• Title/Summary/Keyword: PID controller PID

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전동휠체어 로봇의 경로추적제어에 관한 연구 (A Study on the Path-Tracking of Electric Wheelchair Robot)

  • 안경관;윤종일;레듀이코아
    • 한국정밀공학회지
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    • 제28권11호
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    • pp.1265-1271
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    • 2011
  • These days the number of aged and disabled people is increasing rapidly. But most of the disabled or the aged who have the ability to work, want to engage in economic activities and solve social restrictions as well as their bad financial conditions. This paper concerns about the tracking control of an electric wheelchair robot for welfare vehicle where the seat and electric wheelchair are separated and electric wheelchair robot must be autonomously controlled without the help of assistant. So the aged or the disabled people can drive welfare vehicle by himself by adopting this system. Therefore the concept of both an autonomous driving of electric wheelchair and path tracking robots is required in this system. Finally we suggested fuzzy controller in order to control the path tracking of electric wheelchair robot and compared the capability of the proposed controller with conventional PID controller.

직립보행로봇 Actuator 개발에 관한 연구 (A study on Development of Actuator for Biped Walking Robot)

  • 문진수;김철우
    • 조명전기설비학회논문지
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    • 제19권7호
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    • pp.73-80
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    • 2005
  • 직립보행로봇은 동적인 시스템 구현을 위해 에너지원과 제어장치부가 로봇에 탑재되어야 한다. 때문에 본 연구에서는 소형에서 높은 기동 토크를 얻을 수 있는 직류전동기를 선택하였다. 직류전동기 서보시스템에는 아날로그 처리방식의 파워앰프를 이용하여, 제어기와 구동기가 일체화된 하나의 모들로 개발하였다. 이를 로봇액추에이터에 적용하고 동작과 복귀시의 응답특성을 연구하였다. 주 제어부는 PIC(Micro controller)를 채용하여 서보시스템과 함께 소형경량으로 로봇에 탑재할 수 있다.

다점 온도 제어 장치의 power 공급율 조정을 위한 fuzzy-PWM제어 (Fuzzy-PWM control for adjustment of power rate of a multiple point temperature controller)

  • 이장명;윤종보
    • 전자공학회논문지S
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    • 제34S권11호
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    • pp.80-92
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    • 1997
  • This research focuses onan efficient control method of temperature for multiple points using only one processor. For a yarn production system, the surface temperature control of heaters are very important for quality control. Therefore, we designed a temperature controller for a draw and twist machine and applied Fuzzy-PWM algorithm to the controller. If we use a processor for the temperature control of multiple points with the conventional ON/OFF control, the control performance of the system becomes poor. To overcome these problems, we developed a new Fuzzy-PWM algorithm for the adjustment of power rate to the heaters in the conventional ON/OFF control. It is shown that this algorithm has the same effects as the PID algorithm for the temperature control of each point. The proposed algorithm is robust against the production condition and environment such as the reference temperature and the thickness of yarn, since the power rate to the heater is adjusted by Fuzzy Rules derived from the values of the reference termperatureand the thickness of yarn. To obtain optimal Fuzzy rulees, the control simulations are perfodrmed through the modelling of the heater and simulation of Fuzzy rules. This algorithm is applied for the multiple pont temperature controller and showed satisfactory performance.

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외란관측기를 이용한 자동문 시스템의 성능 개선 (Performance Improvement of an Automatic Door System Using a Disturbance Observer)

  • 유영동;이교범;홍석교
    • 전력전자학회논문지
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    • 제15권5호
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    • pp.352-360
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    • 2010
  • 본 논문에서는 외란관측기를 이용한 자동문 제어기 설계 기법을 제안한다. 통상적으로 자동문의 제어기로 PID제어기를 주로 사용하고 있으나, 설치장소에 따라 문의 크기 및 무게가 다양하기 때문에 파라미터의 변동과 불확실한 동역학 및 외란 등을 고려한 강인한 제어기가 요구된다. 이를 위해 선형화된 자동문의 모델을 제시하고, 이를 기반으로 상태피드백 제어기와 관측기를 사용하여 LQR 제어기를 설계한다. 불확실한 요소를 보상하기 위하여 외란 관측기를 제시한다. 시뮬레이션과 실험결과는 제안한 제어기법의 타당성을 보여준다.

