• Title/Summary/Keyword: Recursive process

Search Result 243, Processing Time 0.019 seconds

ARMA 모델링과 스펙트럼분석법에 의한 가공시스템의 진단에 관한 연구 (A Study on Diagnostics of Machining System with ARMA Modeling and Spectrum Analysis)

  • 윤문철;조현덕;김성근
    • 한국생산제조학회지
    • /
    • 제8권3호
    • /
    • pp.42-51
    • /
    • 1999
  • An experimental modeling of cutting and structural dynamics and the on-line detection of malfunction process is substantial not only for the investigation of the static and dynamic characteristics of cutting process but also for the analytic realization of diagnostic systems. In this regard, We have discussed on the comparative assessment of two recursive time series modeling algorithms that can represent the machining process and detect the abnormal machining behaviors in precision round shape machining such as turning, drilling and boring in mold and die making. In this study, simulation and experimental work were performed to show the malfunctioned behaviors. For this purpose, two new recursive approach (REIVM, RLSM) were adopted fur the on-line system identification and monitoring of a machining process, we can apply these new algorithm in real process for the detection of abnormal machining behaviors such as chipping, chatter, wear and round shape lobe waviness.

  • PDF

드릴링 작업의 모델링과 진단법에 관한 연구 (A Study on the Modeling and Diagnostics in Drilling Operation)

  • 윤문철
    • 동력기계공학회지
    • /
    • 제2권2호
    • /
    • pp.73-80
    • /
    • 1998
  • The identification of drilling joint dynamics which consists of drilling and structural dynamics and the on-line time series detection of malfunction process is substantial not only for the investigation of the static and dynamic characteristics but also for the analytic realization of diagnostic and control systems in drilling. Therefore, We have discussed on the comparative assessment of two recursive time series modeling algorithms that can represent the drilling operation and detect the abnormal geometric behaviors in precision roundshape machining such as turning, drilling and boring in precision diemaking. For this purpose, simulation and experimental work were performed to show the malfunctional behaviors for drilling operation. For this purpose, a new two recursive approach (Recursive Extended Instrument Variable Method : REIVM, Recursive Least Square Method : RLSM) may be adopted for the on-line system identification and monitoring of a malfunction behavior of drilling process, such as chipping, wear, chatter and hole lobe waviness.

  • PDF

A CLASS OF MULTILEVEL RECURSIVE INCOMPLETE LU PRECONDITIONING TECHNIQUES

  • Zhang, Jun
    • Journal of applied mathematics & informatics
    • /
    • 제8권2호
    • /
    • pp.305-326
    • /
    • 2001
  • We introduce a class of multilevel recursive incomplete LU preconditioning techniques (RILUM) for solving general sparse matrices. This techniques is based on a recursive two by two block incomplete LU factorization on the coefficient martix. The coarse level system is constructed as an (approximate) Schur complement. A dynamic preconditioner is obtained by solving the Schur complement matrix approximately. The novelty of the proposed techniques is to solve the Schur complement matrix by a preconditioned Krylov subspace method. Such a reduction process is repeated to yield a multilevel recursive preconditioner.

컴퓨터 수치제어 선반에서의 진원통도 보상제어 (Compensatory cylindricity control of the C.N.C. turing process)

  • 강민식;이종원
    • 대한기계학회논문집
    • /
    • 제12권4호
    • /
    • pp.694-704
    • /
    • 1988
  • 본 연구에서는 현장에서 흔히 수행되는 가공 후(post-process) 측정만을 이용 한 단일절삭(single-pass)으로써 공작물이 원하는 일정한 직경을 유지할 수 있다는 것 을 실험을 통해 검증해 보이고자 한다. 이와 같은 방식은 이미 보오링 작업 중 보오 링바의 노출 길이 변화에 따른 가공면의 내경 오차를 없애주기 위한 방법으로써 제시 된 바 있다. 즉 반복 최소 자승법(recursive least squares)으로 미리 가정된 절삭 조건과 공작물 처짐 사이의 관계식과 관련된 계수를 가공 후에 가공 공작물의 표면 측 정으로 매 번보정(update)시켜 줌으로써 일정 직경을 얻기위한 절삭조건을 결정하고자 한다.

MATHEMATICAL UNDERSTANDING OF CONSCIOUSNESS AND UNCONCIOUSNESS

  • LEE, NAMI;KIM, EUN YOUNG;SHIN, CHANGSOO
    • Journal of the Korean Society for Industrial and Applied Mathematics
    • /
    • 제21권2호
    • /
    • pp.75-79
    • /
    • 2017
  • This paper approaches the subject of consciousness and unconsciousness from a mathematical point of view. It sets up a hypothesis that when unconscious state becomes conscious state, high density energy is released. We argue that the process of transformation of unconsciousness into consciousness can be expressed using the infinite recursive Heaviside step function. We claim that differentiation of the potential of unconsciousness with respect to time is the process of being conscious in a world where only time exists, since the thinking process never have any concrete space. We try to attribute our unconsciousness to a special solution of the multi-dimensional advection partial differential equation which can be represented by the finite recursive Heaviside step function. Mathematical language explains how the infinitive neural process is perceived and understood by consciousness in a definitive time.

