• Title/Summary/Keyword: Network Operation

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A control system for dual-axis linear motor

  • Uchida, Yoshiyuki;Nohira, Shigemitsu;Seike, Yoshiyuki;Shingu, Hiroyasu;Sumi, Tetsuo;Furuhashi, Hideo;Yamada, Jun
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10b
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    • pp.340-343
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    • 1992
  • Fundamental positioning characteristics of a dual-axis Sawyer linear motor are described. The Sawyer motor is capable of high positional accuracy. An electronic control unit of the motor whose velocity is proportional to the frequency of the electric current was produced in our laboratory. The positioning system was constructed using two Sawyer motors, an air bearings suspension unit and an electronic control unit. The stable motion of the motor was confirmed on the open loop operation. The adjustable operating conditions were the live load of 1 kg, the maximum acceleration of 1.2G and the maximum velocity of 350 mm/s. Absolute positioning accuracy was improved within .+-.5.mu.m, on microstep operating conditions of dividing one pitch of 508.mu.m into 508 steps. The following two conclusions were obtained. An accelerating-cruising-decelerating control is effective for reduction in the travel time required. Also, microstep operation is effective for improving the resolution of position.

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Neural Network PI Parameters Self-tuning Simulator for BLDC Motor operation (BLDC 모터 구동을 위한 신경회로망 PI파라미터 자기 동조 시뮬레이터)

  • Bae, E.K.;Kwon, J.D.;Kim, T.W.;Kim, D.K.;Chun, J.Y.;Lee, S.H.;Lee, H.G.;Kim, Y.J.;Han, K.H.
    • Proceedings of the KIEE Conference
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    • 2006.07b
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    • pp.759-760
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    • 2006
  • In this paper proposed to Neural network PI self-tuning direct controller using Error back propagation algorithm. Proposed controller applies to speed controller and current controller. Also, this built up the interface environment to drive it simply and exactly in any kind of reference, environment fluent and parameter transaction of BLDC motor. Neural network PI self-tuning simulator using Visual C++ and Matlab Simulation is organized to construct this environment. Built-u-p interface has it's own purpose that even the user who don't have the accurate knowledge of neural network can embody operation characteristic rapidly and easily.

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Design and Verification of Advanced Distribution Management System using Information and Communication Convergence Technology (ICT융복합 기술을 이용한 차세대 배전계통 운영 시스템 설계 및 검증)

  • Kim, Dongwook;Park, Youngbae;Chu, Cheolmin;Jo, Sungho;Seo, Inyong
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.15 no.4
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    • pp.19-29
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    • 2019
  • Recently, with the rise of environmental issues and the change of government policy (Renewable Energy 3020 Implementation Plan), a large amount of renewable energy such as solar and wind power is connected to the power system, and most of the renewable energy is concentrated in the power distribution network. This causes many problems with the voltage management and the protection coordination of the grid due to the its intermittent power generation. In order to effectively operate the distribution network, it is necessary to deploy more intelligent terminal devices in the field to measure the status of the distribution network and develop various operation functions such as visualization and big data analysis to support the power distribution system operators. In addition, the failover technology must be supported for the non-stop operation of the power distribution system. This paper proposes the system architecture of new power distribution management system to cope with high penetration of renewable energy. To verify the proposed system architecture, the functional unit test and performance measurement were performed.

Pressure sensor placement method for real-time operation efficiency of water transmission mains (도·송수관로의 실시간 운영효율화를 위한 수압계 설치위치 선정 방안)

  • Kim, Seong Han;Choi, Doo Yong;Kim, Kyoung Pil;Lee, Sang Cheol
    • Journal of Korean Society of Water and Wastewater
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    • v.30 no.5
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    • pp.491-500
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    • 2016
  • Pressure monitoring is expected to be expanded in a water distribution system according to accelerated development of smart water network management technologies caused by appearances of affordable digital infrastructures like computing, storage and bandwidth. However, the placement of pressure sensors has been determined by engineer's technical decisions since there is no well-defined criteria for deciding a suitable location of pressure sensor. This study presents a placement method of pressure sensors based on the consideration of allowable error in calibrating water network analysis modeling. The proposed method is to find a minimum set of pressure sensors for achieving a reliable management of water transmissions main and increasing the efficiency of their real-time operation. In the case study in Y area's transmission main, the proposed method shows equally distributed pressure sensors in terms of hydraulics. It is expected that the proposed method can be used to manage transmission mains stably and construct a robust real-time network analysis system as a minimal criteria.

Design and Implementation of a Biped Robot using Neural Network (신경회로망을 이용한 2족 보행 로봇의 설계 및 구현)

  • Lee, Seong-Su;Park, Wal-Seo
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.26 no.10
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    • pp.89-94
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    • 2012
  • This research is to apply the control of neuron networks for the real-time walking control of Multi-articulated robot. Multi-articulated robot is expressed with a complicated mathematical model on account of the mechanic, electric non-linearity which each articulation of mechanism has, and includes an unstable factor in time of walking control. If such a complex expression is included in control operation, it leads to the disadvantage that operation time is lengthened. Thus, if the rapid change of the load or the disturbance is given, it is difficult to fulfill the control of desired performance. This paper proposes a new mode to implement a neural network controller by installing a real object for controlling and an algorithm for this, which can replace the existing method of implementing a neural network controller by utilizing activation function at the output node. The proposed control algorithm generated control signs corresponding to the non-linearity of Multi-articulated robot, which could generate desired motion in real time.