하드디스크 드라이브의 Spiral Servo Writing을 위한 초정밀 등속 제어 기법 연구 (A Study of High Precision Constant Velocity Control for Spiral Servo Writing in Hard Disk Drive)

  • 조규남;강현재;이충우;정정주;심준석
    • 정보저장시스템학회논문집
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    • 제1권1호
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    • pp.99-107
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    • 2005
  • According to recent trend, hard disk drive(HDD) has been smaller and less weight. Therefore, it needs new method of writing position information. In this thesis, a new controller that is suitable for SSW is proposed. The controller accepted SSW technology that is used to write position information in current HDD industry. The important condition to perform SSW is to reach constant velocity decided from the head velocity profile as fast as possible. The constant velocity decides the positional accuracy of spiral pattern and setup time decides the capacity of HDD. The head velocity profile as a reference signal must be designed not to cause resonance mode. The proposed controller was designed with consideration of these 3 elements, and it properly works for SSW. The velocity profile designed with SMART control not only minimizes the jerk, but also does not cause the resonance mode of a plant. After designing a conventional PID controller, it compared with electrical spring technique and ZPET technique.

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근해 조사용 무인잠수정의 개발 (Development of a Remotely Operated Vehicle for Investigation the Coastal Sea)

  • 김경기;최형식;강형석;정구락;권경엽
    • 대한기계학회논문집A
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    • 제32권11호
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    • pp.997-1002
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    • 2008
  • This paper is mainly concerned with the development of a remotely operated vehicle for investigation of the coastal sea. For this, we have designed and constructed a vehicle entitled KMU-ROV(Korea Maritime University Remotely Operated Vehicle), for purpose of investigation mission under 50(m) of the sea surface. We have designed six independent waterproof actuators and the housing of the controller for underwater operation. For six degree-of-freedom motion, we have analyzed the dynamics of the KMU-ROV and have designed a new composition of six actuators including the driving system. For motion control, we have composed a concurrent velocity control algorithm for controlling the speed of all the actuating motors. The control system for the KMU-ROV is composed of a master DSP controller, DSP controller for the motor control and various sensors. We composed the PID control algorithm and a network system for controlling motors using the CAN communication. The performance of the KMU-ROV was presented by testing the developed control algorithm and control system under the water.

수중운동체의 롤 제어를 위한 Deep Deterministic Policy Gradient 기반 강화학습 (Reinforcement Learning based on Deep Deterministic Policy Gradient for Roll Control of Underwater Vehicle)

  • 김수용;황연걸;문성웅
    • 한국군사과학기술학회지
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    • 제24권5호
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    • pp.558-568
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    • 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.

Adaptive second-order nonsingular terminal sliding mode power-level control for nuclear power plants

  • Hui, Jiuwu;Yuan, Jingqi
    • Nuclear Engineering and Technology
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    • 제54권5호
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    • pp.1644-1651
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    • 2022
  • This paper focuses on the power-level control of nuclear power plants (NPPs) in the presence of lumped disturbances. An adaptive second-order nonsingular terminal sliding mode control (ASONTSMC) scheme is proposed by resorting to the second-order nonsingular terminal sliding mode. The pre-existing mathematical model of the nuclear reactor system is firstly described based on point-reactor kinetics equations with six delayed neutron groups. Then, a second-order sliding mode control approach is proposed by integrating a proportional-derivative sliding mode (PDSM) manifold with a nonsingular terminal sliding mode (NTSM) manifold. An adaptive mechanism is designed to estimate the unknown upper bound of a lumped uncertain term that is composed of lumped disturbances and system states real-timely. The estimated values are then added to the controller, resulting in the control system capable of compensating the adverse effects of the lumped disturbances efficiently. Since the sign function is contained in the first time derivative of the real control law, the continuous input signal is obtained after integration so that the chattering effects of the conventional sliding mode control are suppressed. The robust stability of the overall control system is demonstrated through Lyapunov stability theory. Finally, the proposed control scheme is validated through simulations and comparisons with a proportional-integral-derivative (PID) controller, a super twisting sliding mode controller (STSMC), and a disturbance observer-based adaptive sliding mode controller (DO-ASMC).

