• Title/Summary/Keyword: impedance network

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1-D CNN deep learning of impedance signals for damage monitoring in concrete anchorage

  • Quoc-Bao Ta;Quang-Quang Pham;Ngoc-Lan Pham;Jeong-Tae Kim
    • Structural Monitoring and Maintenance
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    • v.10 no.1
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    • pp.43-62
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    • 2023
  • Damage monitoring is a prerequisite step to ensure the safety and performance of concrete structures. Smart aggregate (SA) technique has been proven for its advantage to detect early-stage internal cracks in concrete. In this study, a 1-D CNN-based method is developed for autonomously classifying the damage feature in a concrete anchorage zone using the raw impedance signatures of the embedded SA sensor. Firstly, an overview of the developed method is presented. The fundamental theory of the SA technique is outlined. Also, a 1-D CNN classification model using the impedance signals is constructed. Secondly, the experiment on the SA-embedded concrete anchorage zone is carried out, and the impedance signals of the SA sensor are recorded under different applied force levels. Finally, the feasibility of the developed 1-D CNN model is examined to classify concrete damage features via noise-contaminated signals. The results show that the developed method can accurately classify the damaged features in the concrete anchorage zone.

Impedance Characteristics of Overhead Medium-Voltage Power lines for Power Line Communication (전력선통신을 위한 고압 배전선로의 임피던스 특성)

  • Chun Dong-wan;Park Young-jin;Kim Kwan-ho;Shin Chull-chai
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.42 no.11
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    • pp.67-78
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    • 2005
  • In this paper, impedance characteristics of overhead medium-voltage (MV) power line for power line communication (PLC) is analyzed. For analysis, a two-port equivalent network model of MV power lines is derived. By applying the equivalent model and basic transmission line theory, input impedance at the signal induction part is calculated. And also calculated input impedance of power line itself that the medium voltage coupler and coaxial cable effect are removed. For verification, impedance of power lines is measured at a test field for an MV PLC. The results show that impedance of MV power line itself is between $200\;{\Omega}\;and\;300\;{\Omega}$ and converges to a half of their characteristic impedance with increasing frequency. And also measured data is very similar to calculated data.

Input Impedance Calculation of the Power Line Communication System (전력선 통신 시스템의 입력 임피던스 계산)

  • Chun, Dong-wan;Lee, Jin-taek;Park, Young-Jin;Kim, Kwan-Ho;Shin, Chull-Chai
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.9A
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    • pp.983-990
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    • 2004
  • In this paper, we calculated the input impedance of the power line communication(PLC) networks using medium voltage power line. First of all, we proposed input and output teoninal model of PLC network, and calculated the input impedance applying the attenuation constants by radiation loss, conductor loss, dielectric loss. From the calculation result, we knew that the attenuation by radiation loss was largest, and the input impedance appears like a standing wave fonn with a fixed cycle because the high reflection at the input terminal for the characteristic impedance of the power line is very large. And also the cycle of input impedance depends on the coaxial cable length, and the amplitude depends on the characteristic impedance of power line and losses. From the measurement result, calculated result was very similar to the measured result.

Diagnosis of Processing Equipment Using Neural Network Recognition of Radio Frequency Impedance Matching

  • Kim, Byungwhan
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.157.1-157
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    • 2001
  • A new methodology is presented to diagnose faults in equipment plasma. This is accomplished by using neural networks as a pattern recognizer of radio frequency(rf) impedance match data. Using a realtime match monitor system, the match data were collected. The monitor system consisted mainly of a multifunction board and a signal flow diagram coded by Visual Designer. Plasma anomaly was effectively represented by electrical match positions. Twenty sets of fault-symptom patterns were experimentally simulated with experimental variations in process factors, which include rf source power, pressure, Ar and O$_2$ flow rates. As the inputs to neural networks, two means and standard deviations of positions were used ...

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Open-Ended Two-Strip Meander-Line Antenna for RFID Tags

  • Son, Hae-Won;Choi, Gil-Young;Pyo, Cheol-Sig
    • ETRI Journal
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    • v.28 no.3
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    • pp.383-385
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    • 2006
  • A new meander-line antenna consisting of two open-ended strips is proposed for a compact and broadband UHF radio frequency identification tag. An equivalent circuit model for the proposed antenna is derived and used to perform a simple and wideband impedance match to an arbitrary complex impedance of a tag chip without any additional matching network. The performance of the proposed antenna is validated by comparing calculated and measured results, which show good agreement.

