• 제목/요약/키워드: Intelligent Controller

검색결과 1,443건 처리시간 0.032초

지능형 기법을 이용한 축산폐수처리장의 진단ㆍ제어 시스템 (Diagnosis and Control System of Wastewater Treatment Processes Using Intelligent Approaches)

  • 배현;서현용;전병희;김성신;김예진
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2003년도 하계종합학술대회 논문집 Ⅲ
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    • pp.1315-1318
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    • 2003
  • Wastewater treatment processes are usually located in the outskirts of cities. But these processes should be dealt with continuous maintenance by expert operators. Therefore, in this paper, unmaned and automated control system is designed for the SBR(Sequencing Batch Reactor) plant. This plant is constructed in Gimhae city. Networks and wireless modules are employed for the data transmission. A local controller is in the SBR plant as a client and a monitoring system is located in the other place as a server. Remote control and monitoring system are constructed at the laboratory of ours. Measured data from plant sensors are translated to the remote site using communication modules, and then the data could be displayed and analyzed by means of remote monitoring and control systems.

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Fuzzy-Sliding Mode Control of a Polishing Robot Based on Genetic Algorithm

  • Go, Seok-Jo;Lee, Min-Cheol;Park, Min-Kyu
    • Journal of Mechanical Science and Technology
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    • 제15권5호
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    • pp.580-591
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    • 2001
  • This paper proposes a fuzzy-sliding mode control which is designed by a self tuning fuzzy inference method based on a genetic algorithm. Using the method, the number of inference rules and the shape of the membership functions of the proposed fuzzy-sliding mode control are optimized without the aid of an expert in robotics. The fuzzy outputs of the consequent part are updated by the gradient descent method. It is further guaranteed that the selected solution becomes the global optimal solution by optimizing Akaikes information criterion expressing the quality of the inference rules. In order to evaluate the learning performance of the proposed fuzzy-sliding mode control based on a genetic algorithm, a trajectory tracking simulation of the polishing robot is carried out. Simulation results show that the optimal fuzzy inference rules are automatically selected by the genetic algorithm and the trajectory control result is similar to the result of the fuzzy-sliding mode control which is selected through trial error by an expert. Therefore, a designer who does not have expert knowledge of robot systems can design the fuzzy-sliding mode controller using the proposed self tuning fuzzy inference method based on the genetic algorithm.

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선형 엔코더를 이용한 SRM의 고정밀 온, 오프 각 제어 (High Performance On Off Angle Control of SRM Using Linear Encoder)

  • 이영진;박성준;박한웅;이만형
    • 한국정밀공학회지
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    • 제17권12호
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    • pp.61-67
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    • 2000
  • In switched reluctance motor(SRM) drive, it is necessary to synchronize the stator phase excitation with the rotor position. Therefore the rotor position information is an essential. Usually optical encoders or resolvers are used to provide the rotor position information. These sensors are expensive and are not suitable for high speed operation. In general, the accuracy of the switching angle is dependent upon the resolution of the encoder and the sampling period of the microprocessor. But the region of high speed, switching angles are fluctuated back and forth from the preset values, which are cause by the sampling period of the microprocessor. Therefore, the low cost linear encoder suitable for the practical and stable SRM drive is proposed and the control algorithm to provide the switching signals using the simple digital logic circuit is also presented in this paper. It is verified from the experiments that the proposed encoder and logic controller can be a powerful candidate for the practical low cost SRM drive.

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자동화 크레인 시스템을 위한 IEEE1451 기반 스마트 모듈 개발 (Development of IEEE1451-based Smart Module for Automated Transfer Crane System)

  • 하경남;김만호;이경창;이석
    • 한국항해항만학회지
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    • 제29권3호
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    • pp.251-256
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    • 2005
  • 항만 물류 시스템의 급속한 성장으로 인해 항만의 효율성을 증대하기 위한 자동화 크레인 시스템의 개발이 다양하게 진행 중이다. 자동화크레인은 통신 네트워크를 통하여 각종센서와 액츄에이터를 정밀 제어하게 되는데 이러한 시스템에 장착되는 네트워크 기반 스마트 모 듈은 센서 선호획득 및 필터링 기능, 데이터 연산 및 통신기능이 한 보드상에 구축되어 있어 고장이나 프로토콜이 지원이 다른 모듈을 사용할 경우 모듈 전체를 교체해야 되는 문제점이 발생하게 된다. 본 논문에서는 이러한 문제점을 해결하기 위해서 IEEE 1451 기반의 네트워크 독립적인 스마트 모듈을 제안하고 제안한 스마트 모듈의 성능을 평가하여 크레인 시스템에 적용 가능성을 확인하였다.

A Wide Speed Operation of SRM Using Low Cost Encoder and Controller

  • Lee, young-Jin;Prak, Sung-Jun;Park, Han-Woong;Lee, Man-Hyung
    • International Journal of Precision Engineering and Manufacturing
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    • 제2권1호
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    • pp.33-42
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    • 2001
  • In switched reluctance motor(SRM) deives, the turn-on and turn-off angles of each phase switch should be accurately controlled for accuracy and efficiency. The accuracy of the switching angles is mainly dependent upon the resolution of the encoder and the sampling period of the microprocessor, that are used to provide the information of the rotor position and to implement a control algorithm of the SRM, respectively. Thus, the higher the speed of the SRM is increased, the larger the amount of the switching angle deviations are from preset turn-on and turn-off angles. Consequently, the motor can not be driven stably high speed region. There fore, a simples and low cost encoder suitable for the practical and stable SRM drive is proposed and the control algorithm to provide the switching signals using a simple digital logic circuit is also presented for a wide speed range operation.

