• Title/Summary/Keyword: Auto Tuning

Search Result 248, Processing Time 0.029 seconds

Inductance and Torque Characteristics Analysis of Multi-Layer Buried Magnet Synchronous Machines

  • Kwak, Sang-Yeop;Kim, Jae-Kwang;Jung, Hyun-Kyo
    • KIEE International Transaction on Electrical Machinery and Energy Conversion Systems
    • /
    • v.4B no.4
    • /
    • pp.211-216
    • /
    • 2004
  • Inductance characteristics, torque variations and ripple according to current, and position of multi-layer buried magnet synchronous machines with field-weakening operations are presented. The rotor structure optimal design of a buried magnet synchronous machine with high performance is investigated, and optimization results and comparison among design candidates are shown. For the fast and accurate search of multiple optima, the auto-tuning niching genetic algorithm is used and a final solution is selected considering various design factors.

Fluid Heating System using High-Frequency Inverter Based on Electromagnetic Indirect Induction Heating

  • Kim Yong-Ju;Shin Dae Cheul;Kim Kee Hwan;Uchihori Y.;Kawamura Y.
    • Proceedings of the KIPE Conference
    • /
    • 2001.10a
    • /
    • pp.69-74
    • /
    • 2001
  • In this Paper are described the indirect induction heated boiler and induction heated hot air producer using the voltage-fed series resonant high-frequency inverter which can operate in the frequency range from 20kHz to 50kHz. A specially designed induction heater, which is composed of laminated stainless assembly with many tiny holes and interconnected spot welding points between stainless plates, is inserted into the ceramic type vessel with external working coil. This working coil is connected to the inverter and turbulence fluid through this induction heater to moving fluid generates in the vessel. The operating performances of this unique appliance in next generation and its effectiveness are evaluated and discussed from a practical point of view.

  • PDF

Fuzzy Identification by Means of an Auto-Tuning Algorithm and a Weighted Performance Index

  • Oh, Sung-Kwun
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.8 no.6
    • /
    • pp.106-118
    • /
    • 1998
  • The study concerns a design procedure of rule-based systems. The proposed rule-based fuzzy modeling implements system structure and parameter identification in the efficient from of "IF..., THEN..." statements, and exploits the theory of system optimization and fuzzy implication rules. The method for rule-based fuzzy modeling concerns the from of the conclusion part of the the rules that can be constant. Both triangular and Gaussian-like membership function are studied. The optimization hinges on an autotuning algorithm that covers as a modified constrained optimization method known as a complex method. The study introduces a weighted performance index (objective function) that helps achieve a sound balance between the quality of results produced for the training and testing set. This methodology sheds light on the role and impact of different parameters of the model on its performance. The study is illustrated with the aid of two representative numerical examples.

  • PDF

Control of Disturbance Added Servo System Using Fuzzy Controller (Fuzzy 제어기를 이용한 외란부가 Servo System 제어)

  • Kim, Tae-Woo;Lee, Oh-Gul;Chung, Hyeng-Hwan;Lee, Joon-Tark
    • Proceedings of the KIEE Conference
    • /
    • 1991.07a
    • /
    • pp.699-702
    • /
    • 1991
  • A servo system requires faster and more accurate dynamic responses. Generally a PD control is mainly used to obtain the precision, and in the other hand a fuzzy control to improve the transient response and to cope with the nonlinearity of systems. Recently hybrid control, which is attempted to combine the advantages of PD control and a Fuzzy control was proposed, but this technique requires complicate design procedures. Therefore in this paper, a Fuzzy controller with a series of membership functions, and various sampling periods and rules, was designed on the basis of Lyapunov stability theory and auto tuning methods of input scale factors. And also it was showed to have the excellent adaptive performances against internal-external disturbances and the usefulness of this controller from the results of simulations.

  • PDF

A Study on the Development of Radio Data Receiver System(II) (라디오 데이터 수신 시스템 개발에 관한 연구(II))

  • 김기근;허동규;김주광;유흥균;배현덕;박우용;차홍인;이종하
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.16 no.8
    • /
    • pp.770-784
    • /
    • 1991
  • In this paper, we have studied the transmission reception method and data structure of the radio data system which was recommendedby EBU. We have develped the novel software that has processing capability of 5 primary features of RDS services, and experimanted the auto-tuning mechanism and LCD display. The developed RDS receiver system has the complete compatibility with the conventional FM car streo system, and we have confirmed the realization validity via the hardware experimentation.

