• 한국군사과학기술학회지
• /
• 제24권5호
• /
• pp.558-568
• /
• 2021

The existing underwater vehicle controller design is applied by linearizing the nonlinear dynamics model to a specific motion section. Since the linear controller has unstable control performance in a transient state, various studies have been conducted to overcome this problem. Recently, there have been studies to improve the control performance in the transient state by using reinforcement learning. Reinforcement learning can be largely divided into value-based reinforcement learning and policy-based reinforcement learning. In this paper, we propose the roll controller of underwater vehicle based on Deep Deterministic Policy Gradient(DDPG) that learns the control policy and can show stable control performance in various situations and environments. The performance of the proposed DDPG based roll controller was verified through simulation and compared with the existing PID and DQN with Normalized Advantage Functions based roll controllers.

• 한국군사과학기술학회지
• /
• 제24권1호
• /
• pp.123-132
• /
• 2021

In order for the underwater vehicle to perform various tasks, it is important to control the depth, course, and roll of the underwater vehicle. To design such a controller, it is necessary to construct a dynamic model of the underwater vehicle and select the appropriate hydrodynamic coefficients. For the controller design, since the dynamic model is linearized assuming a limited operating range, the control performance in the steady state is well satisfied, but the control performance in the transient state may be unstable. In this paper, in order to overcome the problems of the existing controller design, we propose a A2C(Advantage Actor-Critic) based roll controller for underwater vehicle with stable learning performance in a continuous space among reinforcement learning methods that can be learned through rewards for actions. The performance of the proposed A2C based roll controller is verified through simulation and compared with PID and Dueling DDQN based roll controllers.

• 한국자동차공학회논문집
• /
• 제14권4호
• /
• pp.92-98
• /
• 2006

In this paper, a planar car model with 3 degrees of freedom was analyzed using the concept of the roll center. To avoid ambiguity, force components which require experimental data were excluded. Only kinematic approach was used to find the position and orientation of the vehicle body and the position of the roll center. The roll center was found by the pole with infinitesimal movement and Kennedy-Aronhold theorem. Centrodes, which are the loci of instantaneous centers of planar motion, were constructed with analyzed results to show characteristics of vehicle body motion. To verify the presented analysis method in this paper, the locus of the roll center and the motion of a 3 D.O.F. planar car model were compared with those of the 1 D.O.F. model.

• 한국정밀공학회지
• /
• 제18권4호
• /
• pp.167-175
• /
• 2001

This paper presents design of active roll controller of a vehicle and experimental study using the electric actuating roll control system. Firstly, parameter sensitivity analysis is performed based on 3DOF linear vehicle model. The controller is designed in the frame work of gain-scheduled H$\infty$ control scheme considering the varying parameters induced by laden and running vehicle condition. In order to investigate a feasibility of an active control system, experimental work is performed using hardware-in-the -loop setup which has been constructed by the devised electric actuating system and the full vehicle model with tire characteristics. The performance is evaluated by experiment using hardware-in-the -loop simulation under the conditions of some steer maneuvers and parameter variations.

• 대한기계학회논문집A
• /
• 제21권10호
• /
• pp.1730-1741
• /
• 1997

In this paper, we developed a surface profile measuring system and a profile measuring software for EGL conductor roll. For the profilemeter, we designed a linear guided control system with Laser displacement sensors and developed a 3-dimensional software. Additionally, the AC motor and AC motor driver were used to control the precise position of linear guide system. The measuring principle of the Laser sensor is optical triangulation method. Also, two Laser sensors were used to remove the disturbance and vibration effects of the linear guide system.

