• 제목/요약/키워드: a PID controller

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Evolution Strategy와 신경회로망에 의한 로봇의 가변PID 제어기 (A Variable PID Controller for Robots using Evolution Strategy and Neural Network)

  • 최상구;김현식;박진현;최영규
    • 대한전기학회논문지:전력기술부문A
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    • 제48권8호
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    • pp.1014-1021
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    • 1999
  • PID controllers with constant gains have been widely used in various control systems. But it is difficult to have uniformly good control performance in all operating conditions. In this paper, we propose a variable PID controller for robot manipulators. We divide total workspace of manipulators into several subspaces. PID controllers in each subspace are optimized using evolution strategy which is a kind of global search algorithm. In real operation, the desired trajectories may cross several subspaces and we select the corresponding gains in each subspace. The gains may have large difference on the boundary of subspaces, which may cause oscillatory motion. So we use artificial neural network to have continuous smooth gain curves to reduce the oscillatory motion. From the experimental results, although the proposed variable PID controller for robots should pay for some computational burden, we have found that the controller is more superior to the conventional constant gain PID controller.

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정압제어를 위한 동적모델 해석 및 최적 퍼지 PID 제어기설계 (Analysis of Dynamic Model and Design of Optimized Fuzzy PID Controller for Constant Pressure Control)

  • 오성권;조세희;이승주
    • 전기학회논문지
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    • 제61권2호
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    • pp.303-311
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    • 2012
  • In this study, we introduce a dynamic process model as well as the design methodology of optimized fuzzy controller for its efficient application to vacuum production system to produce a semiconductor, solar module and display and so on. In a vacuum control field, PID control method is widely used from the viewpoint of simple structure and preferred performance. But, PID control method is very sensitive to the change of environment of control system as well as the change of control parameters. Therefore, it's difficult to get a preferred performance results from target system which has a complicated structure and lots of nonlinear factors. To solve such problem, we propose the design methodology of an optimized fuzzy PID controller through a following series of steps. First a dynamic characteristic of the target system is analyzed through a series of experiments. Second the process model is built up and its characteristic is compared with real process. Third, the optimized fuzzy PID controller is designed using genetic algorithms. Finally, the fuzzy controller is applied to target system and then its performance is compared with that of other conventional controllers(PID, PI, and Fuzzy PI controller). The performance of the proposed fuzzy controller is evaluated in terms of auto-tuned control parameters and output responses considered by ITAE index, overshoot, rise time and steady state time.

PID controller tuning for processes with time delay

  • Lee, Yongho;Lee, Moonyong;Park, Sunwon;Brosilow, Coleman
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 Proceedings of the Korea Automatic Control Conference, 11th (KACC); Pohang, Korea; 24-26 Oct. 1996
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    • pp.291-294
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    • 1996
  • By far the PID controller is most widely sed in the process industries. However, current tuning methods yield PID parameters only for a restricted class of process models. There is no general methodology of PID controller tuning for arbitrary process models. In this paper, we generalize the IMC-PID approach and obtain the PID parameters for general models by approximating the ideal controller with a Maclaurin series. Further, the PID controller tuned by the proposed PID tuning method gave more closer closed-loop response to the desired response than those tuned by other tuning methods.

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PID 제어기의 On-Line 퍼지 자동동조 (On-Line Fuzzy Auto Tuning for PID Controller)

  • 황형수;최정내;이원혁
    • 대한전기학회논문지:시스템및제어부문D
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    • 제49권2호
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    • pp.55-61
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    • 2000
  • In this paper, we proposed a new PID tuning algorithm by the fuzzy set theory to improve the performance of the PID controller. The new tuning algorithm for the PID controller has the initial value of parameter Kc, $\tau$I, $\tau$D by the Ziegler-Nichols formula using the ultimate gain and ultimate period from a relay tuning experiment. We get error and error change of plant output correspond to the initial value and new proportion gain(Kc) and integral time($\tau$I) from fuzzy tunner. This fuzzy tuning algorithm for PID controller considerably reduced overshoot and rise time compare to any other PID controller tuning algorithms. In real parametric uncertainty systems, the PID controller with Fuzzy auto-tuning give appreciable improvement in the performance. The significant properties of this algorithm is shown by simulation In this paper, we proposed a new PID algorithm by the fuzzy set theory to improve the performance of the PID controller.

