• Title/Summary/Keyword: fuzzy compensator

Search Result 84, Processing Time 0.022 seconds

Fuzzy Control with Feedforward Compensator of Superheat in a Variable Speed Refrigeration System

  • Hua, Li;Lee, Dong-Woo;Jeong, Seok-Kwon;Yoon, Jung-In
    • Journal of Advanced Marine Engineering and Technology
    • /
    • v.31 no.3
    • /
    • pp.252-262
    • /
    • 2007
  • In this paper, we suggest fuzzy control with feedforward compensator of superheat to progress both energy saving and coefficient of performance(COP) in a variable speed refrigeration system. The capacity and superheat are controlled simultaneously and independently by an inverter and an electronic expansion valve respectively for saving energy and improving COP in the system. By adopting the fuzzy control. the controller design for the capacity and superheat is possible without depending on a dynamic model of the system. Moreover, the feedforward compensator of the superheat can eliminate influence of the interfering loop between capacity and superheat. Some experiments are conducted to design the appropriate fuzzy controller by an iteration manner. The results show that the proposed fuzzy controller with the compensator can establish good control performances for the complicated refrigeration system with inherent strong non-linearity.

Design of fuzzy compensator for compensate the backlash effect (백래쉬 현상의 보상을 위한 퍼지 보상기 설계)

  • Kim, Nam-Hoon;Huh, Uk-Youl;Kim, Jin-Geol;Kim, Byung-Yoon
    • Proceedings of the KIEE Conference
    • /
    • 2004.11c
    • /
    • pp.751-753
    • /
    • 2004
  • In rotating systems, backlash imposed limitations on the quality of control. System with gear is an example where this is a well-known limitation. In order to increase the controller performance, we design a fuzzy system to compensate the backlash effect. We prove that under certain conditions the fuzzy compensator guarantees that the backlash output converges to the desired trajectory. Simulation results show that the fuzzy compensator is robust to the backlash parameter.

  • PDF

Sliding Mode Control with Fuzzy Adaptive Perturbation Compensator for 6-DOF Parallel Manipulator

  • Park, Min-Kyu;Lee, Min-Cheol;Yoo, Wan-Suk
    • Journal of Mechanical Science and Technology
    • /
    • v.18 no.4
    • /
    • pp.535-549
    • /
    • 2004
  • This paper proposes a sliding mode controller with fuzzy adaptive perturbation compensator(FAPC) to get a good control performance and reduce the chatter, The proposed algorithm can reduce the chattering because the proposed fuzzy adaptive perturbation compensator compensates the perturbation terms. The compensator computes the control input for compensating unmodeled dynamic terms and disturbance by using the observer-based fuzzy adaptive network(FAN) The weighting parameters of the compensate. are updated by on-line adaptive scheme in order to minimize the estimation error and the estimation velocity error of each actuator. Therefore, the combination of sliding mode control and fuzzy adaptive network gives the robust and intelligent routine to get a good control performance. To evaluate the control performance of the proposed approach, tracking control is experimentally carried out for the hydraulic motion platform which consists of a 6-DOF parallel manipulator.

Phase Compensation of Fuzzy Control Systems and Realization of Neuro-fuzzy Compenastors

  • Tanaka, Kazuo;Sano, Manabu
    • Proceedings of the Korean Institute of Intelligent Systems Conference
    • /
    • 1993.06a
    • /
    • pp.845-848
    • /
    • 1993
  • This paper proposes a design method of fuzzy phase-lead compensator and its self-learning by neural network. The main feature of the fuzzy phase-lead compensator is to have parameters for effectively compensating phase characteristics of control systems. An important theorem which is related to phase-lead compensation is derived by introducing concept of frequency characteristics. We propose a design procedure of fuzzy phase-lead compensators for linear controlled objects. Furthermore, we realize a neuro-fuzzy compensator for unknown or nonlinear controlled objects by using Widrow-Hoff learning rule.

  • PDF

Design and Analysis of Fuzzy Control in a Variable Speed Refrigeration System

  • Hua, Li;Jeong, Seok-Kwon
    • International Journal of Air-Conditioning and Refrigeration
    • /
    • v.15 no.2
    • /
    • pp.61-69
    • /
    • 2007
  • This paper deals with fuzzy control with a feedforward compensator to progress both energy saving and coefficient of performance (COP) in a variable speed refrigeration system. Both the capacity and superheat are controlled simultaneously and independently in the system. By adopting the fuzzy theory, the controller design for the capacity and superheat is possible without depending on a dynamic model of the system. Moreover, the feedforward compensator of the superheat can reduce influence of the interfering loop between the capacity and superheat. Some experiments are conducted to design appropriate fuzzy controller by an iteration manner. The results show that the proposed fuzzy controller with the compensator can establish good control performances for the complicated refrigeration system in spite of its inherent strong non-linearity. Also, the fuzzy control performances were investigated by comparing to the model based PI control experimental results to evaluate transient behavior under the control.

