• 제목/요약/키워드: Multiple control

검색결과 5,587건 처리시간 0.04초

Application of Multiple Fuzzy-Neuro Controllers of an Exoskeletal Robot for Human Elbow Motion Support

  • Kiguchi, Kazuo;Kariya, Shingo;Wantanabe, Keigo;Fukude, Toshio
    • Transactions on Control, Automation and Systems Engineering
    • /
    • 제4권1호
    • /
    • pp.49-55
    • /
    • 2002
  • A decrease in the birthrate and aging are progressing in Japan and several countries. In that society, it is important that physically weak persons such as elderly persons are able to take care of themselves. We have been developing exoskeletal robots for human (especially for physically weak persons) motion support. In this study, the controller controls the angular position and impedance of the exoskeltal robot system using multiple fuzzy-neuro controllers based on biological signals that reflect the human subject's intention. Skin surface electromyogram (EMG) signals and the generated wrist force by the human subject during the elbow motion have been used as input information of the controller. Since the activation level of working muscles tends to vary in accordance with the flexion angle of elbow, multiple fuzzy-neuro controllers are applied in the proposed method. The multiple fuzzy-neuro controllers are moderately switched in accordance with the elbow flexion angle. Because of the adaptation ability of the fuzzy-neuro controllers, the exoskeletal robot is flexible enough to deal with biological signal such as EMG. The experimental results show the effectiveness of the proposed controller.

다발성골수종 환자의 건강증진행위에 영향을 미치는 요인 (Factors Influencing Health Promoting Behavior in Patients with Multiple Myeloma)

  • 최건희;강희영
    • 기본간호학회지
    • /
    • 제18권2호
    • /
    • pp.217-225
    • /
    • 2011
  • Purpose: The purpose of this study was to analyzing the relationship between perceived health status, health locus of control, self-esteem, self-efficacy and HPB in patients with multiple myeloma to identify factors influencing health promoting behavior (HPB). Methods: One hundred patients were recruited into the study. The data were collected by personal interviews using questionnaires. Descriptive statistics, Pearson's correlation coefficients and stepwise multiple regression analysis were used with SPSS program to were analyze the data. Results: There were significant relationships between self-esteem (r=.787, p<.001), self-efficacy (r=.681, p<.001), internal health locus of control (r=.557, p<.001), powerful others health locus of control (r=.517, p<.001), chance health locus of control (r=-.251, p=.012), perceived health status (r=.532, p<.001) and HPB. Significant factors in explaining HPB were self-esteem, powerful others health locus of control, self-efficacy and perceived health status and together they accounted for 71% of variance. Conclusion: The study findings indicate that self-esteem, powerful others health locus of control, self-efficacy, and perceived health status were important factors in explaining HPB in patients with multiple myeloma. As self-esteem was an important variable in HPB, health promotion program designed for this population should focus on self-esteem and these other factors to enhance effective health promotion behavior.

다중 모델을 이용한 비선형 시스템의 예측제어에 관한 연구 (Nonlinear Predictive Control with Multiple Models)

  • 신승철;변증남
    • 전자공학회논문지SC
    • /
    • 제38권2호
    • /
    • pp.20-30
    • /
    • 2001
  • 본 논문에서는 신경회로망 기반의 다중 모델을 이용한 예측제어 방법에 간하여 기술한다. 플랜트의 특정한 피라미터 값들에 대해 다중의 모델을 구성하고, 이들 중 현재 시간에서 최적의 예측 값을 제공하는 모델을 스위칭 기법으로 선택한다. 선택된 모델의 예측 값을 기반으로 비선형 프로그래밍 방법으로 현재 시간에서의 제어 입력 값을 구하여 예측제어를 수행한다. 제안한 방법을 시간지연 값이 변하거나 매개변수 값이 가변하는 시스템에 적용하여 그 유용성을 보이고, 부하가 변동하는 자기부상열차 시스템의 부상제어에 이용한 모의 실험 결과를 보인다.

