• Title/Summary/Keyword: self-tuning

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The Maximum Torque/Efficiency of SRM Driving for Self-Tuning Control (자기동조 제어에 의한 SRM의 최대 토크/효율 운전)

  • Seo J.Y.;Cha H.R.;Kim K.H.;Lim Y.C.;Jong D.H.
    • Proceedings of the KIPE Conference
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    • 2003.07b
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    • pp.677-680
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    • 2003
  • The control of the SRM(Switched Reluctance Motor) is usually based on the non-linear inductance profiles with positions. So determination of optimal switching angle is very different. we present self-tuning control of SRM for maximum torque and efficiency with phase current and shaft position sensor During the sample time, micro-controller checks the number of pre-checked pulse. After micro-controller calculates between two data, it move forward or backward turn-off angle. When the turn-off angle is fixed optimal turn-off angle, turn-on angle moves forward or backward by a step using self-tuning control method. And then, optimal turn-off angle is searched once again. As such a repeating process, turn-on/off angle is moves automatically to obtain the maximum torque and efficiency. The experimental results are presented to validate the self-tuning algorithm.

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Determination of Optimal Turn-off Angle for SRM Converter Using Self-Tuning Method (SRM 컨버터에서 자기동조 방식에 의한 턴오프 각의 결정)

  • 장도현;문진영
    • The Transactions of the Korean Institute of Power Electronics
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    • v.3 no.4
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    • pp.418-425
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    • 1998
  • In this paper. determination method of turn-off angle in the SRM drives is proposed to maintain the high torque at a any turn-on angle, which is realized by using selHuning control method, During the sampling time. a number of P pulses from encoder are checked by using one-chip microprocessor. and compared with pre-checked a number of pulses A After calculating difference between two data, the turn-off angle moves forward or backward direction by the self-tuning m method, As repeating such process, the optimal turn-off angle is determined and the maximum torque is maintained T Though experiments, it is observed that motor speed is almost maintained if turn-off angle is adjusted automatically by s selHuning method when turn-ηn angle is changed.

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MPPT Control of Photovoltaic System using Neural Network PI Self Tuning (신경회로망 PI자기동조를 이용한 PV발전시스템의 MPPT제어)

  • Lee, J.H.;Kim, E.G.;Kim, D.G.;Lee, S.C.;Oh, B.H.;Lee, H.G.;Kim, Y.J.;Han, K.H.
    • Proceedings of the KIEE Conference
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    • 2005.10a
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    • pp.155-157
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    • 2005
  • This paper shows how to design a MPPT control of PV system using neural network PI self tuning. The conventional self-tuning methods have the voltage control problem of nonlinear PV system which can't adapt against any kinds of noise or operation circumstances. In this paper, supposed to solve these problem to PI parameters controller algorithm using ANN. In the proposed algorithm, the parameters of the controller were adjusted to reduce by on-line system the error of the output voltage of DC-DC chopper. In this process, EBPA NN was constituted to an output error value of a DC-DC chopper and conspired an input and output. The performance of the self-tuning controller is compared with that of the PI controller tuned by conventional method. The effectiveness of the proposed control method is verified thought the Matlab Simulink.

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Turn-on/off Angle for Maximum Torque of SRM by Using Self-tuning Control (SRM의 자기동조 방식에 의한 최대토크의 턴-온/오프각 제어)

  • Seo Jong-Yun;Cha Hyun-Rok;Seo Jung-Chul;Yang Hyong-Yeol;Kim Kwang-Heon;Lim Young-Cheol;Jang Do-Hyun
    • Proceedings of the KIPE Conference
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    • 2001.07a
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    • pp.243-246
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    • 2001
  • The control of the SRM(Switched Reluctance Motor) is usually based on the non-linear inductance profiles with positions. So determination of optimal switching angle is very different. This paper proposed that the determination method of turn-on/off angle in the SRM drives is to maintain the high torque, which is realized by using self-tuning control method. During the sampling time, a number of pulses from the encoder are checked by using micro-controller. And compared with pre-checked a number of pulses. After calculating difference between two data, turn-on/off angle moves forward or backward direction by using self-tuning method. The optimal turn-on/off angle is determined by iterating such a process and the maximum torque is maintained. Experimental results are provided to demonstrate the validity of the self-tuning controller.

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The Speed Control of a DC Servo Motor by the PID Self Tuning Control Method (PID-자기동조 제어방식에 의한 DC 서보 전동기의 속도제어)

  • Cho, Hyun-Seob;Ku, Gi-Jun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.9 no.6
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    • pp.1560-1564
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    • 2008
  • Robust control for DC motor is needed according to the highest precision of industrial automation. However, when a motor control system with PID controller has an effect of load disturbance, it is very difficult to guarantee the robustness of control system. In this paper, PID-Self Tuning control method for motor control system as a compensation method solving this problem is presented. If the PID control system is stable in the sense that the error is inside the constraint set, the supervisory control is idle. If the error hits the boundary of the constraint, the supervisory controller begins operation to force the error back to the constraint set. We prove that the PID-Self Tuning control system is globally stable in the sense that the error is guaranteed to be within the tolerance limits specified by the system designer.