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Real Time CUSUM Control of Plasma Impedance Matching Network (플라즈마 임피이던스 정합망 실시간 CUSUM 제어)

  • Kim, Woo-Suk;Kim, Byung-Whan
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.1844-1845
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    • 2007
  • A CUSUM control chart was used to monitor semiconductor plasma equipment. The performance of plasma monitoring was evaluated with various combinations of design variables involved in CUCUM control chart. Experimental data collected by using a real-time matching monitoring system include electrical positions of impedance and phase positions, and reflected power. The evaluation revealed that by determining specific design variables plasma states could be more strictly monitored.

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Design and Control of Modified Switched Inductor-ZSI (변형 SL-ZSI의 설계 및 제어)

  • Vu, Ho-Anh;Chun, Tae-Won;Lee, Hong-Hee;Kim, Heung-Geun;Nho, Eui-Cheol
    • Proceedings of the KIPE Conference
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    • 2013.11a
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    • pp.105-106
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    • 2013
  • This paper proposes a new topology with active switched-capacitor and switched-inductor impedance network, which can obtain a high boost factor with small shoot-through time. The proposed topology uses an active switched capacitor and switched-inductor impedance network in order to couple the main circuit and input dc source for boosting the output voltage. The proposed topology contains all advantages of the classical Z-source inverter. Comparing with other topologies, the proposed topology uses lesser component and the voltage boost inversion ability significantly increases. The theoretical analysis, pulse width modulation control strategies, and a comparison with classical ZSI have been given in this paper. Both simulation and experimental results will be presented to verify the advantages of the proposed topology.

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A Quarter-Wavelength Open Circuited Microstripline Slot Array ($\lambda$g/4 개방 마이크로스트립 선로 스로트의 배열)

  • 배정이
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.19 no.6
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    • pp.80-83
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    • 1982
  • A quarter-wavelength open circuited microstripline slot array is realized at X-band froquency. The optimal feeding point is experimentally determined. The input impedance of the slot array for various frequencies and its radiation pattern are measured. The bandwidth of the slot array is increased by using the 4$\times$4 elements which are slightly different in length and feeding network which is suggested in this papers.

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Quantification Method of Kinesthetic Sense of Arm with Compensation for Individual Difference (개인차 보상을 고려한 팔운동감의 정량화 방법)

  • 정웅철;송재복;김용일
    • Journal of the Korean Society for Precision Engineering
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    • v.17 no.2
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    • pp.227-234
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    • 2000
  • The human sensibility caused by the motion of an object grasped by a human operator is defined as kinesthetic sense of arm. Due to nonlinearity and ambiguity of human sense, there is no absolute standard for quantification of kinesthetic sense. In this research, a so-called 2-dimensional arm motion generator is developed to present various mechanical impedance (i.e., stiffness or damping) characteristics to a human arm. The kinesthetic words representing arm kinesthetic sense are selected and then the subject's satisfaction levels on these words for given impedance values are measured and processed by the SD method and factor analysis. In addition, the quantification method using neural network is proposed to take into account the individual difference between the mean sensibility and each subject's sensibility. Through this proposed algorithm, the sensibility of human motion described qualitatively can be converted into engineering data ensuring objectivity, reproducibility, and universality.

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A Study on Conducted EMI Emission Characteristics in 3-Phase PWM Converter (3상 PWM 컨버터의 전도성 EMI 특성에 관한 연구)

  • 채영민;고재석;목형수;최규하;홍순찬;백수현;이은웅
    • The Transactions of the Korean Institute of Power Electronics
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    • v.2 no.2
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    • pp.41-48
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    • 1997
  • Nowadays, EMI emission characteristics, which causes harmful effect on power distribution system and other equipments, have been studied in field of Power electronics, vigoriously. So, in this paper, the conducted EMI emission is measured and compared for 3-phase diode rectifier and PWM converter according to switching frequency variation and current control method change using LISN(Line Impedance Stabilization Network) and spectrum analyzer.

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