Design of Fuzzy Compensator for Compensate Backlash in Gear (기어의 백래쉬 보상을 위한 퍼지 보상기 설계)

  • KIM Nam boon;HUH Uk youl;KIM Jin geol;KIM Byung yoon
    • The Transactions of the Korean Institute of Electrical Engineers D
    • /
    • v.53 no.12
    • /
    • pp.799-803
    • /
    • 2004
  • In rotating systems, backlash impose limitations on the quality of control. System with gear is an example where this is a well-known limitation. In order to increase the controller performance, we design a fuzzy system to compensate the backlash effect. We prove that under certain conditions the fuzzy compensator guarantees that the backlash output converges to the desired trajectory. Simulation results show that the fuzzy compensator is robust to the backlash parameter.

Design of fuzzy algorithms for DC motor speed control (DC 모터 속도제어를 위한 퍼지 알고리즘 설계)

  • 최종수;김성중;최한수
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1991.10a
    • /
    • pp.676-680
    • /
    • 1991
  • This paper proposes fuzzy control algorithms for a DC moter speed control. The proposed algorithms are constructed by the fuzzy controller and the fuzzy compensator. The fuzzy compensator used to overcome rapidly the effects caused by the disturbance and is mounted outside of the closed loop of the fuzzy controller. The fuzzy control rules are established from human operator experience and basic engineering knowledge about the process dynamics. Simulation results show that the proposed algorithms compensate for parameter variation and disturbance.

  • PDF

A Sensorless Speed Control of an Interior Permanent Magnet Synchronous Motor Based on a Fuzzy Speed Compensator (퍼지 속도 보상기를 이용한 매입형 영구자석 동기 전동기의 센서리스 속도제어)

  • Kang, Hyoung-Seok;Kim, Young-Seok
    • The Transactions of The Korean Institute of Electrical Engineers
    • /
    • v.56 no.8
    • /
    • pp.1405-1411
    • /
    • 2007
  • In this paper, a new speed sensorless control based on a fuzzy compensator are proposed for the interior permanent magnet synchronous motor (IPMSM) drives. The conventional proportional plus integrate(PI) control are very sensitive to step change of the command speed, parameter variations and load disturbance. To cope with these problems of the PI control, the estimated speeds are compensated by using the fuzzy logic controller (FLC). In the FLC used by the speed compensator of the IPMSM, the system control parameters are adjusted by the fuzzy rule based system, which is a logical model of the human behavior for process control. The effectiveness of algorithm is confirmed by the experiments.

A study on fuzzy control of manipulator with artificial rubber muscles (고무인공근 매니퓰레이터의 퍼지제어에 관한 연구)

  • ;Keio Watanabw;Nakamura, Masatoshi
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1993.10a
    • /
    • pp.1047-1051
    • /
    • 1993
  • A fuzzy controller of a manipulator with artificial rubber muscles is proposed. The fuzzy logic controller as a compensator is described to control the trajectory tracking of a -two link manipulator, where computed torque control method has already assumed to be applied. We shows that the fuzzy compensator with a simple adaptive scaling technique is effective for the robust control when there exist model uncertainties and/or untuned feedback gains. The effectiveness of the proposed control method is illustrated by some experimental results for a circular path tracking.

  • PDF

Design of fuzzy compensator for compensate backlash in gear (기어의 백래쉬 보상을 위한 퍼지 보상기 설계)

  • Kim, Nam-Hoon;Huh, Uk-Youl;Kim, Jin-Geol
    • Proceedings of the KIEE Conference
    • /
    • 2004.07d
    • /
    • pp.2194-2196
    • /
    • 2004
  • In rotating systems, backlash imposed limitations on the quality of control. System with gear is an example where this is a well-known limitation. In order to increase the controller performance, We design a fuzzy system to compensate the delay. we prove that under certain conditions the fuzzy compensator guarantees that the backlash output converges to the desired trajectory. Simulation results show that the fuzzy compensator is robust to the backlash parameter.

  • PDF