• Title/Summary/Keyword: Gain scheduling method

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Transient Response Improvement of Multiple Model/Controller IMC Using Recurrent Neural Networks (재귀신경망을 이용한 다중모델/제어기 IMC의 과도 응답 개선)

  • O, Won-Geun;Jo, Seong-Eon;So, Ji-Yeong
    • Journal of Institute of Control, Robotics and Systems
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    • v.7 no.7
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    • pp.582-588
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    • 2001
  • The Multiple Model/Controller IMC(MMC-IMC) is a model-based control method which uses a set of model/controller pairs rather than a single model/controller to handle all possible operating conditions in the IMC control structure. During operation, one model/controller pair that best fit, for current plant situation is chosen by the switching algorithm. The major drawback of the switching controller is the bad transient performance due to the model error and the use fo linear controller for nonlinear plants. In this paper, we propose a method that transient response of the MMC-IMC using two recurrent neural networks. Simulation result shows that the proposed method represents better performance than the usual MMC-IMC`s.

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Optimization of Energy Consumption in the Mobile Cloud Systems

  • Su, Pan;Shengping, Wang;Weiwei, Zhou;Shengmei, Liu
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.10 no.9
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    • pp.4044-4062
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    • 2016
  • We investigate the optimization of energy consumption in Mobile Cloud environment in this paper. In order to optimize the energy consumed by the CPUs in mobile devices, we put forward using the asymptotic time complexity (ATC) method to distinguish the computational complexities of the applications when they are executed in mobile devices. We propose a multi-scale scheme to quantize the channel gain and provide an improved dynamic transmission scheduling algorithm when offloading the applications to the cloud center, which has been proved to be helpful for reducing the mobile devices energy consumption. We give the energy estimation methods in both mobile execution model and cloud execution model. The numerical results suggest that energy consumed by the mobile devices can be remarkably saved with our proposed multi-scale scheme. Moreover, the results can be used as a guideline for the mobile devices to choose whether executing the application locally or offloading it to the cloud center.

Control of Inline Co-Axil Valve using Servo Motor (서보모터를 이용한 Inline Co-axil 밸브 제어)

  • Lee, Joong-Youp;Jung, Tae-Kyu;Lee, Soo-Yong
    • Proceedings of the KSME Conference
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    • 2007.05a
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    • pp.1115-1119
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    • 2007
  • Five control methods (Speed Control, PID Gain Scheduling, Loop Time Control, Simple PID, Switching Control) have been applied to the control of an Inline Co-axial valve by the simulation of AMESim. The simulation results have shown that the speed control method is the most stable and the fastest way to reach to the set point in the simulation of the flow control. Moreover, It has been found that the five control methods have the almost same characteristics in the power consumption, the counter electromotive force, and the motor angular velocity. According to the analysis results, the fast and stable control characteristics of the speed control method is the most suitable for the flow control using a inline co-axial valve with a DC(BLCD) motor.

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Design of an Autopilot for the BTT Missile using 2DOF Wiener-Hopf Methods (2자유도 위너-호프 제어기법을 이용한 BTT 유도탄의 자동조종장치 설계)

  • Min, Deuk-Gi;Lee, Jong-Sung;Park, Ki-Heon
    • Proceedings of the KIEE Conference
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    • 1999.07b
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    • pp.569-572
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    • 1999
  • This paper presents a method for designing an autopilot of the BTT missile using 2DOF Wiener-Hopf control technique to improve tracking performance. Linear controllers are designed based on the linearized models which are obtained from the nonlinear missile dynamic equations at various operating points. The gain scheduling technique is used to implement the final autopilot. A simulation on the flight of missiles is carried out through the use of 6DOF equation program including exact nonlinear equations of the missile and the variations of aerodynamic variables in order to check applicability of the suggested method in real situation.

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Fuzzy Controller Modeling for Electromagnetic Levitation Systems based on Clustering Algorithm (클러스터링에 기초한 자기부상시스템의 퍼지제어기 모델링)

  • Kim, Min-Soo;Byun, Yeun-Sub;Lee, Kwan-Sup
    • Proceedings of the KSR Conference
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    • 2006.11a
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    • pp.145-159
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    • 2006
  • This paper describes the development of a clustering based fuzzy controller of an electromagnetic suspension vehicle using gain scheduling method and Kalman filter for a simplified single magnet system. Electromagnetic suspension vehicle systems are highly nonlinear and essentially unstable systems For achieving the levitation control of the DC electromagnetic suspension system, we considered a fuzzy system modeling method based on clustering algorithm which a set of input/output data is collected from the well defined Linear Quadratic Gaussian(LQG) controller. Simulation results show that the proposed clustering based fuzzy controller methodology robustly yields uniform performance with adequate gap response over the mass variation range.

