• Title/Summary/Keyword: Tuning Of Parameters

Search Result 723, Processing Time 0.028 seconds

A Study on Quick Detection of Variance Change Point of Time Series under Harsh Conditions

  • Choi, Hyun-Seok;Choi, Sung-Hwan;Kim, Tae-Yoon
    • Journal of the Korean Data and Information Science Society
    • /
    • v.17 no.4
    • /
    • pp.1091-1098
    • /
    • 2006
  • Park et al.(2005) and Choi et al.(2006) studied quick detection of variance change point for time series data in progress. For efficient detection they used moving variance ratio equipped with two tuning parameters; information tuning parameter p and lag tuning parameter q. In this paper, the moving variance ratio is studied under harsh conditions.

  • PDF

A multivariable decoupling self-tuning controller for systems with time delays (시간 지연을 갖는 다변수 계통에 대한 비결합 자기동조 제어기)

  • 김유택;양태규;이상효
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1987.10b
    • /
    • pp.190-192
    • /
    • 1987
  • In the paper an multivariable decoupling self-tuning algorithm is proposed for controller design, by specifying the closed-loop behaviour of the system in the form of a reference model, so that the controller parameters can be estimated on-line as the process development. The effectiveness of this algorithm in controlling multivariable systems is demonstrated by simulation example in spite of the usual implementation problems of self-tuning controllers.

  • PDF

Tuning Rules of the PID Controller Based on Genetic Algorithms (유전알고리즘에 기초한 PID 제어기의 동조규칙)

  • Kim, Do-Eung;Jin, Gang-Gyoo
    • Proceedings of the KIEE Conference
    • /
    • 2002.07d
    • /
    • pp.2167-2170
    • /
    • 2002
  • In this paper, model-based tuning rules of the PID controller are proposed incorporating with genetic algorithms. Three sets of optimal PID parameters for set-point tracking are obtained based on the first-order time delay model and a genetic algorithm as a optimization tool which minimizes performance indices(IAE, ISE and ITAE). Then tuning rules are derived using the tuned parameter sets, potential rule models and a genetic algorithm. Simulation is carried out to verify the effectiveness of the proposed rules.

  • PDF

MEMS TUNING ELEMENTS FOR MICRO/MILLIMETER-WAVE POWER AMPLIFIERS (마이크로/밀리미터파 대역에서 전력증폭기의 효율향상을 위한 MEMS 튜닝회로)

  • Kim, Jae-Heung
    • Proceedings of the Korea Electromagnetic Engineering Society Conference
    • /
    • 2003.11a
    • /
    • pp.118-121
    • /
    • 2003
  • A new approach, using MEMS, for improving the performance of high efficiency amplifiers is proposed in this paper. The MEMS tuning element is described as a variable-length shorted CPW stub. Class-E amplifiers can be optimally tuned by these MEMS tuning elements because their operation varies with the impedance of the output tuning circuit. A MEMS tuning element was simulated using full-wave EM simulators to obtain its S-parameters. A Class-E amplifier with the MEMS was designed at 8GHz. The non-linear operation of this amplifier was simulated to explore the effect of the MEMS tuning. Comparing the initially designed amplifier without MEMS, the Power Added Efficiency (PAE) of the amplifier with MEMS is improved from 46.3% to 66.9%. For the amplifier with MEMS, the nonlinear simulation results are PAE = 66.90%, $\eta$(drain efficiency) = 75.89%, and $P_{out}$ = 23.37 dBm at 8 GHz. In this paper, the concept of the MEMS tuning element is successfully applied to the Class E amplifier designed with transmission lines.

  • PDF

An Optimal Controller Design for Gun Driving System of Combat Vehicles (기동전투차량의 포 구동장치 최적제어기 설계)

  • Kim, Ji-Young;Lee, Seok-Jae;Lyou, Joon
    • Proceedings of the KIEE Conference
    • /
    • 2004.11c
    • /
    • pp.62-65
    • /
    • 2004
  • An optimal robust controller design method for gun driving system is discussed in this paper. The parameters of the gun driving controller are tuned by using the LQR characteristics for the performance and robustness. Tuning method that optimize velocity error gives a significant improvement over the existing PID tuning methods. It is shown that the tuning result of real gun driving system which is regarded as rigidness model or stiffness model satisfy performance and robustness.

