• Title/Summary/Keyword: 현가

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Suspension Control using Reinforcement Learning (강화학습에 의한 현가장치의 제어)

  • Jeong, Gyu-Baek;Mun, Yeong-Jun;Park, Ju-Yeong
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2007.11a
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    • pp.163-166
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    • 2007
  • 최근에 국내외의 인공지능 분야에서는, 강화학습(reinforcement learning)에 관한 연구가 활발히 진행되고 있다. 본 논문에서는 능동형 현가장치(active-suspension)의 제어를 위하여 RLS 기반 NAC(natural actor-critic)을 활용한 강화학습 기법을 적용해보고, 그 성능을 시뮬레이션을 통해 확인해본다.

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Active Control System of a Vehicle Suspension for improving Ride Quality (승차감향상을 위한 자동차현가장치의 능동제어시스템)

  • Park, Ho;Jeon, Euy-Sik;Roh, Byung-Ok
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.7 no.6
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    • pp.102-109
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    • 1998
  • As the fundamental study of an active suspension system, computer simulation is performed using a quarter model. Design data for the development of active suspension system are presented through performance estimation of active control laws in the time and frequency domain. The verification of compromise between ride quality and handling characteristics is carried out.

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Linear Quadratic Control with Pole Placement for an Automotive Active Suspension System (극점배치기능을 갖는 LQ제어기 설계 및 자동차 능동 현가장치 제어에의 응용)

  • 최재원;서영봉;유완석
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1995.10a
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    • pp.513-517
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    • 1995
  • In this paper, a relation of matrix Q in cost function to distances between the closed-loop and open-loop poles of a multi input controllable systems is studied. Futhmore, the state feedback gain with exact desired eigenvalues in the LQR is computed. The proposed scheme is applied to designing automotive active suspension control system for a half-car model and its performance is compared with the existing LQR control system design methodology.

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New Modeling of a Suspens~on System of Macpherson Type (Macpherson형 현가시스템의 새로운 모델링)

  • 홍금식;전동섭;유완석;최재원
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1995.10a
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    • pp.509-512
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    • 1995
  • A new modeling incorporating the role of control arm is proposed for the Macpherson type suspension system. Vertical displacement of the sprung mass and angular displacement of the control arm are selected as main control variables in the new modeling. With the same values of suspension vehicle parameters the conventional modeling and the new modeling are compared in terms of open loop characteristics.

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Discrete Time Modeling of the Front Suspension System with Nonlinearity (비선형성을 갖는 전륜 현가장치의 이산시간 모델링)

  • 이병림;이재응
    • Transactions of the Korean Society of Automotive Engineers
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    • v.8 no.6
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    • pp.156-164
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    • 2000
  • In this study, a discrete time model for a simplified front wheel suspension system which has nonlinear dampling and stiffness property is introduced. The model is estimated from the discrete data which are generated based on the real car parameter. The performance of the proposed method is evaluated through numerical simulation, and the simulation results show that the proposed method can estimate the nonlinear behavior of the suspension system very well.

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Modal Analysis of Suspension System with Kinematic Constraints and Elastic Elements (기구학적 구속조건과 탄성요소를 가진 현가계의 모드해석)

  • 이장무;강주석;윤중락;배상우;탁태오
    • Transactions of the Korean Society of Automotive Engineers
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    • v.8 no.1
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    • pp.110-123
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    • 2000
  • In this Study, the dynamic equation for vibration analysis of mechanical systems with kinematic constraints is derived. This equations are derived in terms of small displacements of Cartesian coordinates, and are applied to compute the dynamic response and the natural modes of the suspension system of a vehicle. The results are validated through the comparison with the results from conventional nonlinear dynamic analysis and modal test.

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A study on the design parameters and vibration performance of suspension device for freight car (화물수송용 철도차량 현가장치의 설계변수와 진동성능에 관한 연구)

  • Haam, Y.S.;Oh, T.Y.
    • Proceedings of the KSME Conference
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    • 2001.06b
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    • pp.507-512
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    • 2001
  • As needs for substitution of excessive road-oriented transport by the railroad increase, we proposed the guideline for development of the high speed freight car up to 150km/h through analyzing the critical speed of welded-type freight car employed and investigating the improvement in its maintenance. This study, the proper design parameters of conical rubber spring was determined to meet the vibration performance.

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A study on Power Conversion System for Energy Harvesting applied to Vehicle Suspension (차량용 현가장치 적용 에너지 하베스팅을 위한 전력변환 시스템에 관한 연구)

  • Lee, JinKyu;An, MinHyuk;Park, Byounggun
    • Proceedings of the KIPE Conference
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    • 2017.07a
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    • pp.210-211
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    • 2017
  • 본 논문에서는 자동차가 주행 시 노면에서 발생되는 충격을 흡수하는 현가장치에서 전기에너지를 얻기 위한 에너지 하베스팅 기술에 적용 가능한 전력변환 시스템에 관하여 연구 하였다. 제안된 전력변환장치는 2상 AC-DC 다이오드를 직렬로 구성하여 선형 발전기의 서로 다른 주파수와 크기를 갖는 출력전압에 대해 효과적으로 전기에너지로 변환하도록 하였다. 제안한 전력변환시스템의 가능성을 확인하기 위해 시뮬레이션과 실험을 통하여 검증하였다.

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A Study on the Characteristics of the Suspension Components of Rolling Stocks in the Very low Temperature (극한 온도에서의 철도차량용 현가부품의 특성연구)

  • Choi, Byoung-Il;Na, Hee-Seung;Jang, Seung-Ho
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2004.11a
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    • pp.45-48
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    • 2004
  • This study is a preview of characteristics of (1st/2nd) rubber suspension parts in low temperature, it will be researched before Trans Korean Railway and continental railway network connection. Rubber material characteristics are different to steel materials. Behavior of rubber material shows large deformation in hyper-elastic region. Moreover, added dashpot and low temperature condition shows various non-linear characteristics.

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