• 제목/요약/키워드: Intelligent machine

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A study of grounding system design with economical efficiency in electric rolling stocks facilities (철도차량기지내에서의 경제성을 고려한 접지설계에 관한 연구)

  • Chang, Chin-Young;Kim, Jae-Moon;Kim, Yang-Soo
    • Proceedings of the KIEE Conference
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    • 2009.04a
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    • pp.6-9
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    • 2009
  • Recently, there have been studied the importance of the grounding system, as electrical equipments installed in the building, such as intelligent building. The object of grounding of electrical facilities is to protect human and machine damage from the power supply interruption high voltage by use of the accident current dissipating into the ground. In this paper, we is proposed to design of grounding system with economical efficiency in electric rolling stocks facilities. To make efficient ground, ground potential rise must be controlled in the way of overall lowering and evenness instead of independent grounding method with respect to electrical facilities.

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Intelligent Decision Support System for Integrated Customer Satisfaction Improvement (총체적 고객만족 향상을 위한 지능형 의사결정지원시스템)

  • Lee, Jang-Hee;Yun, Ui-Tak;Park, Sang-Chan
    • Asia pacific journal of information systems
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    • v.13 no.2
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    • pp.23-46
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    • 2003
  • This paper proposes an analysis methodology that enables the establishment of improved customer satisfaction via decision support system using customer satisfaction index data and customer database of a company. The proposed methodology establishes rational future goal of a company by applying DEA, finds potential customers which correspond to demographic features of the previous target group, and improve quality factors which distinguish the quality-satisfaction-group from the quality-dissatisfaction-group through the use of machine learning tools, SOM and C4.5. Finally, we illustrate the effectiveness of our research methodology using actual data of a camera company.

Standardization of polishing work by MAGIC wheel (Influence of composition ratio and kind of polishing grain on polishing surface roughness ) (MAGIC 숫돌에 의한 연마작업의 표준화(연마입자의 종류와 배합율이 연마면 조도에 미치는 영향))

  • 백종흔;이상태;김남우;정윤교
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2003.10a
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    • pp.318-323
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    • 2003
  • In order to polish complicated shaped inner surfaces of molds, a new polishing method with consolation liquid was Invented The MAGIC (MAGnetic Intelligent Compound) Polishing is the best method, a countermeasure of polishing trouble that is reduce of productivity and instability of quality. But because MAGIC polishing is new polishing method there is no study of the standardization of polishing by MAGIC wheel yet. So we want to standadize MAGIC polishing condition. For the First time, we will evaluate the influence of composition ratio and kind of polishing grain in polishing surface roughness. In this study, we determined amount of dressing oil and dressing point as kind and composition ratio of polishing grain. we compared surface roughness case by case

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A Study on the Diagnosis of the Centrifugal Pump by the Intelligent Diagnostic Method (지능진단기법에 의한 원심펌프의 고장진단에 관한 연구)

  • Shin, Joon;Lee, Tae-Yeon
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.12 no.4
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    • pp.29-35
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    • 2003
  • The rotating machineries always generate harmonic frequencies of their own rotating speed, and increment of vibration amplitude affects to the equipments which connected to the vibrational source and causes industrial calamities. The life cycle of equipments can be extended and damages to the human beings could be prevented by identifying the cause of malfunctions through prediction of the increment of vibration and records of vibrational history. In this study, therefore, diagnostic expert algorithm for the centrifugal pump is developed by integrating fuzzy inference method and signal processing techniques. And the validity of the developed diagnostic system is examined via various computer simulations.

Implementation of a Real-Time Neural Control for a SCARA Robot Using Neural-Network with Dynamic Neurons (동적 뉴런을 갖는 신경 회로망을 이용한 스카라 로봇의 실시간 제어 실현)

  • 장영희;이강두;김경년;한성현
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2001.04a
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    • pp.255-260
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    • 2001
  • This paper presents a new approach to the design of neural control system using digital signal processors in order to improve the precision and robustness. Robotic manipulators have become increasingly important in the field of flexible automation. High speed and high-precision trajectory tracking are indispensable capabilities for their versatile application. The need to meet demanding control requirement in increasingly complex dynamical control systems under significant uncertainties, leads toward design of intelligent manipulation robots. The TMS320C31 is used in implementing real time neural control to provide an enhanced motion control for robotic manipulators. In this control scheme, the networks introduced are neural nets with dynamic neurons, whose dynamics are distributed over all the network nodes. The nets are trained by the distributed dynamic back propagation algorithm. The proposed neural network control scheme is simple in structure, fast in computation, and suitable for implementation of real-time control. Performance of the neural controller is illustrated by simulation and experimental results for a SCARA robot.

