• Title/Summary/Keyword: 관측기설계

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Design of the Well-Conditioned Observer - A Linear Matrix Inequality Approach - (Well-Conditioned 관측기 설계 - A Linear Matrix Inequality Approach -)

  • Jung, Jong-Chul;Huh, Kun-Soo
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.28 no.5
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    • pp.503-510
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    • 2004
  • In this paper, the well-conditioned observer for a stochastic system is designed so that the observer is less sensitive to the ill-conditioning factors in transient and steady-state observer performance. These factors include not only deterministic uncertainties such as unknown initial estimation error, round-off error, modeling error and sensing bias, but also stochastic uncertainties such as disturbance and sensor noise. In deterministic perspectives, a small value in the L$_{2}$ norm condition number of the observer eigenvector matrix guarantees robust estimation performance to the deterministic uncertainties. In stochastic viewpoints, the estimation variance represents the robustness to the stochastic uncertainties and its upper bound can be minimized by reducing the observer gain and increasing the decay rate. Both deterministic and stochastic issues are considered as a weighted sum with a LMI (Linear Matrix Inequality) formulation. The gain in the well-conditioned observer is optimally chosen by the optimization technique. Simulation examples are given to evaluate the estimation performance of the proposed observer.

T—S Fuzzy Model-based Sampled-data Observer Design for Detecting Internal Oil Leakage in Single-rod Hydraulic Cylinder: LMI Approach (편로드 유압실린더 내부 누유 검출을 위한 T—S 퍼지 모델 기반 샘플치 관측기 설계: LMI 접근법)

  • Jee, Sung Chul;Kim, Hyogon;Park, Jeongwoo;Lee, Mun-Jik;Kang, Hyungjoo;Li, Ji-Hong
    • Journal of Ocean Engineering and Technology
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    • v.30 no.5
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    • pp.405-414
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    • 2016
  • This paper presents an internal oil leakage detection problem for a hydraulic single-rod cylinder. We derive the dynamics of the hydraulic cylinder as a state space model, and then design a T—S fuzzy model-based fault detection observer. We adopt an H observer design scheme so that the observer is robust against disturbance and relatively sensitive to the leakage fault. Sufficient design conditions are derived in the form of linear matrix inequalities. A numerical example is provided to verify the proposed techniques.

Design of Modified Deadbeat Digital Controller for Output Voltage Improvement of 3-Phase UPS (3상 UPS의 정전압 출력특성 향상을 위한 개선된 데드비트 디지털 제어기의 설계)

  • 조준석;이승요;김홍성;최규하
    • The Transactions of the Korean Institute of Power Electronics
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    • v.5 no.1
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    • pp.1-10
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    • 2000
  • 본 논문에서는 무정전전원장치(UPS)에 사용되는 3상 PWM 인버터의 정전압 제어특성 향상을 위해 개선된 형태의 데드비트 제어방식을 제안하고 이의 설계를 수행한다. 일반적으로 UPS는 전압제어 루프 안에 전류제어기를 두는 형태의 이중 제어 루프 구조를 가지며, 빠른 과도응답 제어 특성을 얻기 위해 데드비트 제어기가 많이 적용되어 왔다. 그러나 전압, 전류의 이중 제어구조를 갖는 데드비트 제어기의 경우 동일한 극배치 특성으로 인해 기존의 제어 시스템은 불안정한 측면을 갖게된다. 이러한 제어특성의 개선을 위하여 분리된 극배치를 가지는 제어기구조를 제안하며, 이는 전압제어기 출력으로 1차 지수함수 응답을 사용하는 변형된 형태의 데드비트 제어기로 구성된다. 아울러 부하 변동에 따른 부하전류의 외란성분을 전향보상하기 위하여 전차원 외란 관측기를 설계하고 시뮬레이션 및 실험을 통하여 제안된 시스템의 우수성을 확인한다.