선체운동 예측을 이용한 Dynamic Positioning System의 피드포워드 제어 알고리즘에 관한 연구 (A Study on the Feedforward Control Algorithm for Dynamic Positioning System Using Ship Motion Prediction)

  • 송순석;김상현;김희수;전마로
    • 해양환경안전학회지
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    • 제22권1호
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    • pp.129-137
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    • 2016
  • 본 연구의 목적은 가까운 미래의 선박운동정보를 이용하는 피드포워드 제어알고리즘과 FPSO 운동 수치 시뮬레이션 모델을 개발하고 시뮬레이션을 통하여 제어알고리즘의 성능을 검증하는 것이다. 본 논문에서는 조류, 바람, 파력 등의 환경하중에 의하여 발생한 선체운동의 미래 예측치를 활용한 피드포워드 제어력을 추가적으로 가지는 Dynamic Positioning System에 대하여 연구한다. 먼저, 조류력, 풍력 및 파력에 대한 수학모델을 선정하여 환경하중에서의 선체운동을 계산하고, 현재의 선체운동 값과 Brown 지수평활 예측모형을 활용하여 미래 선체운동 값을 예측하였다. 또한 위치 유지와 Heading angle 제어를 위한 제어력을 PID(Proportional-Integral-Derivative)이론을 이용하여 결정한 피드백 제어기와 미래 선체운동 값을 이용하여 결정한 피드포워드 제어기로 구성하였다. 그리고 각 Thruster에 요구되는 추력은 라그랑지승수법을 활용하여 분배하였다. 마지막으로 FPSO(Floating Production Storage and Offloading)의 운동과 Dynamic Positioning System에 대한 시뮬레이션 모델을 구축하여 선박의 위치 및 Heading angle 제어에 관한 시뮬레이션을 수행하여 제안하는 피드백 제어기와 피드포워드 제어기를 동시에 가지는 제어시스템의 성능을 평가하였다. 본 연구의 결과, 피드백 및 피드 포워드 제어기가 적용된 DPS 제어시스템이 기존의 피드백 제어기보다 위치유지 및 헤딩각 유지 능력에서 개선되었고 각 Thruster에 요구되는 평균 제어력 및 최대 제어력의 크기도 감소함을 보였다. 이에 따라 DPS에 요구되는 동력 감축과 Azimuth Thruster 용량의 감소로 인하여 비용 절감의 효과를 기대할 수 있다.

Fuzzy PD plus I Controller of a CSTR for Temperature Control

  • Lee, Joo-Yeon;So, Hye-Rim;Lee, Yun-Hyung;Oh, Sea-June;Jin, Gang-Gyoo;So, Myung-Ok
    • Journal of Advanced Marine Engineering and Technology
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    • 제39권5호
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    • pp.563-569
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    • 2015
  • A chemical reaction occurring in CSTR (Continuous Stirred Tank Reactor) is significantly affected by the concentration, temperature, pressure, and reacting time of materials, and thus it has strong nonlinear and time-varying characteristics. Also, when an existing linear PID controller with fixed gain is used, the performance could deteriorate or could be unstable if the system parameters change due to the change in the operating point of CSTR. In this study, a technique for the design of a fuzzy PD plus I controller was proposed for the temperature control of a CSTR process. In the fuzzy PD plus I controller, a linear integral controller was added to a fuzzy PD controller in parallel, and the steady-state performance could be improved based on this. For the fuzzy membership function, a Gaussian type was used; for the fuzzy inference, the Max-Min method of Mamdani was used; and for the defuzzification, the center of gravity method was used. In addition, the saturation state of the actuator was also considered during controller design. The validity of the proposed method was examined by comparing the set-point tracking performance and the robustness to the parameter change with those of an adaptive controller and a nonlinear proportional-integral-differential controller.