  • PDF

The Vibration Suppressible Method with Estimated Torsion Torque Feedback in Fuzzy Controller

  • Choo, Yeon-Gyu;Lee, Kwang-Seok;Kim, Hyun-Deok;Kim, Bong-Gi
    • Journal of information and communication convergence engineering
    • /
    • v.6 no.4
    • /
    • pp.421-424
    • /
    • 2008
  • In torque transmission system, we must suppressed vibration for Accuracy characteristic response of motor, Therefore, vibration suppression factor is very important motor control. To suppress vibration, a various control method has been proposed. Specially, one method of vibration suppression used disturbance observer filter. This method is torsion torque passing disturbance observer filter. By the estimated torsion torque feedback, vibration can be suppressed. The CDM(coefficient diagram method) is used to design the filter and Proportional controller. But using coefficient diagram method, not adapted controller parameter in disturbance. For this solution, we used fuzzy controller for auto tuning controller parameter. We proved this approach is confirmed by simulation.

Design of GA-Fuzzy Controller for Position Control and Anti-Swing in Container Crane (컨테이너 크레인의 위치제어 및 흔들림 억제를 위한 GA-퍼지 제어기 설계)

  • 허동렬
    • Proceedings of the Korean Society of Marine Engineers Conference
    • /
    • 2000.05a
    • /
    • pp.16-21
    • /
    • 2000
  • In this paper we design a GA-fuzzy controller for position control and anti-swing at the destination point. Applied genetic algorithm is used to complement the demerit such as the difficulty of the component selection of fuzzy controller namely scaling factor membership function and control rules. lagrange equation is used to represent the motion equation of trolley and load in order to obtain mathematical modelling. Simulation results show that the proposed control technique is superior to a conventional optimal control in destination point moving and modification.

  • PDF

Design of PI controller for the sinusoidal type brushless DC motor speed servo system (정현파형 브러시리스 직류 전동기 속도 제어계에 대한 PI 제어기의 설계)

  • 노민식;최중경박승엽전인효
    • Proceedings of the IEEK Conference
    • /
    • 1998.06a
    • /
    • pp.207-210
    • /
    • 1998
  • Brushless servomotor systems offer a great advantae in unmanned factories where a great number of servomotors are employed, because of its easy maintenance charateristics and controllability. This paper propose a sinusoidal type brushless DC motor speed servo system which has high efficiency and usability in industrial field as described above. And this servo system is realized by a new Auto-Tuning PI control algorithm and verified it's practical potential of implementation by self-designed driver system. In particular, DSP(digital signal processor) is adopted in this study as controller and sensor signal processor owing to their fast computational capability and suitable architecture.

  • PDF

An Auto-tuning Algorithm of PI Controller Using Time Delay Element (시간 지연 요소를 이용한 PI 제어기 자동 동조 알고리즘)

  • Oh, Seung-Rohk
    • Journal of the Institute of Electronics Engineers of Korea SC
    • /
    • v.47 no.6
    • /
    • pp.1-5
    • /
    • 2010
  • We propose an algorithm which can classify the system should use a PI controller, which have a weak high frequency attenuation characteristics near the critical frequency. To classify the system, we use a time delay element to calculate a gain attenuation rate near the critical frequency. The proposed algorithm also can design PI controller with the given magnitude margin and phase margin specification. The proposed algorithm uses time delay element and saturation function to identify the one point information in frequency domain. We justify the proposed algorithm via the simulation.

Genetic-Fuzzy Controller for Induction Motor Speed Control (유도전동기의 속도제어를 위한 유전-퍼지 제어기)

  • Kwon, Tae-Seok;Kim, Chang-Sun;Kim, Young-Tae;Oh, Won-Seok;Sin, Tae-Hyun;Kim, Hee-Jun
    • Proceedings of the KIEE Conference
    • /
    • 1999.07f
    • /
    • pp.2742-2744
    • /
    • 1999
  • In this paper, an auto-tuning method for fuzzy logic controller based on the genetic algorithm is presented. In the proposed method, normalization parameters and membership function parameters of fuzzy controller are translated into binary bit-strings, which are processed by the genetic algorithm in order to be optimized for the well-chosen objective function (i.e. fitness function). To examine the validity of the proposed method. a genetic algorithm based fuzzy controller for an indirect vector control of induction motors is simulated and experiment is carried out. The simulation and experimental results show a significant enhancement in shortening development time and improving system performance over a traditional manually tuned fuzzy logic controller.

  • PDF