Vertical Channel Damping Loop Design for Autonomous Vehicle with Altitude Controller (고도유지 제어기를 포함한 자율이동체의 관성항법 알고리듬 수직채널 안정화루프 설계)

  • Shim, Han-Joon;Kim, Young-Jin;Lee, Jae-Hong;Ra, Won-Sang
    • Proceedings of the KIEE Conference
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    • 2015.07a
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    • pp.1379-1380
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    • 2015
  • 본 논문에서는 고도유지 제어기를 포함한 자율이동체의 수직 채널 안정화 루프를 제안한다. 제안된 방법은 일반적으로 널리 사용되고 있는 고전적인 수직채널 댐핑루프와 달리 고도정보와 함께 속도정보를 이용하여 궤적의 고도변화가 큰 이동체에 대하여 빠른 응답특성을 갖도록 한다. 루엔-버거(Luenberger) 관측기 구조를 이용함으로써 속도정보를 활용한 수직채널 안정화루프의 체계적 설계가 가능함을 보인다. 제안된 설계 방법에 대하여 모의실험을 통해 제안한 기법의 성능 및 유용성을 확인한다.

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Tracking Controller Design fur Systems with Delay in the Control (시간지연이 있는 시스템에 있어서 제어기 설계)

  • Jin, Gang-Gyoo;Oh, Sea-June;Ha, Joo-Shik
    • Journal of Advanced Marine Engineering and Technology
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    • v.14 no.3
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    • pp.52-60
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    • 1990
  • 제어입력에 무시하지 못할 정도의 시간지연이 있는 시스템에 있어서의 강인한 제어기를 설계하고 실현하는 문제를 다루었다. 본 논문에서 제안하는 제어기를 설계하기 위하여 전향 방향에 적분기 하나를 추가하고 빠른 응답 특성을 주기 위하여 상태변수 $x_1$ 대신 오차신호 y-$y_r$를 궤환 하도록 하였으며 여기서 일어날 수 있는 오우버슈터를 줄이기 위하여 Integral reset scheme을 이용하였다. 제어기 실현을 위하여서는 궤환되어지는 모든 상태변수의 측정이 요구되나 실제 제어 문제에서는 경제적, 기술적인 문제로 그렇지 못하므로 측정 불가능한 상태변수는 상태관측기를 구성하여 이용하도록 하였다.

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Simultaneous Estimation of State of Charge and Capacity using Extended Kalman Filter in Battery Systems (확장칼만필터를 활용한 배터리 시스템에서의 State of Charge와 용량 동시 추정)

  • Mun, Yejin;Kim, Namhoon;Ryu, Jihoon;Lee, Kyungmin;Lee, Jonghyeok;Cho, Wonhee;Kim, Yeonsoo
    • Korean Chemical Engineering Research
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    • v.60 no.3
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    • pp.363-370
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    • 2022
  • In this paper, an estimation algorithm for state of charge (SOC) was applied using an equivalent circuit model (ECM) and an Extended Kalman Filter (EKF) to improve the estimation accuracy of the battery system states. In particular, an observer was designed to estimate SOC along with the aged capacity. In the case of the fresh battery, when SOC was estimated by Kalman Filter (KF), the mean absolute percentage error (MAPE) was 0.27% which was smaller than MAPE of 1.43% when the SOC was calculated by the model without the observer. In the driving mode of the vehicle, the general KF or EKF algorithm cannot be used to estimate both SOC and capacity. Considering that the battery aging does not occur in a short period of time, a strategy of periodically estimating the battery capacity during charging was proposed. In the charging mode, since the current is fixed at some intervals, a strategy for estimating the capacity along with the SOC in this situation was suggested. When the current was fixed, MAPE of SOC estimation was 0.54%, and the MAPE of capacity estimation was 2.24%. Since the current is fixed when charging, it is feasible to estimate the battery capacity and SOC simultaneously using the general EKF. This method can be used to periodically perform battery capacity correction when charging the battery. When driving, the SOC can be estimated using EKF with the corrected capacity.