  • PDF

TCP의 자기 유사성 트래픽 조건하에서 다중 시간 간격을 이용한 혼잡 제어 (The Congestion Control using Multiple Time Scale under Self-Similar Traffic of TCP)

  • 김광준;윤찬호;김천석
    • 한국정보통신학회논문지
    • /
    • 제8권2호
    • /
    • pp.310-323
    • /
    • 2004
  • In this paper, we extend the multiple time scale control framework to window-based congestion control, in particular, TCP This is performed by interfacing TCP with a large tine scale control nodule which adjusts the aggressiveness of bandwidth consumption behavior exhibited by TCP as a function of "large time scale" network state. i.e., conformation that exceeds the horizon of the feedback loop as determined by RTT Our contribution is threefold. First, we define a modular extension of TCP-a function call with a simple interface-that applies to various flavors of TCP-e.g., Tahoe, Reno, Vegas and show that it significantly improves performance. Second, we show that multiple time scale TCP endows the underlying feedback control with preactivity by bridging the uncertainty gap associated with reactive controls which is exacerbated by the high delay-bandwidth product in broadband wide area networks. Third, we investigate the influence of three traffic control dimensions-tracking ability, connection duration, and fairness-on performance. Performance evaluation of multiple time scale TCP is facilitated by a simulation bench-mark environment which is based on physical modeling of self-similar traffic.

Multiobjective fuzzy control system using reinforcement learning

  • Oh, Kang-Dong;Bien Zeungnam
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 2002년도 ICCAS
    • /
    • pp.110.4-110
    • /
    • 2002
  • In practical control area, there are many examples with multiple objectives which may conflict or compete with each other like overhead crane control, automatic train operation, and refuse incinerator plant control, etc. These kinds of control problems are called multiobjective control problems, where it is difficult to provide the desired performance with control strategies based on single-objective optimization. Because the conventional control theories usually treat the control problem as the single objective optimization problem , the methods are not adequate to treat the multiobjective control problems. Particularly, in case of large scale systems or ill-defined systems, the multiple obj..

  • PDF

다중-레퍼런스/다중-출력 FXLMS 알고리즘에 의한 UPS 팬 소음저감 특성해석 (Characteristin Analysis of UPS Fan Noise Reduction by Multiple-Referedce/Multiple-Output FXLMS Algorithm)

  • 이승요;조준석;최규하
    • 전력전자학회논문지
    • /
    • 제4권6호
    • /
    • pp.589-600
    • /
    • 1999
  • 사무실에서 사용되는 소용량 무정전진원 장치(UPS : Uninterruptible Power Supply)는 대부분의 소음이 냉각팬을 통하여 발생되고 있는데, 이와 같이 장치의 여러 방향으로 방사되는 소음의 능동적 소음제어를 위해서는 FXLMS(Filtered-x LMS) 알고리즘에 기초를 둔 다중채널 방식의 FXLMS(multiple-channel FXLMS) 알고리즘의 사용이 적당하다. 본 논문에서는 사무실에서 주로 사용되는 소용량 UPS의 소음 발생 특성을 분석하고 다중채널 방식 MRMO(Multiple-Reference/Multiple-Output) FXLMS 알고리즘을 적용하여 방사상으로 전파되는 UPS의 소음을 저감시키기 위한 능동 소음 제어를 수행하고 이의 소음저감 특성을 고찰한다.

  • PDF

다중 분산전원으로 구성된 마이크로그리드의 유무효전력 제어원리 연구 (Power Control Methods for Microgrid with Multiple Distributed Generators)

  • 정일엽;원동준;문승일
    • 전기학회논문지
    • /
    • 제57권4호
    • /
    • pp.582-588
    • /
    • 2008
  • Microgrids are new distribution level power networks that consist of various electronically-interlaced generators and sensitive loads. The important control object of Microgrids is to supply reliable and high-quality power even during the faults or loss of mains(islanding) cases. This paper presents power control methods to coordinate multiple distributed generators(DGs) against abnormal cases such as islanding and load power variations. Using speed-droop and voltage-droop characteristics, multiple distributed generators can share the load power based on locally measured signals without any communications between them. This paper adopts the droop controllers for multiple DG control and improved them by considering the generation speed of distribution level generators. Dynamic response of the proposed control scheme has been investigated under severe operation cases such as islanding and abrupt load changes through PSCAD/EMTDC simulations.

