• Title/Summary/Keyword: Recursive Method

검색결과 743건 처리시간 0.032초

Aerodynamic Derivatives Identification Using a Non-Conservative Robust Kalman Filter

  • Lee, Han-Sung;Ra, Won-Sang;Lee, Jang-Gyu;Song, Yong-Kyu;Whang, Ick-Ho
    • Journal of Electrical Engineering and Technology
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    • 제7권1호
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    • pp.132-140
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    • 2012
  • A non-conservative robust Kalman filter (NCRKF) is applied to flight data to identify the aerodynamic derivatives of an unmanned autonomous vehicle (UAV). The NCRKF is formulated using UAV lateral motion data and then compared with results from the conventional Kalman filter (KF) and the recursive least square (RLS) method. A superior performance for the NCRKF is demonstrated by simulation and real flight data. The NCRKF is especially effective in large uncertainties in vehicle modeling and in measuring flight data. Thus, it is expected to be useful in missile and aircraft parameter identification.

Sensorless Speed control of micro DC motor (소형DC모터의 센서리스 속도제어기의 개발)

  • Jang, Hong-Min;Kim, Young-Bak;Jeon, Hyoung-Wok;Park, Sang-Hyun;Jun, Hyang-Sig;Choi, Young-Kiu;Kim, Sung-Shin
    • Proceedings of the KIEE Conference
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    • 대한전기학회 1999년도 하계학술대회 논문집 A
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    • pp.382-384
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    • 1999
  • We propose a new method for detecting Backemf of a motor and estimating parameters of a motor using Recursive Least Square Estimator. The motor speed is obtained from the estimated parameters. We experiment the PID speed controller with the estimated speed.

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Using Least-Square Learning Method design Fuzzy Controller and control Inverted Pendulum (LSE 학습법을 이용한 퍼지제어기 설계와 도립진자의 제어)

  • Kim, Kuen-Ki;Ryu, Chang-Wan;Yim, Wha-Yeong
    • Proceedings of the KIEE Conference
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    • 대한전기학회 2000년도 하계학술대회 논문집 D
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    • pp.2377-2379
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    • 2000
  • Design of Fuzzy cotroller consists of intuition of human expert, and any other information about how to control system, they translated into a set of rules. If the rules adequately control the system, the design work is done well. If the rules are inadequate, the designer must modify the rules. Through this procedure, the system can be controlled. In this paper, we designed simply a fuzzy controller based on human knowledge, but it has errors showing some vibrations. So we updated the optimal parameters of fuzzy controller using Recursive least square algorithm.

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Optimal Man-machine Assignment for Sequential Dependent Multi Different Machines Under Deterministic Cycle Time (확정적 주기시간을 갖는 다기종 Line설비의 최적담당 기계대수 결정)

  • 이근희;김홍국
    • Journal of Korean Society of Industrial and Systems Engineering
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    • 제11권17호
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    • pp.39-46
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    • 1988
  • This Paper is concerned with a man-multi machine assignment problem to minimize idle time. Assuming different types of semi-automatic machines with deterministic service-processing time, the problem approaches by sequential dependent one operator can handle several machines, where determine optimal range the cost of idle labor and machine time is to be minimized in preparing a work schedule. The Procedure, to establish man-machine assignment model, and it's results are: (1) Objective function to minimize opportunity loss cost, which is happened by idle time, is verified recursive process through heuristic method. (2) The algorithm, is programmed by BASIC language for personal computer, and a numerical example is given to illustrate the heuristic algorithm. This study will be helpful to enhance productivity of Shopflooras a result of increasing the efficiencies of both operator and machine.

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Optimal Design of Vehicle Suspenion Systems Using Sensitivity Analysis (민감도 해석을 이용한 현가장치의 동역학적 최적설계)

  • 탁태오
    • Transactions of the Korean Society of Automotive Engineers
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    • 제2권3호
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    • pp.50-61
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    • 1994
  • A method for performing dynamic design sensitivity analysis of vehicle suspension systems which have three dimensional closed-loop kinematic structure is presented. A recursive form of equations of motion for a MacPherson suspension system is derived as basis for sensitivity analysis. By directly differentiating the equations of motion with respect to design variables, sensitivity equations are obtained. The direct generalize for the application of multibody dynamic sensitivity analysis. Based on the proposed sensitivity analysis, optimal design of a MacPherson suspension system is carried out taking unsprung mass, spring and damping coefficients as design variables.