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WPAN기반 원격 조종로봇 유효통신거리 확장을 위한 다 개체 로봇 추종주행기법 (Multi-Robot Following Navigation Method for Valid Communication Distance Extension of WPAN Based Remote Control)

  • 김윤구;김영덕;안진웅;김경동;허지광;이석규
    • 로봇학회논문지
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    • 제6권1호
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    • pp.1-9
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    • 2011
  • An increasing number of researches and developments for personal or professional service robots are attracting a lot of attention and interest industrially and academically during the past decade. Furthermore, the development of intelligent robots is intensively fostered as strategic industry. Until now, most of practical and commercial service robots are worked by remotely operated controller. The most important technical issue of remote control is a wireless communication, especially in the indoor and unstructured environments where communication infrastructures might be destroyed by various disasters. Therefore we propose a multi-robot following navigation method for securing the valid communication distance extension of the remote control based on WPAN(Wireless Personal Area Networks). The concept and implementation of following navigation are introduced and the performance verification is performed through real navigation experiments in real or test-bed environments.

지그비 무선통신과 웹 기반의 임베디드 시스템을 이용한 자동차 센서신호 감시 및 제어에 관한 연구 (A Study of Vehicle's Sensor Signal Monitoring and Control Using Zigbee Wireless Communication and Web-based Embedded System)

  • 양승현;이석원
    • 한국산학기술학회논문지
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    • 제10권1호
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    • pp.67-74
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    • 2009
  • 본 연구에서는 임베디드 시스템과 지그비(Zigbee) 무선통신을 기반으로 지능형 자동차를 위한 모니터링 및 제어가 가능한 임베디드 웹서버를 구축하였다. 자동차의 모든 정보를 담고있는 ECU(Electronic Control Unit)에 주제어기와 임베디드 시스템을 인터페이스 시켜 자동차의 운행정보를 모니터링하고, 자동차의 내, 외부에 추가된 센서신호는 지그비 통신을 이용해 임베디드 시스템에 전달하도록 하였다. 임베디드 시스템을 이용해 웹서버를 구축했기 때문에 개인용 컴퓨터 및 모바일 기기를 이용하여 차량에 접속할 수 있으며, 자동차의 상태를 실시간 감지하고 제어할 수 있다.

Design and Implementation of a CAN Data Analysis Test Bench based on Raspberry Pi

  • Pant, Sudarshan;Lee, Sangdon
    • Journal of Multimedia Information System
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    • 제6권4호
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    • pp.239-244
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    • 2019
  • With the development of Cyber-Physical Systems(CPS), several technologies such as automation control, automotive and intelligent house systems have been developed. To enable communication among various components of such systems, several wired and wireless communication protocols are used. The Controller Area Network(CAN) is one of such wired communication protocols that is popularly used for communication in automobiles and other machinery in the industry. In this paper, we designed and implemented a response time analysis system for CAN communication. The reliable data transfer among various electronic components in a significant time is crucial for the smooth operation of an electric vehicle. Therefore, this system is designed to conveniently analyze the response time of various electronic components of a CAN enabled system. The priority for transmission of the messages in the CAN bus is determined by the message identifier. As the number of nodes increases the transmission of low priority messages is delayed due to the existence of higher priority messages on the bus. We used Raspberry Pi3 and PiCAN2 board to simulate the data transfer for studying the comparative delay in low priority nodes.

Intelligent Attitude Control of an Unmanned Helicopter

  • An, Seong-Jun;Park, Bum-Jin;Suk, Jin-Young
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.265-270
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    • 2005
  • This paper presents a new attitude stabilization and control of an unmanned helicopter based on neural network compensation. A systematic derivation on the dynamics of an unmanned small-scale helicopter is performed. Combined rotor-fuselage-tail dynamics is derived in body-fixed reference frame with its origin at the C.G. of the helicopter. And the resulting nonlinear equation of motion consists of 6-DOF air vehicle dynamics as well as the rotor flapping and engine torque equations. A simulation model was modified using the existing simulator for an unmanned helicopter dynamic model, which reflects the unmanned test helicopter(CNUHELI). The dynamic response of the refined model was compared with the flight test data. It can be shown that a good coincidence was accomplished between the real unmanned helicopter system and the mathematical model. This dynamic model was linearized for classical controller design using small perturbation method. A Neuro-PD control system was designed for both longitudinal and lateral flight modes, and the results were compared with the PD-only control response. Simulation results show that the proposed Neuro-PD control system demonstrates better performance.

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The Control of SFFS in the Office Environments and It's Integration

  • Kim, Jung-Su;Lee, Min-Cheol;Lee, Won-Hee;Kim, Dong-Soo
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.2164-2169
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    • 2005
  • SFFS(Solid Freeform Fabrication System) can quickly makes models and prototype parts from 3D computer-aided design (CAD) data. Three dimensional printing(3DP) is a kind of the solid freeform fabrication. The 3DP process slices the modeling data into the 50-200um along to z axis. And we pile the powder and make the manufactures. A manufacture is made by the SFFS has the precision of the 50um. Therefore the x-y table of SFFS to move a printhead must be the system that has a high speed and accuracy. So we proposed the SMCSPO algorithm for SFFS. The major contribution is the design of a robust observer for estimating the state and the perturbation of the timing belt system, which is combined with a robust controller. The control performance of the proposed algorithm is compared with PD control by the simulation and the experiment. The control algorithm of the SFFS is presented in the office environment. The system between control system and printhead for the SFFS is also integrated

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