A Fuzzy Controller for the Steam Generator Water Level Control and Its Practical Self-Tuning Based on Performance (증기발생기 수위제어를 위한 퍼지제어기 구현 및 제어성능지수를 이용한 제어기 의 Self-Tuning)

  • Na, Nan-Ju;Bien, Zeun-Gnam
    • Nuclear Engineering and Technology
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    • v.27 no.3
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    • pp.317-326
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    • 1995
  • The oater level control system of the steam generator in a pressurized water reactor and its control Problems are analysed. In this work a stable control strategy Particularly during low Power operation based on the fuzzy control method is studied. The control strategy employs substitutional information using the bypass valve opening instead of incorrectly measured signal at the low How rate as the fuzzy variable of the flow rate during low power operation, and includes the flexible scale adjusting method for fast response at a large transient. A self-tuning algorithm based on the control performance and the descent method is also suggested for tuning the membership function scale. It gives a practical way to tune the controller under real operation. Simulation was carried out on the Compact Nuclear Simulator set up at Korea Atomic Energy Research Institute and its result showed the good performance of the controller and effectiveness of its tuning.

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Scaling Factor Tuning Method for Fuzzy Control System (퍼지제어 시스템을 위한 이득동조 방법)

  • 최한수;김성중
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.43 no.5
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    • pp.819-826
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    • 1994
  • This paper deals with a self-tuning fuzzy controller. The fuzzy controller is constructed with linguistic rules which consist of the fuzzy sets. Each fuzzy set is characterized by a membership function. The tuning fuzzy controller has paramenters that are input/output scaling factors to effect control output. In this paper we propose a tuning method for the scaling factor Computer simulations carried out on first-order and second-order processes will show how the present tuning approach improves the transient and the steady-state characteristics of the overall system.The applicability of the proposed algorithm is certified by computer simulation results.

A study of Self-Tuning PI Speed Controller Based on Fuzzy for Permanent Magnet Linear Synchronous Motor (선형 영구자석형 동기 전동기의 Fuzzy 기반 Self-Tuning PI 속도 제어기에 관한 연구)

  • Lee Chin-Ha;Choi Cheol;Kim Cheul-U
    • The Transactions of the Korean Institute of Power Electronics
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    • v.9 no.6
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    • pp.602-611
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    • 2004
  • Servo system has commonly adapted PI controller with fixed gains, because of its simplicity and determinative relationship among the parameters. The fixed gains PI system may be applied well to some operation conditions, but not non-linearities, complex and time variant operation conditions. For solving these problems, another conventional method, 'variable gun schedule according to speed', is published. The value of gain is determined according to the absolute value of the mover real speed. In this paper, FSTPIC(Fuzzy Self-Tuning PI Controller) is proposed based on various experiences to rapidly reduce speed error and to secure a good speed response characteristics. The effectiveness of proposed algorithms is demonstrated by comparing to two conventional gain systems via 4-quadrant operation.

Analysis of Self-Pulsation Characteristics in Multi-Section Complex-Coupled DFB Lasers With Amplifying Optical Feedback (증폭된 광 귀환을 가자는 다중 전극 복소 결합 DFB 레이저에서 발생되는 self-pulsation 특성 해석)

  • Kim, Sang-Taek;Kim, Tae-Young;Kim, Boo-Gyoun;Leem, Young-Ahn;Park, Kyung-Hyun
    • Korean Journal of Optics and Photonics
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    • v.16 no.6
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    • pp.527-534
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    • 2005
  • We investigate the pulsation characteristics in a multi-section DFB laser which is composed of one DFB section, phase tuning section, and gain section. Multi-section DFB lasers with anti-phase (AP) complex-coupled (CC) DFB structure show wide current ranges of gain and phase tuning sections fer stable pulsations compared to those with in-phase CC DFB structure or index-coupled DFB structure. For multi-section DFB lasers with AP CC DFB structure, the current range of a gain section for stable pulsations increases and the tuning range of the pulsation frequency increases as a coupling strength or a gain coupling coefficient increases Also, the tuning range using the phase variation in a phase tuning section increases. For a fixed coupling strength, the current ranges of gain and phase tuning sections for stable pulsations increase and the tuning range of the pulsation frequency increases as the length of a DFB section increases.

Design of PID Type servo controller using Neural networks and it′s Implementation (신경회로망을 이용한 이득 자동조정 서보제어기 설계 및 구현)

  • 이상욱;김한실
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.229-229
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    • 2000
  • Conventional gain-tuning methods such as Ziegler-Nickels methods, have many disadvantages that optimal control ler gain should be tuned manually. In this paper, modified PID controllers which include self-tuning characteristics are proposed. Proposed controllers automatically tune the PID gains in on-1ine using neural networks. A new learning scheme was proposed for improving learning speed in neural networks and satisfying the real time condition. In this paper, using a nonlinear mapping capability of neural networks, we derive a tuning method of PID controller based on a Back propagation(BP)method of multilayered neural networks. Simulated and experimental results show that the proposed method can give the appropriate parameters of PID controller when it is implemented to DC Motor.

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