold dyeing system, passes through a pressurized material that absorbs the dye. The hydraulic control of the hydraulic control panel shall be driven in a uniform and precisely controlled manner, as it interferes directly with the dyschromatism. In this study, an acceleration test model was employed to verify the durability of the hydraulic control of the hydraulic control panel, which was manufactured by the scenic model, and the pre-roll angle was analyzed before the performance of acceleration test. Based on the change in the amount of deformation of the padder roll the durability of the padder roll was analyzed along with verification of the durability of the skin and the rubber coating in contact with the fabric. Furthermore, the accelerated test method used for hydraulic controlled multi-cell padder rolls was verified.

가속정수산정에 의한 전력조류계산의 수산특성개선에 관한 연구 (A Study on the Convergency Improvement of Power Flow Calculation by Applying Acceleration Factor Evaluation)

  • 김준현;박건수
    • 대한전기학회논문지
    • /
    • 제36권6호
    • /
    • pp.390-395
    • /
    • 1987
  • There is a variety not only of research topics but also of research techniques in electric power problems. It is well known that a significant increase in the rate of convergence can be obtained for the Gauss-Seidel method using the bus admittance matrix by applying acceleration factors determined empirically. The acceleration factor is calculated theoretically by using the bus voltage sensitivity (buses voltage interact each other) in this paper. It is observed that the proposed method using calculated acceleration factor gives better results than those of the method using calculated acceleration factor gives better results than those of the method using empirical one.

  • PDF

Advanced two-level CMFD acceleration method for the 3D whole-core high-fidelity neutron adjoint transport calculation

  • Zhu, Kaijie;Hao, Chen;Xu, Yunlin
    • Nuclear Engineering and Technology
    • /
    • 제53권1호
    • /
    • pp.30-43
    • /
    • 2021
  • In the 2D/1D method, a global adjoint CMFD based on the generalized equivalence theory is built to synthesize the 2D radial MOC adjoint and 1D axial NEM adjoint calculation and also to accelerate the iteration convergence of 3D whole-core adjoint transport calculation. Even more important, an advanced yet accurate two-level (TL) CMFD acceleration technique is proposed, in which an equivalent one-group adjoint CMFD is established to accelerate the multi-group adjoint CMFD and then to accelerate the 3D whole-core adjoint transport calculation efficiently. Based on these method, a new code is developed to perform 3D adjoint neutron flux calculation. Then a set of VERA and C5G7 benchmark problems are chosen to verify the capability of the 3D adjoint calculations and the effectiveness of TL CMFD acceleration. The numerical results demonstrate that acceptable accuracy of 2D/1D adjoint calculations and superior acceleration of TL CMFD are achievable.

스마트폰 가속도센서를 이용한 대구도시철도 주행진동평가 (The Running Vibration Assessment of Daegu Metropolitan Transit using Smartphone Acceleration Sensor)

  • 권동희;장성현;문형진;최민호
    • 한국융합학회논문지
    • /
    • 제10권6호
    • /
    • pp.179-184
    • /
    • 2019
  • 최근 대도시 핵심 교통수단인 도시철도의 대중화와 노후화에 따른 다양한 문제점이 발생되고 있다. 본 연구에서는 이의 해결을 위해 스마트폰 내장형 가속도센서와 이를 활용한 애플리케이션을 사용하여 대구광역시 도시철도 1호선 전 구간에 대한 진동가속도를 측정하고 열차진동 특성을 평가하였다. 이를 위해 국내 철도차량 진동 측정 방법(KS R9160)을 따라 주행 시 발생하는 3축 방향 가속도를 기반으로, 32개 역사 구간 및 방향 별 진동가속도 특성을 분석하였다. 또한, 1997년 개통 당시 측정된 주요 구간 진동가속도와의 비교를 통해 열차 진동환경 변화에 따른 진동증폭 양상을 모니터링하였다. 진동가속도 분석 결과, 20년에 걸친 철도시설 환경의 노후화에 따른 수평 및 수직 방향 진동가속도 증가 특성을 확인하였다. 본 연구의 결과는 추후 도시철도 승차감 평가와 주변 구조물에 대한 진동영향성 평가를 위한 주요한 자료로서의 가치가 있을 것으로 판단된다.