• 제목/요약/키워드: seesaw system

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PSO-PID를 이용한 시소 시스템의 위치제어 (A Position Control of Seesaw System using Particle Swarm Optimization - PID Controller)

  • 손용두;손준익;추연규;임영도
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2009년도 춘계학술대회
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    • pp.185-188
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    • 2009
  • 이 논문에서는 PID 알고리즘을 이용하여 시소 시스템의 균형을 위한 위치 제어기를 설계하고자 한다. 시소 시스템은(Seesaw System) 선박 및 항공 역학, 도립진자, 각종 분석, 로봇 시스템 등의 해석에 광범위하게 응용되는 시스템이자 현대 제어 시스템의 이론과 각종 응용문제를 취급할 수 있는 장치이다. 시소 시스템의 경우 시스템이 비선형성이 강한 제어 대상이므로 시스템의 이해와 해석, 그리고 파라미터의 정확한 선정이 필수요소이다. 사용할 시스템 제어 알고리즘에는 간단하고 오랜 역사를 통해 안정성이 보장된 PID 알고리즘과 정확하고 빠른 PID 파라미터 동조에 필요한 연산 최적화 알고리즘인 PSO(Particle Swarm Optimization) 통해 외란이나 제어기의 변화에 빠르게 적응할 수 있도록 하여 성능과 안정성을 보장한다.

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Balancing a seesaw with reinforcement learning

  • Tengis, Ts.;Uurtsaikh, L.;Batminkh, A.
    • International Journal of Advanced Culture Technology
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    • 제8권4호
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    • pp.51-57
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    • 2020
  • A propeller-based seesaw system is a system that can represent one of axis of four propeller drones and its stabilization has been replaced by intelligent control system instead of often used control methods such as PID and state space. Today, robots are increasingly use machine learning methods to adapt to their environment and learn to perform the right actions. In this article, we propose a Q-learning-based approach to control the stability of a seesaw system with a propeller. From the experimental results that it is possible to fully learn the balance control of a seesaw system by correctly defining the state of the system, the actions to be performed, and the reward functions. Our proposed method solves the seesaw stabilization.

시소 시스템을 위한 RCGA 기반의 상태피드백 제어 (RCGA-Based State Feedback Control for Seesaw Systems)

  • 오세준;소명옥;정병건;류기탁;이윤형;이상태
    • Journal of Advanced Marine Engineering and Technology
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    • 제32권6호
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    • pp.974-980
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    • 2008
  • Generally. most of the physical systems affected by disturbance or incomplete knowledge are complex and highly nonlinear. To control under these circumstances. many researches are ongoing in modern control theory recently. But the researches need apparatuses. which can verify the controller for being not damaged the real plant. In this paper. therefore. a seesaw system is considered control system to analyze and apply the control theory. A seesaw system consists of a moving cart on the rail and seesaw frame made to demonstrate the effectiveness of the control theory. The system has balancing and positioning problems. and the driving force is applied on the DC motor of cart. but not on the pivot. The purpose of control is to maintain an equilibrium of seesaw frame in spite of an allowable disturbance. Computer simulations are given to illustrate the control performance of the proposed scheme.

축소차수 관측기를 이용한 시소시스템의 Pl형 상태피드백 제어 (A PI-type State Feedback Control of Seesaw System Using Reduced-order Observer)

  • 류기탁;이윤형;유희한;정병건;김종수;소명옥
    • 한국항해항만학회지
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    • 제31권10호
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    • pp.853-858
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    • 2007
  • 본 논문에서는 시소 시스템에 Pl형의 상태 피드백 제어기와 축소차수 관측기를 결합한 제어시스템을 적용하여 시소 시스템의 안정화 문제를 다루었다. LQ 이론에 근간을 두는 Pl형의 상태 피드백 제어기는 계단상의 외란이나 잡음에 대해 양호한 성능을 가지도록 오차에 대한 새로운 상태변수를 고려한 제어기이다. 축소차수 관측기는 상태변수의 계측이 어려운 경우나 경제적인 이유로 센서의 부착이 어려운 경우에 종종 사용되는데 본 논문에서는 시소 시스템의 각도와 대차의 위치로부터 시소의 각속도와 대차의 속도를 추정하기 위해 사용된다. 여러 초기조건과 외란이 인가되는 환경 하에서 실시한 시뮬레이션을 통해 본 논문에서 목적으로 하는 시소 시스템의 안정화가 가능함을 보인다.

