• Title/Summary/Keyword: Injecting method

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Soft Error Adaptable Deep Neural Networks

  • Ali, Muhammad Salman;Bae, Sung-Ho
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2020.11a
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    • pp.241-243
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    • 2020
  • The high computational complexity of deep learning algorithms has led to the development of specialized hardware architectures. However, soft errors (bit flip) may occur in these hardware systems due to voltage variation and high energy particles. Many error correction methods have been proposed to counter this problem. In this work, we analyze an error correction mechanism based on repetition codes and an activation function. We test this method by injecting errors into weight filters and define an ideal error rate range in which the proposed method complements the accuracy of the model in the presence of error.

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The anti-corrosion study on the corrosion-sensitive areas of unpainted weathering steel bridges with closed box girder(II) (밀폐 박스거더형 무도장 내후성강 교량의 부식취약부에 대한 방식대책 연구(II))

  • Song, Chang-Young;Lee, Eui-Ho;Lee, Jea-Hyun;Park, Hyun-Chul;Choi, Jae-Suk;Noh, Young-Tae
    • Corrosion Science and Technology
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    • v.12 no.4
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    • pp.191-197
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    • 2013
  • This study is the second stage of developing the corrosion control technical manual about unpainted weathering steel bridge with closed box girder structures. This paper contains selection of corrosive sealant to apply into crevice of upper flange, injecting test of sealant at mock-up equipment with various condition, evaluation of experiment result. Through the experiment of injection of sealants into crevice of mock-up equipment, it is proved that the tar sealant injecting corrosion control method is useful to protect corrosion at box girder upper flange corroded by remaning rain water with calcium chloride.

Tribological Properties of Carbon Nanotube Thin Films by using Electrodynamic Spraying Method (전기 분사 증착 방식을 이용한 탄소 나노 튜브 박막의 트라이볼로지적 특성에 관한 연구)

  • Kim, Chang-Lae;Kim, Dae-Eun;Kim, Hae-Jin
    • Tribology and Lubricants
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    • v.34 no.6
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    • pp.313-317
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    • 2018
  • Carbon-based coatings, including carbon nanotubes (CNTs), graphene, and buckyball ($C_{60}$), receive much interest because of their outstanding mechanical and electrical properties for a wide range of electromechanical component-based applications. Previous experimental results demonstrate that these carbon-based coatings are promising solid lubricants because of their superior tribological properties, and thus help prolong the lifetime of silicon-based applications. In this study, CNT coatings are deposited on a bare silicon (100) substrate by electrodynamic spraying under different deposition conditions. During the coating deposition, the applied voltage, CNT concentration of the solution, distance between the injecting nozzle and the substrate and diameter of the injecting nozzle are optimized to control the thickness and surface roughness of the CNT coatings. The surface morphology and thickness of the coatings are characterized by scanning electron microscopy (SEM) and atomic force microscopy (AFM), respectively. The friction and wear properties of the coatings are investigated by using a pin-on-reciprocating-type tribotester under various experimental conditions. The friction coefficient of the CNT coating is as low as 0.15 under high normal loads. The overall results reveal that CNT coatings deposited by electrodynamic spraying provide relatively uniform with superior lubrication performance.

Controllable Harmonic Generating Method for Harmonic Impedance Measurement of Traction Power Supply Systems Based on Phase Shifted PWM

  • Liu, Qiujiang;Wu, Mingli;Li, Jing;Zhang, Junqi
    • Journal of Power Electronics
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    • v.18 no.4
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    • pp.1140-1153
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    • 2018
  • The harmonic impedance characteristic of a traction power supply system (TPSS) is necessary for taking actions to suppress the high-order harmonic resonances caused by AC electric locomotives. This paper proposes a controllable harmonic generating method (CHGM) for measuring the TPSS harmonic impedance by injecting harmonic disturbances of different frequencies and amplitudes into the TPSS. This method applies phase shifted pulse-width modulation (PSPWM) and ensures that the undesired sideband harmonics can be negligible while the desired harmonic is both controllable and adjustable. Multiple harmonics can be emitted at the same time. The implementation of the method is also presented. Simulations are carried out to validate the performance of the proposed method. Finally, experimental results on a 5 H-bridge converters platform verified the effectiveness and feasibility of the proposed method.

Case Study for Improvement of Marine Clay and Dredgedfill Ground by CGS Method (CGS공법에 의한 해성점토 및 준설매립지반의 기초보강 사례)

  • Shin, Eun-Chul;Chung, Duek-Kyo;Seo, Kui-Chang;Lee, Myung-Shin
    • Proceedings of the Korean Geotechical Society Conference
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    • 2010.03a
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    • pp.480-488
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    • 2010
  • The CGS method is non-discharge replacement method improving ground stiffness by the effect of static compaction with injecting very low slump mortar into ground, and is applied for increasing bearing capacity and filling ground cavity by lifting or restoring differential settled structures and preventing differential settlement. This paper suggests design of ground improvement and construction case history for civil engineering structures by CGS method. This method can be used for reinforcing soft ground and liquefaction of loose sandy soil. This method was used in SongDo area in Incheon Economic Free Zone due to its low vibration of ground while it can improve the soft soil where underground structures(subway and box culvert) are already existed.

