• Title/Summary/Keyword: Self-tuning Control

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A robust position sensorless control of permanent magnet synchronous machines by self_tuning algorithm (영구자석 동기 전동기의 강인한 회전자 위치 추정 알고리즘)

  • Lee Joon-Hwan;Lee Kwang-Woon;Choi Jae-Young
    • Proceedings of the KIPE Conference
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    • 2006.06a
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    • pp.333-335
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    • 2006
  • 본 논문은 영구자석 교류 전동기의 센서리스 위치 오차 최소화 제어 방법에 관한 것으로, 회전자의 위치오차가 최소화 하도록 회전자 속도 추정 gain을 자동으로 조정함으로써 회전자의 속도 및 위치에 대한 오차를 최소화하기 위한 방법이다. 본 논문의 구성은 회전자 위치 오차를 최소화하기 위한 제어기와 이를 회전자 속도 게인으로 활용하는 적용 대상으로 구성 되어 있다. 이는 모터의 온도 및 운전 환경에 따른 parameter의 변동에 강인하도록 제어기의 게인을 자동 설정하며 회전자의 오차를 최소화 하도록 하는 제어기를 제안한다. 또한 본 논문에서 제한하는 알고리즘을 검증하기 위하여 시뮬레이션 하였다.

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동적 보상기를 갖는 가벼운 유연성 매니퓰레이터의 적응 제어

  • 김승록;박종국
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.15 no.8
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    • pp.708-714
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    • 1990
  • This paper has proposed a self-tuning controller for tracking reference trajectory by measuring End-point of arm on robot manipulator whose link is light and flexibls, and proved the perforformance of the algorithm proposed through the computer simulation. As an object of control, a flexible robot manipulator with two-links was selected. As for structure of model, it utilized an assume mode shape method with include travity force and derived a dynaics equation by adapting two kinds of vibration mode of each.

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A Design of SVC RVEGA-Fuzzy Controller to Improve Dynamic Response of AC-DC System (교류-직류 시스템의 동특성 개선을 위한 SVC RVEGA-Fuzzy 제어기 설계)

  • Jeong, Hyeong-Hwan;Heo, Dong-Ryeol;Wang, Yong-Pil;Jeong, Mun-Gyu;Go, Hui-Seok
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.51 no.10
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    • pp.483-494
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    • 2002
  • In this thesis an optimal design technique of fuzzy logic controller using the real variable elitist genetic algorithm(RVEGA) as a supplementary control to Static Var Compensator(SVC) in order to damp oscillation in an AC-DC Dower system was proposed. Fuzzy logic controller is designed self-tuning shape of fuzzy rule and fuzzy variable using genetic algorithm based on natural selection and natural genetics. To verify the robustness of the proposed method, considered dynamic response of system by applying a load fluctuation.

A Study on PID Parameters Estimation using Neural Network Controller (신경회로망 제어기를 이용한 PID 파라미터 추정에 관한 연구)

  • Kwon, Jung-Dong;Jeon, Kee-Young;Kim, Eun-Gi;Lee, Seung-Hwan;Oh, Bong-Hwan;Lee, Hoon-Goo;Seo, Young-Soo;Han, Kyung-Hee
    • Proceedings of the KIPE Conference
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    • 2005.07a
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    • pp.333-335
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    • 2005
  • In this paper, supposed to solve these problem to PID 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 speed of IM. In this process, EBPANN was constituted to an output error value of an IM and conspired an input and output. The performance of the self-tuning controller is compared with that of the PID controller tuned by conventional method (Ziehler-Nichols). The effectiveness of the proposed control method is verified thought the Matlab Simulink and experimental results.

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Design of a Self-tuning PID Controller for the Speed Control of Marine Diesel Engines Using GAs (유전알고리즘을 이용한 선박 디젤엔진 속도조절용 자기동조 PID 제어기 설계)

  • 김도응;권봉재;신명호;진강규
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2002.12a
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    • pp.75-79
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    • 2002
  • 본 논문에서는 선박 디젤엔진의 속도를 조절함에 있어서 환경 변화에서도 지속적으로 만족스러운 성능을 유지하도록 시스템 파라미터 추정자, 제어기 계수 수정자를 결합한 자기동조 PID 제어기를 설계한다. 유전알고리즘을 기반으로 한 온라인 추정자가 시스템의 파라미터를 추정하면, 제어기 계수 수정자는 제안한 동조규칙으로 계수를 조정하게 된다. 이를 위해 시스템을 시간지연 1차 모델로 근사화하여 유전알고리즘 기반으로 그 파라미터를 온라인 추정하는 문제를 다룬다. 제안한 방법의 성능은 B&W사의 4L80MC 디젤엔진을 제어대상으로 퍼지모델을 얻고 모의실험을 통하여 확인한다.

Advanced SOGI-FLL Scheme Based on Fuzzy Logic for Single-Phase Grid-Connected Converters

  • Park, Jin-Sang;Nguyen, Thanh Hai;Lee, Dong-Choon
    • Journal of Power Electronics
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    • v.14 no.3
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    • pp.598-607
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    • 2014
  • This paper proposes a frequency-locked loop (FLL) scheme for a single-phase grid-connected converter. A second-order generalized integrator (SOGI) based on fuzzy logic (FL) is applied to this converter to achieve precise phase angle detection. The use of this method enables the compensation of the nonlinear characteristic of the frequency error, which is defined in the SOGI scheme as the variation of the central frequency through the self-tuning gain. With the proposed scheme, the performance of the SOGI-FLL is further improved at the grid disturbances, which results in the stable operation of the grid converter under grid voltage sags or frequency variation. The PSIM simulation and experimental results are shown to verify the effectiveness of the proposed method.