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강인한 최적 PID 제어기 설계를 위한 새로운 루프 형성 기법 (A New Loop Shaping Method for Design of Robust Optimal PID Controller)

  • 윤성오;서병설
    • 한국통신학회논문지
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    • 제28권11C호
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    • pp.1062-1069
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    • 2003
  • 본 논문에서는 요구된 성능을 만족시키는 강인한 최적 PID 제어기 설계를 위한 새로운 루프 형성 기법을 제안 하고자 한다. 설계하고자 하는 PID 제어기의 영점들을 플랜트의 최대 극점에 근접하도록 가중치 요소 Q와 R을 선택하면 루프 형상이 고주파수 영역의 센서잡음 장벽으로부터 최대한 멀어지게 된다. 2차 시스템에 대하여 강인한 최적 PTD 제어기 설계가 가능한 새로운 루프 형성 기법은 LQR 방법에서 발전되었다.

다구찌 방법을 이용한 고속/정밀 위치제어시스템의 PID 제어게인 선정에 관한 연구 (A Study on the PID Control Gain Selection Scheme of a High-Speed/High-Accuracy position Control System using Taguchi Method)

  • 신호준;채호철;한창수
    • 반도체디스플레이기술학회지
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    • 제1권1호
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    • pp.21-28
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    • 2002
  • This paper presents a dynamic modeling and a robust PID controller design process for the wire bonder head assembly. For modeling elements, the system is divided into electrical part, magnetic part, and mechanical part. Each part is modeled using the bond graph method. The PID controller is used for high speed/high accuracy position control of the wire bonder assembly. The Taguchi method is used to obtain the more robust PID gain combinations than conventional one. This study makes use of an L18 array with three parameters varied on three levels. Results of simulations and experimental show that the designed PID controller provides a improved ratio of signal to noise and a reduced sensitivity improved to the conventional PID controller.

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DC MOTOR SPEED CONTROL USING PID CONTROLLER

  • Loucif, Fatiha
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.2557-2561
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    • 2005
  • The PID controller design and choosing PID parameters according to system response are proposed in this paper. Here PID controller is employed to control DC motor speed and Matlab program is used for calculation and simulation. Choosing PID parameters are demonstrated by several contrast experiments and a way for setting PID parameters values is discussed.

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퍼지 보상기와 퍼지 동조기를 이용한 PID제어기의 Deadzone을 포함한 시스템 제어 (Control of Systems Containing Deadzone of PID Controller using Fuzzy Compensator and Fuzzy Tuner)

  • 박재형;김승철;조용성;최부귀
    • 한국정보통신학회논문지
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    • 제3권2호
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    • pp.403-410
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    • 1999
  • PID 제어기는 미지의 Deadzone을 가진 시스템에 적용될 때, 제어 성능이 저하되는 단점을 나타낼 수 있다. 이러한 문제를 해결하기 위하여, 본 논문에서는 2층 구조의 퍼지 논리를 이용한 PID 제어기를 제안하였다. 이 제어기의 구조는 전형적인 PID 제어기에 퍼지 보상기와 퍼지 동조기를 추가하여 구성하였다. 제안된 제어 방법은 전형적인 PID 제어기에 비하여 뛰어난 과도응답과 정상상태 성능을 나타낸다. 이 방법이 플랜트의 정상상태 이득뿐만 아니라 Deadzone 비선형성에서도 강인하다. 제안된 제어기의 성능은 시뮬레이션을 통하여 검증하였다

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IFAC93 벤치마크 테스트를 통한 2개의 제어기 비교 (Comparison of two controllers using IFAC 93 Benchmark Test)

  • 백승욱;유치형;정찬수
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1998년도 하계학술대회 논문집 B
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    • pp.617-619
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    • 1998
  • A PID-controller is proposed as a controller to the IFAC93 benchmark process. It is compared with a Textbook PID-controller and a Derivative of output PID-controller. Especially, the Derivative of output PID controller works within the critical bounds of ${\pm}1.5$ except for 1 out of 15 periods at stress level 1,2. The objective of this paper, then, is to report on an alternative benchmark (IFAC93) and reveal more efficient PID controller between Textbook PID-control and Derivative of output PID-controller.

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Design of a Fuzzy P+ID controller for brushless DC motor speed control

  • Kim, Young-Sik;Kim, Sung-Joong
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.627-630
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    • 2004
  • The PID type controller has been widely used in industrial application due to its simply control structure, ease of design, and inexpensive cost. However, control performance of the PID type controller suffers greatly from high uncertainty and nonlinearity of the system, large disturbances and so on. This paper presents a hybrid fuzzy logic proportional plus conventional integral derivative controller (fuzzy P+ID). In comparison with a conventional PID controller, only one additional parameter has to be adjusted to tune the fuzzy P+ID controller. In this case, the stability of a system remains unchanged after the PID controller is replaced by the fuzzy P+ID controller without modifying the original controller parameters. Finally, the proposed hybrid fuzzy P+ID controller is applied to BLDC motor drive. Simulation results demonstrated that the control performance of the proposed controller is better than that of the conventional controller.

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