• 제목/요약/키워드: Dynamic Control Algorithm

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신경 회로망을 이용한 비선형 동적 시스템의 적응 제어 (Adaptive Control of Non-linear Dynamic System using Neural Network)

  • 장성환;조현섭;김기철;최봉식;유인호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1995년도 하계학술대회 논문집 B
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    • pp.953-955
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    • 1995
  • Studied on identification of nonlinear system with unknown variables and adaptive control were successful. We need a mathmatical model when control a dynamic system using adaptive control technique, but it is very difficult due to its nonlinearity. In this paper, we described about performance improvement of error back-propagation algorithm and learning algorithm of non-linear dynamic system. We examined the proposed back-propagation learn algorithm for through an experiment.

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A Dynamic Model of a Gas Engine-Driven Heat Pump in Cooling Mode for Real-Time Simulation

  • Shin, Young-Gy;Yang, Hoon-Cheul;Tae, Choon-Seob;Jang, Cheol-Yong;Cho, Soo
    • International Journal of Air-Conditioning and Refrigeration
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    • 제14권3호
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    • pp.85-93
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    • 2006
  • The present study has been conducted to simulate dynamics of a gas engine-driven heat pump (GHP) for the design of control algorithm. The dynamic model of a GHP was based on conservation laws of mass and energy. For the control of refrigerant pressures, actuators such as an engine throttle valve, outdoor fans, coolant three-way valves and liquid injection valves were controlled by P or PI algorithm. The simulation results were found to be realistic enough to be applied for the control algorithm design. The model could be applied to build a virtual real-time GHP system so that it interfaces with a real controller for the purpose of developing control algorithm.

광섬유 가속도계 센서의 동적구간 조절을 위한 신호처리 알고리즘 개발 (Signal Processing Algorithm for Controlling Dynamic Bandwidth of Fiber Optic Accelerometer)

  • 김대현
    • 비파괴검사학회지
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    • 제27권4호
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    • pp.291-298
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    • 2007
  • 본 논문은 단자유도 동적 센서 시스템의 동적 구간을 조절할 수 있는 새로운 신호 처리법을 소개한다. 또한 본 논문에서는 무아래 현상을 응용한 신개념의 광섬유 가속도계를 사용하여 신호 처리법을 검증하였다. 신개념의 광섬유 가속도계는 단일 질량, 단일 탄성자 그리고 단일 감쇠자로 이루어진 단자유도 동적 시스템으로서 동적 구간이 작아 이출 증가시키기 위해서는 질량이나 탄성자 상수를 조절하는 등의 기계적 조절이 필요하다. 그러나 본 논문에서 제안한 신호처리 방법을 적용한다면 센서를 다시 제작하지 않고도 동적 구간을 쉽게 조절할 수 있게 된다. 본 논문에서는 여러 모의실험과 실제 실험을 통해 본 신호 처리 알고리즘의 성능을 검증하였으며 결과적으로 이러한 신호처리 알고리즘이 광섬유 가속도계의 동적 구간을 손쉽게 조절할 수 있는 효과적인 방법임을 보여주었다.

유압식 이족 휴머노이드 로봇의 경사면 보행 연구 (Biped Walking of Hydraulic Humanoid Robot on Inclined Floors)

  • 김정엽
    • 제어로봇시스템학회논문지
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    • 제18권3호
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    • pp.258-266
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    • 2012
  • This paper describes a biped walking algorithm for a hydraulic humanoid robot on inclined floors. To realize stable and robust biped walking, the walking algorithm was divided into five control strategies. The first is a joint position control strategy. This strategy is for tracking desired joint position trajectories with a gain switching. The second is a multi-model based ZMP (Zero Moment Point) control strategy for dynamic balance. The third is a walking pattern flow control strategy for smooth transition from step to step. The fourth is an ankle compliance control, which increases the dynamic stability at the moment of floor contact. The last is an upright pose control strategy for robust walking on an inclined floor. All strategies are based on simple pendulum models and include practical sensory feedback in order to implement the strategies on a physical robot. Finally, the performance of the control strategies are evaluated and verified through dynamic simulations of a hydraulic humanoid on level and inclined floors.

A Computational Modification on EDMC Control Algorithm

  • Haeri, Mohammad;Beik, Hossein Zadehmorshed
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.444-447
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    • 2004
  • A new approach to compute the control moves in Extended Dynamic Matrix Control (EDMC) is presented. In this approach, the number of variables, determined in the inner loop of the control algorithm using iterative methods, is reduced from P , the prediction horizon to M , the control horizon. Since M is usually much smaller than P , this modifies the control algorithm from computational point of view. To justify the modification, the computational requirements are compared to those of the existing EDMC algorithm.