Control of Seesaw balancing using decision boundary based on classification method

  • Uurtsaikh, Luvsansambuu;Tengis, Tserendondog;Batmunkh, Amar
    • International Journal of Internet, Broadcasting and Communication
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    • 제11권2호
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    • pp.11-18
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    • 2019
  • One of the key objectives of control systems is to maintain a system in a specific stable state. To achieve this goal, a variety of control techniques can be used and it is often uses a feedback control method. As known this kind of control methods requires mathematical model of the system. This article presents seesaw unstable system with two propellers which are controlled without use of a mathematical model instead. The goal was to control it using training data. For system control we use a logistic regression technique which is one of machine learning method. We tested our controller on the real model created in our laboratory and the experimental results show that instability of the seesaw system can be fixed at a given angle using the decision boundary estimated from the classification method. The results show that this control method for structural equilibrium can be used with relatively more accuracy of the decision boundary.

시소 시스템의 균형 제어에 관한 연구 (A Study on the Equilibrium Control of a Seesaw System)

  • 강기원;정철범;박기헌
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1999년도 하계학술대회 논문집 B
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    • pp.706-708
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    • 1999
  • In this study, a seesaw system is used as an example to demonstrate effectiveness of the control theory. This problem which keeps a seesaw's balance is corresponded to one of regulating problems. In this regard, a controller is designed by LQ techniques and an observer is implemented and applied to estimate states which cannot be actually measured in this system. And the genetic algorithm is utilized to systematically choose weighting factors in the given cost function. The performance of the controller is verified through the experiment results.

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시소 시스템을 위한 RCGA 기반의 상태피드백 제어 (RCGA-Based State Feedback Control for Seesaw Systems)

  • 류기탁;소명옥
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2007년도 추계학술대회 및 제23회 정기총회
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    • pp.307-308
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    • 2007
  • 일반적으로 대부분의 실제 시스템은 복잡하고, 외란이나 불완전한 지식에 영향을 받으며, 비선형 특성을 가지고 있다. 이러한 시스템을 제어하기 위해 현대제어 이론에 기초한 제어기가 연구되고 있다. 그러나 이러한 제어이론과 제어기를 산업현장에 검증 없이 곧 바로 적용하면 시스템의 손상이 발생할 수 있으므로 모의실험을 통한 검증이 반드시 필요하다. 본 논문에서는 산업현장의 불안정과 비선형성을 대표할 수 있는 시소시스템을 모형대상으로 설정하여 RCGA기반의 상태피드백 제어기와 상태관측기를 설계하여 이들을 결합한 제어시스템을 설계한다. 다양한 초기조건과 외란에 대한 시뮬레이션을 통해 제어시스템의 유효성을 확인한다.

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A Novel Stiff Membrane Seesaw Type RF Microelectromechanical System DC Contact Switch on Quartz Substrate

  • Khaira, Navjot K.;Singh, Tejinder;Sengar, Jitendra S.
    • Transactions on Electrical and Electronic Materials
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    • 제14권3호
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    • pp.116-120
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    • 2013
  • This paper proposes a novel RF MEMS dc-contact switch with stiff membrane on a quartz substrate. The uniqueness of this work lies in the utilization of a seesaw mechanism to restore the movable part to its rest position. The switching action is done by using separate pull-down and pull-up electrodes, and hence operation of the switch does not rely on the elastic recovery force of the membrane. One of the main problems faced by electrostatically actuated MEMS switches is the high operational voltages, which results from bending of the membrane, due to internal stress gradient. This is resolved by using a stiff and thick membrane. This membrane consists of flexible meanders, for easy movement between the two states. The device operates with an actuation voltage of 6.43 V, an insertion loss of -0.047 dB and isolation of -51.82 dB at 2 GHz.

초전도 자기부상 시스템 (Magnetic Levitation System of High Tc Superconductor)

  • 이상헌
    • 대한전기학회논문지:전기물성ㆍ응용부문C
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    • 제55권4호
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    • pp.213-216
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    • 2006
  • The magnetic levitation effect a high Tc superconductor beneath the toroidal permanent magnet was examined by means of a improved magnetic seesaw method. Magnetic effects associated with penetration and pinning in superconductor. One of these was focussing of magnetic field by superconductor and the other was magnetic levitation. The existence of equilibrium was shown to be related to hysteresis observed in the force separation for a toroidal permanent magnet and superconductor. Obtained results indicate that magnetic levitation effect in the present case was mainly due to diamagnetic effect.

Stereo Vision Based Balancing System Results

  • Tserendondog, Tengis;Amar, Batmunkh;Ragchaa, Byambajav
    • International Journal of Internet, Broadcasting and Communication
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    • 제8권1호
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    • pp.1-6
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    • 2016
  • Keeping a system in stable state is one of the important issues of control theory. The main goal of our basic research is stability of unmanned aerial vehicle (quadrotor). This type of system uses a variety of sensors to stabilize. In control theory and automatic control system to stabilize any system it is need to apply feedback control based on information from sensors. Our aim is to provide balance based on the 3D spatial information in real time. We used PID control method for stabilization of a seesaw balancing system and the article presents our experimental results. This paper presents the possibility of balancing of seesaw system based on feedback information from stereo vision system only.