Design of Adaptive Controller to Compensate Dynamic Friction for a Benchmark Robot (벤치마크 로봇의 동적 마찰 보상을 위한 적응 제어기 설계)

  • Kim, In-Hyuk;Cho, Kyoung-Hoon;Son, Young Ik;Kim, Pil-Jun
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.1
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    • pp.202-208
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    • 2014
  • Friction force on robot systems is highly nonlinear and especially disturbs precise control of the robots at low speed. This paper deals with the dynamic friction compensation problem of a well-known one-link benchmark robot system. We consider the LuGre model because the model can successfully represent dynamic characteristics and various effects of friction phenomenon. The proposed controller is constructed as two parts. An adaptive controller based on dual observers is used to estimate and compensate the dynamic friction. In order to attenuate the friction estimation error and other disturbances, PI observer is additionally designed. Through the computer simulations with the benchmark system, this paper first examines the effects of nonlinear dynamic friction on the control performance of the benchmark robot system. Next, it is shown that the control performance against the dynamic friction is improved by using the proposed controller.

Design of PID Type Fuzzy Logic Acceleration Controller for Turbojet Engine Using High-gain Observer (고이득 관측기를 이용한 터보제트 엔진의 PID 퍼지 추론 가속도 제어기 설계)

  • Jie, Min-Seok;Kim, Dae-Gi;Hong, Gyo-Young;Ahn, Dong-Man;Hong, Seung-Beom
    • Journal of Advanced Navigation Technology
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    • v.17 no.1
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    • pp.107-114
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    • 2013
  • In this paper, we propose controller to control the acceleration of unmanned aircraft turbojet engine. The high-gain observer to estimate the rotational speed of compressor is used, and the turbojet engine controller applying fuzzy heuristic techniques and PID control algorithm are designed. fuzzy PID controller produces the flow control input to prevent the surge and flame-out phenomena at the acceleration and deceleration of the turbojet engine. The standard acceleration is set and the fuel flow control is defined by the fuzzy heuristic. Computer simulations are performed using MATLAB in order to verify the performance of the proposed controller.

Practical Civil UAV Engine Control using High-gain Observer (고이득 관측기를 이용한 실용형 민수 무인항공기 엔진 제어)

  • Jung, Byeong-In;Ahn, Dong-Man;Hong, Gyo-Young;Hong, Seung-Beom;Min-Seok, Jie
    • Journal of Advanced Navigation Technology
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    • v.15 no.6
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    • pp.1187-1193
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    • 2011
  • In this paper, proposed controller preventing compressor surge and reducing the acceleration time of the fuel flow control system for turbo-jet engine. Turbo-jet engine controller is designed by applying fuzzy PID control algorithm and high-gain observer. Observer is used to estimate to compressor rotation speed of turbo-jet engine. Result of fuzzy inference is used as the fuel flow control inputs for preventing compressor surge and flame-out in turbo-jet engine. The controller is designed to converge to the desired speed quickly and safely. Using MATLAB to perform computer simulations verified the performance of the proposed controller.

Robust Tracking and Human-Compliance Control Using Integral SMC and DOB (적분슬라이딩모드와 DOB를 이용한 강인추종 및 인간순응 로봇제어)

  • Asignacion Jr., Abner;Kim, Min-chan;Kwak, Gun-Pyong;Park, Seung-kyu
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.2
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    • pp.416-422
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    • 2017
  • The robot control with safety consideration is required since robots and human work together in the same space more frequently in these days. For safety, robots must have compliance to human force and robust tracking performance with high impednace for the nonhuman disturbances. The novel idea is proposed to achieve the compliance and high impedance with one controller structure. For the compliance, the ISMC(Integral Sliding Mode Control) and HDOB(Human Disturbance Observer) The human force is identified by using the human band pass filter and its output is sent to the sliding surface. The sliding mode dynamic is affected by human disturbance and the compliance for human is achieved. The disturbances besides human frequencies are decoupled by the ISMC and the robust tracking is achieved. The additional LDOB(Low Frequency Disturbance Observer) decreases the maxim nonlinear gain and leads low chattering. The introduction of human disturbance into the sliding mode dynamic is the main novel idea of this paper.