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Power Allocation Method for Multiple ESS Control Considering SOC Balancing in Microgrids (마이크로그리드에서 SOC균형을 고려한 ESS의 충·방전 전력배분 방법)

  • Lee, Sang-Wook;Park, Juneho
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.66 no.2
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    • pp.292-299
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    • 2017
  • In this paper, multiple ESS(Energy Storage System) control strategy for microgrids is presented. Installation of ESS becomes mandatory when microgrids are used to supply high quality power to the loads. The one of main functions of the ESS is to maintain power balance. However ESS has limitation of its capacity and instantaneous injecting power. Power allocation method based on SOC(State Of Charge) of each ESS is proposed. P-Q control is employed as the basic control strategy for the distributed ESSs. By using the proposed method, the coefficients in the conventional P-Q control method are modified. The ESSs with higher SOC inject more active power, while those with lower SOC inject less, leading to more balanced SOC levels among the ESSs. The proposed method is demonstrated by simulation using PSCAD/EMTDC.

A Novel Hybrid Islanding Detection Method Using Digital Lock-In Amplifier (디지털 록인 앰프를 이용한 새로운 하이브리드 방식의 단독운전 검출법)

  • Ashraf, Muhammad Noman;Choi, Woojin
    • Proceedings of the KIPE Conference
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    • 2019.07a
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    • pp.77-79
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    • 2019
  • Islanding detection is one of the most important issues for the distributed generation (DG) systems connected to the power grid. The conventional passive islanding detection methods inherently have a non-detection zone (NDZ), and active islanding detection methods may deteriorate the power quality of a power system. This paper proposes a novel hybrid islanding detection method based on Digital Lock-In Amplifier with no NDZ by monitoring the harmonics present in the grid. Proposed method detects islanding by passively monitoring the grid voltage harmonics and verify it by injecting small perturbation for only three-line cycles. Unlike FFT for the harmonic extraction, DLA HC have lower computational burden, moreover, DLA can monitor harmonic in real time, whereas, FFT has certain propagation delay. The simulation results are presented to highlight the effectiveness of the proposed technique. In order to prove the performance of the proposed method it is compared with several passive islanding detection methods. The experimental results confirm that the proposed method exhibits outstanding performance as compared to the conventional methods.

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Analysis of Optimized Injection Method for Active Power Filter of Current Injection Type (전류주입식 능동전력 필터를 위한 최적주입방법의 해석)

  • 박민호;최규하
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.35 no.7
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    • pp.296-303
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    • 1986
  • The active filter of current injection type is the device which eliminates the harmonics in ac line by injecting the harmonic compensating current into the ac side. And its harmonic reduction performance is entirely dependent on the control scheme of the current-fed inverter and the harmonic compensating current becomes the PWM wave by the inverter. This PWM compensating current can be determined by selecting the switching function properly which eliminates the harmonics up to any order with using no independent sources. The new injection current model is derived by the proposed method which is called the optimized injection method. The overall characteristics of the proposed method are investigated through digital computation and the feasibility is proved with experimental results obtained from the Z-80 microcomputer control of the active filter.

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Disassembly and De-Compilation Based Data Logging for Mobile App Usage Analysis (모바일 앱 사용행태 분석을 위한 역컴파일 및 역어셈블 데이터 로깅)

  • Kim, Myoung-Jun;Nam, Yanghee
    • Journal of Information Technology Applications and Management
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    • v.21 no.4
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    • pp.127-139
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    • 2014
  • This study presents a logging method to trace the usage patterns of existing smartphone apps. The actual smartphone app itself, not a specially developed similar app with usage logging, would be used best for the experiment of observing the usage patterns. For this purpose, we used a method of injecting logging codes into existing smartphone app. Using this method, we conducted an experiment to trace usage patterns of a commercial IPTV app, and found that the method is very useful for acquiring detail usage log without influencing participants.

A New Injection Method of Harmonic Compensation Current by Active AC Power Filter (능동형 교류 전력 필터에 의한 고조파 보상전류의 새로운 주입방식)

  • 박민호;최규하
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.34 no.9
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    • pp.361-367
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    • 1985
  • A new injection method is proposed for active power filters to eliminate AC harmonics in ac input current of nonlinear loads such as rectifiers. By injecting the PWM current determined by the proposed injection method, all the harmonics up to order nn can be eliminated to exactly zero. This PWM injection current can be generated by sampling total harmonic wave at the rate of M and the sampled values are converted into the proposed PWM wave with N pulse-width variables and adjustable current magnitude Im. These variables are deetermined by solving a set of N nonlinear harmonic equations and the harmonic-elimination characteristics of the new injection are investigated through digital computer sinmulation. Also by comparing between the simulated results and the ones synthesized by data stored in EPROM, the possibility of the suggested injection method can be shown.

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