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Opportunistic Interference Alignment Based on Dynamic Cell Selection (동적 셀 선택 기반 기회적 간섭 정렬)

  • Seo, Jongpil;Kim, Jaeyoung;Kim, Hyeonsu;Chung, Jaehak
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37B no.10
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    • pp.956-964
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    • 2012
  • An opportunistic interference alignment based on dynamic cell selection is proposed. Since the proposed method can switch the desired signal space and the interference space of received signals, an additional selective diversity gain increases. The performance analysis using probabilistic models provides a mathematical expression for the sum-rate capacity. Simulation examples show that the proposed method achieves the higher sum-rate capacity than that of the conventional opportunistic interference alignment.

Missile Autopilot Design for Agile Turn Control During Boost-Phase

  • Ryu, Sun-Mee;Won, Dae-Yeon;Lee, Chang-Hun;Tahk, Min-Jea
    • International Journal of Aeronautical and Space Sciences
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    • v.12 no.4
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    • pp.365-370
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    • 2011
  • This paper presents the air-to-air missile autopilot design for a $180^{\circ}$ heading reversal maneuver during boost-phase. The missile's dynamics are linearized at a set of operating points for which angle of attack controllers are designed to cover an extended flight envelope. Then, angle of attack controllers are designed for this set of points, utilizing a pole-placement approach. The controllers' gains in the proposed configuration are computed from aerodynamic coefficients and design parameters in order to satisfy designer-chosen criteria. These design parameters are the closed-loop frequency, damping ratio, and time constant; these represent the characteristics of the control system. To cope with highly nonlinear and rapidly time varying dynamics during boost-phase, the global gain-scheduled controller is obtained by interpolating the controllers' gains over variations of the angle of attack, Mach number, and center of gravity. Simulation results show that the proposed autopilot design provides satisfactory performance and possesses good [ed: or "sufficient" or "excellent"] capabilities.

Balancing Control of a Single-wheel Mobile Robot by Compensation of a Fuzzified Balancing Angle (각도 오프셋의 퍼지보상을 통한 외바퀴 이동 로봇의 균형제어)

  • Ha, Minsu;Jung, Seul
    • Journal of the Korean Institute of Intelligent Systems
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    • v.25 no.1
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    • pp.1-6
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    • 2015
  • In this paper, a fuzzy control method is used for balancing a single-wheel robot. A single-wheel robot controlled by the PD control method becomes easily unstable since the flywheel tends to lean against one direction. In the previous research, we have used the gain scheduling method. To remedy this problem, in this paper, a fuzzy compensation technique is proposed to compensate for the balancing angle. The fuzzy control method compensates offset values at the balancing angle to prevent the gimbal from falling against one direction. Experimental studies of the balancing control performance of a single-wheel mobile robot validate the proposed control method.

Gain scheduling method for improving load transient characteristic (부하 변동 특성 개선을 위한 이득 조정 기법)

  • Cho, Je-Hyung;Park, Ki-Bum;Park, Jin-Sik;Moon, Gun-Woo;Youn, Myung-Joong
    • Proceedings of the KIPE Conference
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    • 2011.07a
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    • pp.388-389
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    • 2011
  • 본 논문에서는 서버용 전원 장치의 DC-DC단에 사용되는 디지털 전압 모드 제어기를 설계한다. 서버용 전원 장치는 2차 측에 고전류가 흐르는 사양으로 인하여 부하 전류에 따라 출력 인덕턴스 변화를 가지게 되며, hold-up time 규제를 만족하기 위하여 입력 전압의 변동 범위를 가진다. 이와 같은 조건은 제어기를 설계하는데 제약을 작용하게 되어 고정 이득을 가지는 방식에서는 최적화된 부하 변동 특성을 얻기 힘들다. 이와 같은 문제점을 해결하기 위하여 제어기의 이득 조정 기법을 제안하고 실험을 통하여 검증한다.

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FUZZY Gain Tuning of PI Speed Controller Depending on Afterloads In Total Artificially Heart

  • Choi, Jong-Hoon;Choi, Won-Woo;Choi, Jae-Soon;Om, Kyong-Sik;Lee, Jung-Hoon;Min, Byoung-Goo
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.05
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    • pp.156-160
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    • 1997
  • In this paper, the control scheme is proposed that PI controller parameter used for TAH speed control is adapted by fuzzy logic method using only the motor current waveform. By scheduling PI parameters, minimization of the vibration and the energy consumption and overcoming AoP loads becomes possible. In in vitro tests experimental results show our approach is a good scheme that is adapted to changing afterloads well.

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