Multiple model switching adaptive control for vibration control of cantilever beam with varying load using MFC actuators and sensors

  • Gao, Zhiyuan;Huang, Jiaqi;Miao, Zhonghua;Zhu, Xiaojin
    • Smart Structures and Systems
    • /
    • 제25권5호
    • /
    • pp.559-567
    • /
    • 2020
  • Vibration at the tip of various flexible manipulators may affect their operation accuracy and work efficiency. To suppress such vibrations, the feasibility of using MFC actuators and sensors is investigated in this paper. Considering the convergence of the famous filtered-x least mean square (FXLMS) algorithm could not be guaranteed while it is employed for vibration suppression of plants with varying secondary path, this paper proposes a new multiple model switching adaptive control algorithm to implement the real time active vibration suppression tests with a new multiple switching strategy. The new switching strategy is based on a cost function with reconstructed error signal and disturbance signal instead of the error signal from the error sensor. And from a robustness perspective, a new variable step-size sign algorithm (VSSA) based FXLMS algorithm is proposed to improve the convergence rate. A cantilever beam with varying tip mass is employed as flexible manipulator model. MFC layers are attached on both sides of it as sensors and actuators. A co-simulation platform was built using ADAMS and MATLAB to test the feasibility of the proposed algorithms. And an experimental platform was constructed to verify the effectiveness of MFC actuators and sensors and the real-time vibration control performance. Simulation and experiment results show that the proposed FXLMS algorithm based multiple model adaptive control approach has good convergence performance under varying load conditions for the flexible cantilever beam, and the proposed FX-VSSA-LMS algorithm based multiple model adaptive control algorithm has the best vibration suppression performance.

Adaptive Predictive Control using Multiple Models, Switching and Tuning

  • Giovanini Leonardo;Ordys Andrzej W.;Grimble Michael J.
    • International Journal of Control, Automation, and Systems
    • /
    • 제4권6호
    • /
    • pp.669-681
    • /
    • 2006
  • In this work, a new method of design adaptive controllers for SISO systems based on multiple models and switching is presented. The controller selects the model from a given set, according to a switching rule based on output prediction errors. The goal is to design, at each sample instant, a predictive control law that ensures the robust stability of the closed-loop system and achieves the best performance for the current operating point. At each sample the proposed control scheme identifies a set of linear models that best characterizes the dynamics of the current operating region. Then, it carries out an automatic reconfiguration of the controller to achieve the best possible performance whilst providing a guarantee of robust closed-loop stability. The results are illustrated by simulations a nonlinear continuous and stirred tank reactor.

양팔 협조 유연 매니퓰레이터의 진동억제 제어 (Vibration Suppression Control of Two Cooperating Flexible Manipulators)

  • 김진수
    • 한국생산제조학회지
    • /
    • 제19권5호
    • /
    • pp.645-652
    • /
    • 2010
  • For free motions, vibration suppression of single flexible manipulators has been one of the hottest research topics. However, for cooperative motions of multiple flexible manipulators, a little effort has been devoted for the vibration suppression control. So, the aim of this paper is to develop a hybrid force/position control and vibration suppression control scheme for multiple cooperation flexible manipulators handling a rigid object. In order to clarify the discussion, the motions of dual-arm experimental flexible manipulator are considered. Using the developed model, we control a robotic system with hybrid position/force control scheme. Finally, Experiments are performed, and a comparison of experimental results is given to clarify the validity of our control scheme.