• 한국축산시설환경학회지
• /
• 제11권1호
• /
• pp.11-16
• /
• 2005

1. 구획이 작고 논두렁이 많은 논의 볏짚 수집에 적합한 1축롤 구동 래핑암회전식 트랙터 3점히치 장착형 원형베일 래퍼를 개발하였다. 2. 2개의 구동롤을 구동하는 래핑암 회전식원형베일래퍼는 베일 적재시 베일에 변형이 발생하였으며 작업시 무게중심이 높아 기체 흔들림이 있었으나 시작기는 베일적재시 롤이 수평직선운동을 하여 베일의 변형이 적었으며 무게중심이 낮아 작업 안정성이 다소 높은 것으로 평가되었다. 3. 베일적재시에 두 개의 적재롤이 자유회전을 하여 적재시의 베일과 롤의 마찰저항을 구름저항으로 바꿈으로써 베일의 변형이 생기지 않았으며 베일을 회전시키기 위한 구동롤의 토크를 기존의 2축롤 구동식은 12 kgf-m 이었으나 새로 개발한 1축롤 구동식은 6 kgf-m로 낮았다. 4. 구동롤 토크가 낮아 1축롤 구동으로 베일래핑작업이 가능하였으며 기계구조를 단순화 킬 수 있었다. 5. 기존 회전테이블식에 비해 작업능률을 $45\%$ 향상, 작업비용은 $17\%$ 절감할 수 있었다.

• 한국항공우주학회지
• /
• 제37권7호
• /
• pp.669-677
• /
• 2009

일반적으로 롤/요 평면상의 nutation 운동이 있는 피치 모멘텀 바이어스 시스템을 정지궤도 위성인 통신위성에서 주로 사용되어 왔으나 본 논문에서는 저궤도 위성의 경우에 대해 최소 휠 개수인 2개 반작용휠로 구성된 피치 모멘텀 바이어스 시스템을 휠 모멘텀 제어방식으로 피치축과 롤축 자세제어를 수행하는 방안을 살펴보았다. PI-제어기를 사용한 휠 모멘텀 제어 방식의 경우 휠 베어링 마찰 등 반작용휠에 가해지는 외란에 대한 강건성 보장을 해석적으로 분석하였으며, 롤축 자세에러 측정치와 요축 모멘텀 선형 제어기 설계를 위한 전달함수를 제시하였고, 시스템에 대한 이해도를 높이고, 외란 영향 및 모멘텀 바이어스 크기 등 필요한 설계 인자 선정을 위해 시스템에 대한 분석을 수행하였다.아울러 요축 모멘텀 PID-제어기를 사용한 모멘텀 바이어스 시스템의 롤/요축 자세제어 설계결과 및 시뮬코타키나발루레이션 결과를 제시하였다.

• 산업기술연구
• /
• 제21권A호
• /
• pp.81-88
• /
• 2001

In this work, we have developed a 2 degrees of freedom(DOF) motion simulator that can generate the sensation of motion in a 6 DOF space. The motion base has the DOF of roll and pitch, and the purpose of the motion base is to create the sensation of riding a vehicle in a 3D space by controlling the motion base. The dynamics of the mechanism was analysed and the optimal design of the motion base mechanism has been reached. The prototype motion base mechanism was developed and tested. The multi-axis motion controller(MMC) was used to control the two AC servo meters that drive the roll and pitch motion.

• 한국자동차공학회논문집
• /
• 제14권6호
• /
• pp.120-126
• /
• 2006

Vehicle dynamic simulation has been carried out using the coherence of road roughness between left and right wheels. The generated twin tracks with the coherence of road roughness between left and right wheels are in good agreements with the measured coherence relation of left and right wheels. And these tracks reflect well on the roughness characteristics of real roads. Using the generated roads and multibody dynamic simulation program, vehicle dynamic simulation is performed. The vertical and roll motion analysis of a vehicle are carried out using the realistic road profiles with the coherence between left and right wheels and the results are in good agreements with the dynamic characteristics of a vehicle.

• 한국항공우주학회지
• /
• 제40권5호
• /
• pp.395-404
• /
• 2012

본 논문에서는 전산유체역학을 이용하여 3차원 비행체 형상에 대한 동안정 미계수를 예측하였다. 피치에 대한 미계수는 피치방향의 조화진동운동을 통하여 계산하였고 롤 감쇠계수는 비관성 좌표계에 대한 정상해석을 통하여 계산하였다. 계산은 Basic Finner와 SDM 형상에 대해 수행했으며 다른 연구자의 실험적/수치적 결과와 비교하였다. 유동 계산을 위해 비관성 좌표계와 관성 좌표계에서 모두 사용할 수 있는 3차원 Euler 해석자를 개발하였다. 시간 정확성을 유지한 비정상 해석을 위해 이중시간적분법을 적용하였다. 동안정 미계수계산 결과는 다른 수치 및 실험적 연구 결과들과 잘 일치하는 것을 알 수 있었다.