On discrete nonlinear self-tuning control

  • Mohler, R.-R.;Rajkumar, V.;Zakrzewski, R.-R.
    • 제어로봇시스템학회:학술대회논문집
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    • 1991.10b
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    • pp.1659-1663
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    • 1991
  • A new control design methodology is presented here which is based on a nonlinear time-series reference model. It is indicated by highly nonlinear simulations that such designs successfully stabilize troublesome aircraft maneuvers undergoing large changes in angle of attack as well as large electric power transients due to line faults. In both applications, the nonlinear controller was significantly better than the corresponding linear adaptive controller. For the electric power network, a flexible a.c. transmission system (FACTS) with series capacitor power feedback control is studied. A bilinear auto-regressive moving average (BARMA) reference model is identified from system data and the feedback control manipulated according to a desired reference state. The control is optimized according to a predictive one-step quadratic performance index (J). A similar algorithm is derived for control of rapid changes in aircraft angle of attack over a normally unstable flight regime. In the latter case, however, a generalization of a bilinear time-series model reference includes quadratic and cubic terms in angle of attack. These applications are typical of the numerous plants for which nonlinear adaptive control has the potential to provide significant performance improvements. For aircraft control, significant maneuverability gains can provide safer transportation under large windshear disturbances as well as tactical advantages. For FACTS, there is the potential for significant increase in admissible electric power transmission over available transmission lines along with energy conservation. Electric power systems are inherently nonlinear for significant transient variations from synchronism such as may result for large fault disturbances. In such cases, traditional linear controllers may not stabilize the swing (in rotor angle) without inefficient energy wasting strategies to shed loads, etc. Fortunately, the advent of power electronics (e.g., high-speed thyristors) admits the possibility of adaptive control by means of FACTS. Line admittance manipulation seems to be an effective means to achieve stabilization and high efficiency for such FACTS. This results in parametric (or multiplicative) control of a highly nonlinear plant.

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Stability Analysis and Proposal of a Simple Form of a Fuzzy PID Controller

  • Lee, Byung-Kyul;Kim, In-Hwan;Kim, Jong-Hwa
    • Journal of Advanced Marine Engineering and Technology
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    • v.28 no.8
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    • pp.1299-1312
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    • 2004
  • This paper suggests the simple form of a fuzzy PID controller and describes the design principle, tracking performance, stability analysis and changes of parameters of a suggested fuzzy PID controller. A fuzzy PID controller is derived from the design procedure of fuzzy control. It is well known that a fuzzy PID controller has a simple structure of the conventional PID controller but posses its self-tuning control capability and the gains of a fuzzy PID controller become nonlinear functions of the inputs. Nonlinear calculation during fuzzification, defuzzification and the fuzzy inference require more time in computation. To increase the applicability of a fuzzy PID controller to digital computer, a simple form of a fuzzy PID controller is introduced by the backward difference mapping and the analysis of the fuzzy input space. To guarantee the BIBO stability of a suggested fuzzy PID controller, ‘small gain theorem’ which proves the BIBO stability of a fuzzy PI and a fuzzy PD controller is used. After a detailed stability analysis using ‘small gain theorem’, from which a simple and practical method to decide the parameters of a fuzzy PID controller is derived. Through the computer simulations for the linear and nonlinear plants, the performance of a suggested fuzzy PID controller will be assured and the variation of the gains of a fuzzy PID controller will be investigated.

Study on Sound Quality Improvement in Bluetooth Headset (블루투스 헤드셋에서의 음질 향상에 관한 연구 - 개인 청각손실 방지측면 고려 -)

  • Kim, Hyun-Tae;Park, Jang-Sik;Song, Jong-Kwan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.6
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    • pp.1188-1193
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    • 2009
  • Todays, many young people suffer from noise-induced hearing loss by using wearable hearing devices, such as Bluetooth headset. This paper present hearing loss reduction and more natural volumn control algorithms considering individual hearing characteristics and threshold of feeling for Bluetooth headset. Experimental results using CSR Bluetooth headset example design board(DEV-PC-1645) show that individuals maybe able to perceive without the inconvenience at the less sound intensity and the more sensitive frequency bands. As a result, we may prevent hearing loss to reduce excessive sound energy in each frequency bands.

Fuzzy-PID controller for motion control of CFETR multi-functional maintenance platform

  • Li, Dongyi;Lu, Kun;Cheng, Yong;Zhao, Wenlong;Yang, Songzhu;Zhang, Yu;Li, Junwei;Wu, Huapeng
    • Nuclear Engineering and Technology
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    • v.53 no.7
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    • pp.2251-2260
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    • 2021
  • The motion control of the divertor maintenance system of the China Fusion Engineering Test Reactor (CFETR) was studied in this paper, in which CFETR Multi-Functional Maintenance Platform (MFMP) was simplified as a parallel robot for the convenience of theoretical analysis. In order to design the motion controller of parallel robot, the kinematics analysis of parallel robot was carried out. After that, the dynamic modeling of the hydraulic system was built. As the large variation of heavy payload on MFMP and highly nonlinearity of the system, A Fuzzy-PID controller was built for self-tuning PID controller parameters by using Fuzzy system to achieve better performance. In order to test the feasibility of the Fuzzy-PID controller, the simulation model of the system was built in Simulink. The results have showed that Fuzzy-PID controller can significantly reduce the angular error of the moving platform and provide the stable motion for transferring the divertor.