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Robust Multiuser Detection Based on Least p-Norm State Space Filtering Model

  • Zha, Daifeng
    • Journal of Communications and Networks
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    • 제9권2호
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    • pp.185-191
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    • 2007
  • Alpha stable distribution is better for modeling impulsive noises than Gaussian distribution in signal processing. This class of process has no closed form of probability density function and finite second order moments. In general, Wiener filter theory is not meaningful in S$\alpha$SG environments because the expectations may be unbounded. We proposed a new adaptive recursive least p-norm Kalman filtering algorithm based on least p-norm of innovation process with infinite variances, and a new robust multiuser detection method based on least p-norm Kalman filtering. The simulation experiments show that the proposed new algorithm is more robust than the conventional Kalman filtering multiuser detection algorithm.

Fault Detection in an Automatic Central Air-Handling Unit (자동 공조설비의 고장 검출 기술)

  • Lee, Won-Yong;Shin, Dong-Ryul
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • 제48권4호
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    • pp.410-418
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    • 1999
  • This paper describes the use of residual and parameter identification methods for fault detection in an air handling unit. Faults can be detected by comparing expected condition with the measured faulty data using residuals. Faults can also be detected by examining unmeasurable parameter changes in a model of a controlled system using a system identification technique. In this study, AutoRegressive Moving Average with seXtrnal input(ARMAX) and AutoRegressive with eXternal input(ARX) models with both single-input/single-input and multi-input/single-input structures are examined. Model parameters are determined using the Kalman filter recursive identification method. Regression equations are calculated from normal experimental data and are used to compute expected operating variables. These approaches are tested using experimental data from a laboratory's variable-air-volume air-handling-unit.

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Pole-Placement Self-Tuning Control for Robot Manipulators in Task Coordinates (작업좌표에서 로보트 매니퓰레어터에 대한 극점배치 자기동조 제어)

  • 양태규;이상효
    • The Transactions of the Korean Institute of Electrical Engineers
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    • 제38권3호
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    • pp.247-255
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    • 1989
  • This paper proposes an error model with integral action and a pole-place-ment self-tuning controller for robot manipulators in task coordinates. The controller can reject the offset due to any load disturbance without a detailed description of the robot dynamics. The error model parameters are estimated by the recursive least square identification algorithms, and controller parameters are determined by the pole-placement method. A computer simulation study has been conducted to demonstrate the performance of the proposed control system in task coordinates for a 3-joint and 2-link spatial robot manipulator with payload.

Recursive Feedforward Profile Method for Minimizing Settling Time in Position Control (위치제어 수렴구간 단축을 위한 연속 전향 보상 프로파일 기법)

  • Lee, Choongin;Park, Jaeyong;Ha, Jung-Ik
    • Proceedings of the KIPE Conference
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    • 전력전자학회 2017년도 전력전자학술대회
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    • pp.144-145
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    • 2017
  • 서보 시스템에서는 물리적인 제한조건을 반영하여 위치 프로파일을 그려왔다. 하지만 위치 프로파일이 종료된 시점 남아있는 오차를 기존의 오차 기반 제어기를 이용하여 수렴시키기엔 많은 시간이 소요되고 이는 위치제어 성능 문제로 직결된다. 본 논문에서는 기존의 프로파일이 끝난 시점에서 시스템 제한을 고려한 최대 전압과 최대 전류를 이용하는 프로파일을 연속적으로 그려 수렴구간을 단축시키는 방법을 제안한다. 1kW 용량 서보모터를 통해 수렴시간을 기존 프로파일 방식과 비교하여 알고리즘을 검증하였다.

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Induction motor rotor speed estimation using discrete adaptive observer (이산 적응 관측자를 이용한 유도전동기의 회전자 속도 추정)

  • Yi, Sang-Chul;Choi, Chang-Ho;Nam, Kwang-Hee
    • Proceedings of the KIEE Conference
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    • 대한전기학회 1996년도 하계학술대회 논문집 B
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    • pp.1060-1062
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    • 1996
  • This paper presents a discrete adaptive observer for MIMO system of an IM model in DQ reference model. The IM model in the stationary frame is discretized and it is transformed into the canonical observer form. The unknown parameter is choosen as rotor speed. The adaptive law for parameter adjustment is obtained as a set of recursive equations which are derived by utilizing an exponentially weighted normalized least-square method. The proposed adaptive observer converges rapidly and is also shown to track time-varying plant parameter quickly. Its effectiveness has been demonstrated by computer simulation.

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