A Study on FSA Application to PRS for Safe Operation of Dynamic Positioning Vessel

  • Chae, Chong-Ju;Jun, Yun-Chul
    • Journal of Navigation and Port Research
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    • v.41 no.5
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    • pp.287-296
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    • 2017
  • The Formal Safety Assessment (FSA) is a structured and systematic methodology developed by the IMO, aimed at assessing the risk of vessels and recommending the method to control intolerable risks, thereby enhancing maritime safety, including protection of life, health, the marine environment and property, by using risk analysis and cost-benefit assessment. While the FSA has mostly been applied to merchant vessels, it has rarely been applied to a DP vessel, which is one of the special purpose vessels in the offshore industry. Furthermore, most of the FSA has been conducted so far by using the Fault Tree Analysis tool, even though there are many other risk analysis tools. This study carried out the FSA for safe operation of DP vessels by using the Bayesian network, under which conditional probability was examined. This study determined the frequency and severity of DP LOP incidents reported to the IMCA from 2001 to 2010, and obtained the Risk Index by applying the Bayesian network. Then, the Risk Control Options (RCOs) were identified through an expert brainstorming and DP vessel simulations. This study recommends duplication of PRS, regardless of the DP class and PRS type and DP system specific training. Finally, this study verified that the Bayesian network and DP simulator can also serve as an effective tool for FSA implementation.

KEPCO's Movement on Distribution Sector Regarding Renewable Energy Transition of Distribution Network in Korea (국내 배전망 정책 및 환경변화를 고려한 배전부분 발전방향 연구)

  • Hyun, Seung-Yoon;Kim, Chang-Hwan;Lee, Byung-Sung
    • KEPCO Journal on Electric Power and Energy
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    • v.7 no.1
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    • pp.93-99
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    • 2021
  • The government has proposed a mission to enhance intelligent power networks, decrease coal-fired generation, expand distributed energy resources, and promote energy prosumer into the distribution network in Korea. Installation cost of facility expansion to guaranteed interconnection with small distributed energy resources increases dramatically on KEPCO's distribution sector. And it is hard to withdraw in time. In addition, there are explicit research is required to meet the reliability on grid corresponding to the increase of distributed power. Infrastructure support for accommodating energy prosumer is also needed. Therefore, KEPCO is pushing transition to DSO by expanding distribution management scope and changing its roles. In addition, KEPCO is proactively preparing for integrated operation between distribution network and existing distributed power which is accommodated passively. KEPCO is also trying to accept multiple network users, e.g. building platforms, to manage a data and promote new markets. In the long term, transition to DSO will achieve saving investment costs for accommodating distributed sources and maintaining stable electrical quality. And it will be possible to create new business model using the platform to secure revenue.

A Low Noise Broadband Light Source and its Application on WDM-PON (저잡음 특성의 광대역 비간섭성 광원과 파장 분할 다중방식 수동형 광가입자망에의 응용)

  • Choi Ki-Man;Moon Jung-Hyung;Lee Chang-Hee
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.43 no.5 s.347
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    • pp.68-76
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    • 2006
  • We propose a low noise broadband light source (BLS) and investigate a cost-effective wavelength division multiplexing-passive optical network (WDM-PON) for the convergence of broadcasting and data service. The proposed BLS is used for an injection light of wavelength-locked Fabry-Perot laser diodes (F-P LD) and helps the color-free operation of dense WDM-PON (DWDM-PON). In addition, we apply this BLS to a optical source for overlay of digital broadcasting channel on the WDM-PON.

Techniques for Performance Improvement of Convolutional Neural Networks using XOR-based Data Reconstruction Operation (XOR연산 기반의 데이터 재구성 기법을 활용한 컨볼루셔널 뉴럴 네트워크 성능 향상 기법)

  • Kim, Young-Ung
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.20 no.1
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    • pp.193-198
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    • 2020
  • The various uses of the Convolutional Neural Network technology are accelerating the evolution of the computing area, but the opposite is causing serious hardware performance shortages. Neural network accelerators, next-generation memory device technologies, and high-bandwidth memory architectures were proposed as countermeasures, but they are difficult to actively introduce due to the problems of versatility, technological maturity, and high cost, respectively. This study proposes DRAM-based main memory technology that enables read operations to be completed without waiting until the end of the refresh operation using pre-stored XOR bit values, even when the refresh operation is performed in the main memory. The results showed that the proposed technique improved performance by 5.8%, saved energy by 1.2%, and improved EDP by 10.6%.

A Study on Organization of Information Network for Efficient Construction of U-City - Focused on Economic Analysis of Municipal Network and Leased Network - (효율적 U-City 구축을 위한 정보통신망 선정방안에 관한 연구 - 자가망과 임대망 경제성 분석을 중심으로 -)

  • Park, Sang-Soo;Park, Seung-Hee;Kim, Seong-Ah;Chin, Sang-Yoon;Joo, Hyeong-Woo
    • Journal of KIBIM
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    • v.5 no.1
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    • pp.54-62
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    • 2015
  • The Cities that recently developed have been applied to private network for establishing information communication network system. The local governments planning or pursuing U-City construction should also choose the private network in consideration of operation and maintenance. In viewpoint of agency operating u-City, it is necessary to integrate traditional and new network. However, there has been lack of guides to choose U-City network considering the economic analysis between private and leased network. This study analyzed the characteristics of private and leased network, and the cost-benefit by estimating the network cost and communication demand focused on U-services that are recently applied. This study purpose a guide for efficient U-City information network selected by estimating ROI(Return On Investment) and BEP(Break Even Point) for establishing private and leased network.