POSIX스레드에 의한 재귀적 알고리즘의 병렬화에서 병렬성 제어 방안 (A Device of Parallelism Control in POSIX Based Parallelization of Recursive Algorithms)

  • 이형봉;백청호
    • 정보처리학회논문지A
    • /
    • 제9A권2호
    • /
    • pp.249-258
    • /
    • 2002
  • 처리기를 여러 개 장착한 다중처리기 시스템의 근본 목적은 적은 비용으로 많은 성능 향상을 얻자는 데에 있다. 그러나 다중처리기 시스템을 충분히 활용하기 위해서는 병렬처리를 지원하는 특별한 언어를 사용하거나 병렬성을 탐색하는 도구의 도움을 얻어야 하는 경우가 대부분이다. 일반적으로 알고리즘에서 병렬화에 적합한 대표적인 영역으로 루프와 재귀호출 등이 알려져 있다. 이 중 재귀호출은 특별한 도구나 언어의 지원 없이 개념적인 측면에서 비교적 쉽게 병렬화 시킬 수 있다. 그러나 재귀호출이 깊어지면 통제되지 않은 병렬성이 과도하게 높아져 오히려 수행불능 상태가 되고 만다. 본 논문은 POSIX스레드를 이용하여 재귀호출로 구성된 알고리즘을 병렬화시키는 과정에서 병렬성을 제어하는 방안을 제시한다. 이를 위하여 유닉스 시스템에서 프로세스와 스레드의 개념을 정립하고, 제안된 병렬성 제어 방안을 퀵 정렬에 적용한 결과를 실증적으로 분석하여 그 효용성을 검증한다.

Pretension process control based on cable force observation values for prestressed space grid structures

  • Zhou, Zhen;Meng, Shao-Ping;Wu, Jing
    • Structural Engineering and Mechanics
    • /
    • 제34권6호
    • /
    • pp.739-753
    • /
    • 2010
  • Pointing to the design requirement of prestressed space grid structure being the target cable force, the pretension scheme decision analysis method is studied when there's great difference between structural actual state and the analytical model. Based on recursive formulation of cable forces, the simulative recursive system for pretension process is established from the systematic viewpoint, including four kinds of parameters, i.e., system initial value (structural initial state), system input value (tensioning control force scheme), system state parameters (influence matrix of cable forces), system output value (pretension accomplishment). The system controllability depends on the system state parameters. Based on cable force observation values, the influence matrix for system state parameters can be calculated, making the system controllable. Next, the pretension scheme decision method based on cable force observation values can be formed on the basis of iterative calculation for recursive system. In this way, the tensioning control force scheme that can meet the design requirement when next cyclic supplemental tension finished is obtained. Engineering example analysis results show that the proposed method in this paper can reduce a lot of cyclic tensioning work and meanwhile the design requirement can be met.

순환 파라메트릭 모델링에 의한 엔드밀 시스템의 모드 분석 (Mode analysis of end-milling process by recursive parametric modelling)

  • 김태형;김종도
    • 한국기계기술학회지
    • /
    • 제13권3호
    • /
    • pp.73-79
    • /
    • 2011
  • In this study, an analytical realization of end-milling system was introduced using recursive parametric modeling analysis. Also, the numerical mode analysis of end-milling system with different conditions was performed systematically. In this regard, a recursive least square modelling algorithm and the natural mode for real part and imaginary one was discussed. This recursive approach (RLSM) can be adopted for on-line end-milling identification. After experimental practice of the end-milling, the end-milling force was obtained and it was used for the calculation of FRF (Frequency response function) and mode analysis. Also the FRF was analysed for the prediction of a end-milling system using recursive algorithm.

Recursive Least Squares Run-to-Run Control with Time-Varying Metrology Delays

  • Fan, Shu-Kai;Chang, Yuan-Jung
    • Industrial Engineering and Management Systems
    • /
    • 제9권3호
    • /
    • pp.262-274
    • /
    • 2010
  • This article investigates how to adaptively predict the time-varying metrology delay that could realistically occur in the semiconductor manufacturing practice. Metrology delays pose a great challenge for the existing run-to-run (R2R) controllers, driving the process output significantly away from target if not adequately predicted. First, the expected asymptotic double exponentially weighted moving average (DEWMA) control output, by using the EWMA and recursive least squares (RLS) prediction methods, is derived. It has been found that the relationships between the expected control output and target in both estimation methods are parallel, and six cases are addressed. Within the context of time-varying metrology delay, this paper presents a modified recursive least squares-linear trend (RLS-LT) controller, in combination with runs test. Simulated single input-single output (SISO) R2R processes subject to various time-varying metrology delay scenarios are used as a testbed to evaluate the proposed algorithms. The simulation results indicate that the modified RLS-LT controller can yield the process output more accurately on target with smaller mean squared error (MSE) than the original RLSLT controller that only deals with constant metrology delays.

재귀 최소자승법을 이용한 천체 망원경의 추적 오차 보정법 (Correction Method of Tracking Error for Astronomical Telescope Using Recursive Least Square Method)

  • 곽동훈;김태한;이영삼
    • 제어로봇시스템학회논문지
    • /
    • 제18권3호
    • /
    • pp.224-229
    • /
    • 2012
  • In this paper, we propose a correction method for astronomical telescope using recursive least square method. There are two ways to move a telescope : equatorial operation and altazimuth operation. We must align polar axis of a equatorial telescope with the north celestial pole and adjust the horizontal axis of a altazimuth telescope exactly to match the celestial coordinate system with the telescope coordinate system. This process needs time and expertise. We can skip existing process and correct a tracking error easily by deriving the relationship of the celestial coordinate system and the telescope coordinate system using the proposed correction method. We obtain the coordinate of a celestial body in the celestial coordinate system and the telescope coordinate system and derive a transformation matrix through the obtained coordinate. We use recursive least square method to estimate the unknown parameters of a transformation matrix. Finally, we implement a telescope control system using a microprocessor and verify the performance of the correction method. Through an experiment, we show the validity of the proposed correction method.