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충돌 벡터를 이용한 이동로봇의 동적 장애물 회피 (Dynamic Obstacle Avoidance of a Mobile Robot Using a Collision Vector)

  • 서대근;류은태;이장명
    • 제어로봇시스템학회논문지
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    • 제13권7호
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    • pp.631-636
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    • 2007
  • An efficient obstacle avoidance algorithm is proposed in this paper to avoid dynamic obstacles using a collision vector while a tele-operated mobile robot is moving. For the verification of the algorithm, an operator watches through a monitor and controls the mobile robot with a force-reflection joystick. The force-reflection joystick transmits a virtual force to the operator through the Inter-net, which is generated by an adaptive impedance algorithm. To keep the mobile robot safe from collisions in an uncertain environment, the adaptive impedance algorithm generates the virtual force which changes the command of the operator by pushing the operator's hand to a direction to avoid the obstacle. In the conventional virtual force algorithm, the avoidance of moving obstacles was not solved since the operator cannot recognize the environment realistically by the limited communication bandwidth and the narrow view-angle of the camera. To achieve the dynamic obstacle avoidance, the adaptive virtual force algorithm is proposed based on the collision vector that is a normal vector from the obstacle to the mobile robot. To verify the effectiveness of the proposed algorithm, mobile robot navigation experiments with multiple moving obstacles have been performed, and the results are demonstrated.

Dynamic Modeling and Adaptive Neural-Fuzzy Control for Nonholonomic Mobile Manipulators Moving on a Slope

  • Liu Yugang;Li Yangmin
    • International Journal of Control, Automation, and Systems
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    • 제4권2호
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    • pp.197-203
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    • 2006
  • This paper addresses dynamic modeling and task-space trajectory following issues for nonholonomic mobile manipulators moving on a slope. An integrated dynamic modeling method is proposed considering nonholonomic constraints and interactive motions. An adaptive neural-fuzzy controller is presented for end-effector trajectory following, which does not rely on precise apriori knowledge of dynamic parameters and can suppress bounded external disturbances. Effectiveness of the proposed algorithm is verified through simulations.

Differential Game Theoretic Approach for Distributed Dynamic Cooperative Power Control in Cognitive Radio Ad Hoc Networks

  • Zhang, Long;Huang, Wei;Wu, Qiwu;Cao, Wenjing
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권10호
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    • pp.3810-3830
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    • 2015
  • In this paper, we investigate the differential game theoretic approach for distributed dynamic cooperative power control in cognitive radio ad hoc networks (CRANETs). First, a payoff function is defined by taking into consideration the tradeoff between the stock of accumulated power interference to the primary networks and the dynamic regulation of the transmit power of secondary users (SUs). Specifically, the payoff function not only reflects the tradeoff between the requirement for quickly finding the stable available spectrum opportunities and the need for better channel conditions, but also reveals the impact of the differentiated types of data traffic on the demand of transmission quality. Then the dynamic power control problem is modeled as a differential game model. Moreover, we convert the differential game model into a dynamic programming problem to obtain a set of optimal strategies of SUs under the condition of the grand coalition. A distributed dynamic cooperative power control algorithm is developed to dynamically adjust the transmit power of SUs under grand coalition. Finally, numerical results are presented to demonstrate the effectiveness of the proposed algorithm for efficient power control in CRANETs.

배치 단위 밸브 부품 생산용 플런지 연삭의 최적 연삭 제어에 관한 연구 (Study on the Optimal Control of the Plunge Grinding for Valve Parts in Batch Production)

  • 최정주;최태원
    • 한국산학기술학회논문지
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    • 제12권11호
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    • pp.4726-4731
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    • 2011
  • 본 논문에서는 배치 단위로 이루어지는 플런지연삭의 최적 연삭 조건 선정을 위한 알고리즘을 제안하였다. 제안된 알고리즘은 연삭공정을 나타내는 상태변수를 선정하고 선정된 상태 변수를 바탕으로 각 사이클에서 이루어지는 최적의 연삭 조건을 GA(Genetic Algorithm)를 이용하여 선정하였다. 이를 바탕으로 전체 배치 단위의 최적 연삭조건은 DP(Dynamic Programming)를 이용하여 구하였다. 제안된 알고리즘을 시뮬레이션을 통해 그 가능성을 검증하였다.

비선형성을 고려한 압전소자의 모델링 및 운동제어 (Modeling and Motion Control of Piezoelectric Actuator)

  • 박은철;김영식;김인수
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2003년도 추계학술대회논문집
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    • pp.630-637
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    • 2003
  • This paper proposes a new modeling scheme to describe the hysteresis and the dynamic characteristics of piezoelectric actuators in the inchworm and develops a control algorithm for the precision motion control. From the analysis of piezoelectric actuator behaviors, the hysteresis can be described by the functions of a maximum input voltage. The dynamic characteristics are also identified by the frequency domain modeling technique based on the experimental data. For the motion control, the hysteresis behavior is compensated by the inverse hysteresis model. The dynamic stiffness of an inchworm is generally low compared to its driving condition, so mechanical vibration may degenerate the motion accuracy of the inchworm. Therefore, the sliding mode control and the Kalman filter are developed for the precision motion control of the inch-warm. To demonstrate the effectiveness of the proposed modeling schemes and control algorithm, experiment validations are performed.

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