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Intelligent Control of Robot Manipulator Using DSPs(TMS320C80) (DSPs(TMS320C80)을 이용한 로봇 매니퓰레이터의 지능제어)

  • 이우송;김용태;한성현
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2003.10a
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    • pp.219-226
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    • 2003
  • In this paper, it is presented a new scheme of adaptive-neuro control system to implement real-time control of robot manipulator. Unlike the well-established theory fir the adaptive control of linear systems, there exists relatively little general theory fir the adaptive control of nonlinear systems. Adaptive control technique is essential fir providing a stable and robust performance fir application of robot control. The proposed neuro control algorithm is one of teaming a model based error back-propagation scheme using Lyapunov stability analysis method. Through simulation, the proposed adaptive-neuro control scheme is proved to be a efficient control technique f3r real-time control of robot system using DSPs.

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Method and Application of Reliability Evaluation for Core Units of Machine Tools (공작기계 핵심 Unit의 신뢰성 평가 기법 및 활용에 관한 연구)

  • 이승우;송준엽;황주호;이현용;박화영
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.10a
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    • pp.43-46
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    • 1997
  • Reliability engineering is regarded as the major and important roll for all industry. And advanced manufacturing systems with high sped and intelligent have been developing for betterment of machining ability. In this study, we have systemized evaluation of reliability for machinery system. We proposed the reliability assessment and designed and manufactured reliability test-bed to evaluate reliability. In addition we acquired reliability data using test-bed system and made database to handle reliability data. And also we not only use reliability data by analyzing reliability, but also apply design review method using analyzing critical units of machinery system. Form this study, we will expect to guide and increase the reliability engineering in developing and processing phase of high quality product.

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Intelligent Control of Industrial Robot Using Neural Network with Dynamic Neuron (동적 뉴런을 갖는 신경회로망을 이용한 산업용 로봇의 지능제어)

  • 김용태
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 1996.10a
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    • pp.133-137
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    • 1996
  • This paper presents a new approach to the design of neural control system using digital signal processors in order to improve the precision and robustness. Robotic manipulators have bevome increasingly important in the field of flexible automation. High speed and high-precision trajectory tracking arre indispensable capabilities for their versatile application. the need to meet demanding control requirement in increasingly complex dynamical control systems under sygnificant uncertainties leads toward design of implementing real time neural control to provide an enhanced motion control for robotic manipulators. In this control scheme the ntworks intrduced are neural nets with dynamic neurouns whose dynamics are distributed over all the network nodes. The nets are trained by the distributed dynamic are distributed over all the network nodes. The nets are trained by the distributed dynamic back propagation algorithm. The proposed neural network control scheme is simple in structure fast in computation and suitable for implementation of real-time control, Performance of the neural controller is illustrated by simulation and experimental results for a SCAEA robot.

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A Design for the Automated Process of LCD Module Assembly Line (LCD 모듈 조립라인의 공정 자동화 설계)

  • Song, Chun-Sam;Kim, Joo-Hyun;Kim, Jong-Hyeong
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.16 no.5
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    • pp.162-165
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    • 2007
  • TFT-LCD process has two advantages as compared with the semiconductor-process. It is that cycle time is short and number of the final products are small. But it needs complicated inspection / assembly line to be treated manually and much higher labor costs in the TFT-LCD process. Also, It is necessary to build PICS(Production Information and Control System) which is automated and intelligent. In this paper, an automated process of LCD module assembly line that can increase productivity and reduce the cost of production to strengthen the competitiveness corresponding with global market is planned in comparison with its manual/semi-auto. It is noted that The automated line for COG$\sim$FOG process replacing with the existing facilities had the following effects; the productivity is increased to about 1.5 times and labor cost reduced 85%. In addition, whole assembly line can be short and simple.

Implementation of RCCL on fara robot (Fara robot에서의 RCCL(Robot Control C Library) 구현)

  • 선경일;김병국
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10a
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    • pp.714-717
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    • 1992
  • An intelligent robot control system is developed, which is based on extensible hardwares and softwares. The system could be used to test advanced and complex real time application programs to avoid constraints on present robot control system in executing a complex or precise algorithms, due to the limitation of hardware and software. In this paper we used the RCCL(Robot Control C Library) on SUN4 as a supervisory system that plays the path planning and man-machine interface. And we used VxWORKS as a real time OS on a VME bus CPU equiped with some interface boards. Two systems were connected through the Ethernet network. We used the 4 axis manipulator, FARA, developed by Samsung Electronics Co.

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