  • PDF

Development of auto-tuning PID controller for Temperature Control systems and Its Application to Rapid Thermal Processor (온도제어용 자동동조 PID 제어기 설계와 RTP에의 적용)

  • 임재식;이영일
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2000.10a
    • /
    • pp.62-62
    • /
    • 2000
  • An auto-tuning PID controller which is adequate for temperature control is developed based on relay-control and pole-placement Using the critical frequency which is obtained from relay-control parameters of assumed model are identified. Pole/zero-placement PID controller is designed for the identified model. The desired pole/zeros are determined so that the closed-loop has overshoot free step response. The developed auto-tuning PID controller was successfully applied to the temperature control of RTP.

  • PDF

Computer Analysis Program of Small-Signal Stability of Power System for Tuning PSS′s parameters (PSS 정수 튜닝을 위한 전력시스템 미소신호 안정도 해석 프로그램)

  • Kim, Dong-Joon;Moon, Young-Hwan;Hur, Jin;Shin, Jeong-Hoon;Kim, Tae-Kyun;Choo, Jin-Boo
    • The Transactions of the Korean Institute of Electrical Engineers A
    • /
    • v.52 no.5
    • /
    • pp.241-249
    • /
    • 2003
  • This paper describes a novel approach for performing eigenvalue analysis and frequency domain analysis of multi-machine power system. The salient feature of this approach is a direct approach for constructing the state matrix equations of linearized power systems about its operating point using modular technique. These state matrix equations are then used to obtain eigenvalues and mode shapes of the system, and frequency response, or Bode, plots of selected transfer functions. The proposed program provides a flexible tool for systematic analyses of tuning PSS's parameters. The paper also presents its application to the analyses of a single-machine infinite bus system and two-area system with 4 machines.

A Study on the Direct Pole Placement PID Self-Tuning Controller design for DC Servo Motor Control (직류 서어보 전동기 제어를 위한 직접 극배치 PID 자기동조 제어기의 설계)

  • Rhee, Kyu-Young;Nam, Moon-Hyun
    • Proceedings of the KIEE Conference
    • /
    • 1989.11a
    • /
    • pp.327-331
    • /
    • 1989
  • This paper concerned about a study on the direct pole placement PID self-tuning controller design for Robot manipulator control system. The method of a direct pole placement self-tuning PID control for a DC motor of robot manipulator tracks a reference velocity in spite of the parameters uncertainties in nonminimum phase system. In this scheme, the parameters of controller are estimated by the recursive least square(RLS) identification algorithm, the pole placement method and diophantine equation. A series of simulation in which minimum phase system and nonminimum phase system are subjected to a pattern of system parameter changes is presented to show some of the features of the proposed control algorithm. The proposed control algorithm which shown are effective for the practical application, and experiments of DC motor speed control for Robot manipulator by a microcomputer IRH-PC/AT are performed and the results are well suited.

  • PDF

Design and application of self tuning fuzzy PI controller (자기동조 퍼지 PI 제어기의 설계와 응용)

  • 이성주;오성권;남의석;황희수;이석진;우광방
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 1991.10a
    • /
    • pp.238-242
    • /
    • 1991
  • This paper presents an approach to self-tuning PI control of dynamic plants, based on fuzzy logic application. A fuzzy logic composed of linguistic conditional statements is employed by defining the relations of input-output variables of the controller. In the synthesis of a fuzzy logic controller, one of the most difficult problem is the selection of linguistic control rules and parameters. To overcome this difficulty, self-tuning fuzzy PI controller (STFPIC) with a hierarchical structure in which the fuzzy PI controller is assigned as the lower level and the rule modification and parameter adjustment as the higher level. The rules and parameters are generated by the adjustment of membership function through performance index(PE). In this paper, the algorithm for of the controller performance is estimated by means of computer simulation.

  • PDF

A Study on the Optimal Design of Fuzzy Logic Controller (퍼지제어기의 최적 설계에 관한 연구)

  • 노기갑;김성호;주영훈;박진배
    • Proceedings of the Korean Institute of Intelligent Systems Conference
    • /
    • 1997.10a
    • /
    • pp.50-54
    • /
    • 1997
  • In general, the design of fuzzy logic controller has difficulties in the acquisition of expert's knowledge. So, some methods that can optimize the parameters for fuzzy logic controller automatically without expert knowledge was provided. Recently, tuning method for fuzzy logic controller using genetic algorithm(GA) were proposed in many papers. However, those are tuning methods for a part or some part of fuzzy logic controller. In this paper, we proposes auto tuning method for the whole part of tuzzy logic controller, such as parameters of membership functions for antecedence and consequence parts, rule base, scaling factor and the number of rule. Finally, second order dead time plant is provided to show the advantages of the proposed method.

  • PDF