• 제목/요약/키워드: Impulse response analysis

검색결과 334건 처리시간 0.03초

음향충격법과 인공신경망에 의한 파란 검출 (Acoustic Impulse Method with Neural Network for Detection of Cracks in Eggshell)

  • 최완규;조한근;백진하;장영창
    • Journal of Biosystems Engineering
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    • 제23권6호
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    • pp.621-628
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    • 1998
  • In order to develop an inspection algorithm for an automatic eggshell inspection system, acoustic impulse response with neural network method was studied. An improved error backpropagation algorithm was selected as a loaming rule of neural network, and three layer network was chosen for the neural network architecture. Acoustic signals in time domain and theirs power spectrum were studied as the input to the neural network. The classification feasibility and success rate were investigated in terms of statistical analysis and neural network approach. As a result, the success rate was 95% with the statistical model having five independent variables. Among the neural network models studied, the power spectrum of acoustic signal as the input with 64 input neurons and the two impact data showed the success rate of 95.5% which was slightly higher than of statistical analysis.

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Transient Analysis and Leakage Detection Algorithm using GA and HS algorithm for a Pipeline System

  • Kim Sang-Hyun;Yoo Wan-Suk;Oh Kwang-Jung;Hwang In-Sung;Oh Jeong-Eun
    • Journal of Mechanical Science and Technology
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    • 제20권3호
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    • pp.426-434
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    • 2006
  • The impact of leakage was incorporated into the transfer functions of the complex head and discharge. The impedance transfer functions for the various leaking pipeline systems were also derived. Hydraulic transients could be efficiently analyzed by the developed method. The simulation of normalized pressure variation using the method of characteristics and the impulse response method shows good agreement to the condition of turbulent flow. The leak calibration could be performed by incorporation of the impulse response method with Genetic Algorithm (GA) and Harmony Search (HS). The objective functions for the leakage detection can be made using the pressure-head response at the valve, or the pressure-head or the flow response at a certain point of the pipeline located upstream from the valve. The proposed method is not constrained by the Courant number to control the numerical dissipation of the method of characteristics. The limitations associated with the discreteness of the pipeline system in the inverse transient analysis can be neglected in the proposed method.

임펄스 응답 신호를 이용한 인체 채널 분석 (Analysis of Human Body Channel Based on Impulse Response Signals)

  • 강태욱;이재진;오왕록
    • 전기전자학회논문지
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    • 제26권1호
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    • pp.36-42
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    • 2022
  • 본 연구에서는 전기 신호 경로로서의 인체 채널에 대해 임펄스 응답 신호를 이용한 분석 결과를 제시한다. 최근, 인체 통신(human body communications)은 착용형 또는 임플란트형 센서 디바이스 간의 통신 방법으로 인체 영역 통신망(wireless body area networks)을 구성하는 효과적인 접근방법으로 제시되고 있다. 인체 통신 시스템 설계에 중요한 지침인 인체 채널 특성 제공을 위해, 자체 제작한 채널 응답측정장치를 사용하고 용량성 커플링(capacitive coupling) 특성에 적합한 실험환경을 구축하여 측정을 수행하고 그 분석한 결과를 제시한다. 측정 신호에 대한 신호처리 과정으로 임펄스 응답을 효과적으로 추출하여, 0 MHz에서 100 MHz 사이의 주파수 분석을 통해 평균 경로 손실 약 46.8 dB를 제시하고 주파수별 경로 손실 특성을 확인할 수 있다. 또한, 본 연구는 인체 통신 시스템의 수신기 신호 대 잡음비(signal-to-noise ratio) 예측을 위한 수신기 필터의 커패시터와 저항값 변화에 따른 전체 측정 주파수와 기저 대역 신호의 검출 성능 결정에 영향을 주는 3 MHz 이하 대역에서의 상대적인 잡음 전력을 제시하였다.

근접장 광기록용 슬라이더의 동특성 분석 (Dynamic Analysis of a Slider in Near-field Optical Recording Disk Drive)

  • 안채헌;임경화
    • 한국소음진동공학회논문집
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    • 제13권3호
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    • pp.164-171
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    • 2003
  • Dynamic analysis using impulse responses is formulated to estimate effect of slider rail shape on dynamic responses in near-field optical recording drive. Impulse responses are obtained on numerical nonlinear model including rigid motion of a slider and fluid motion of an air bearing under the slider. Dynamic characteristics of slider motion are evaluated by utilizing the decay ratio of impulse responses and modal frequencies from frequency response functions. The dynamic characteristics of the designed NFR slider are checked by comparing those of a HDD slider(Nutcracker). Also, sensitivities of slider Position conditions and rotation speed on the dynamic characteristics are investigated.

동결 토양에서 지중방전을 고려한 소규모 전극의 과도접지임피던스 특성 (Transient Ground Impedance of Small-sized Ground Electrode considering Underground Discharge in Frozen Soil)

  • 이태형;조성철;엄주홍;이복희
    • 한국조명전기설비학회:학술대회논문집
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    • 한국조명전기설비학회 2009년도 춘계학술대회 논문집
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    • pp.324-327
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    • 2009
  • This paper presents the transient impedance in a discharge region when high voltage lightning impulse is applied to small-sized ground electrodes in frozen soil. For a realistic analysis of ionization characteristics near the ground electrode in the soil, ground rod installed outdoors and high voltage impulse voltage generator were used. From the analysis of response voltage and current flowing ground electrode to earth, it was verified that the ionization near the ground electrode contributes to reduction of ground impedance and limits the ground potential rise effectively under high impulse voltage.

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Analysis of Antenna Impact on Wide-band Indoor Radio Channel and Measurement Results at 1 GHz, 5.5 GHz, 10 GHz and 18 GHz

  • Santella, Giovanni
    • Journal of Communications and Networks
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    • 제1권3호
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    • pp.166-181
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    • 1999
  • The object of this paper is to investigate the influence of antenna pattern on indoor radio channel characteristics. Different from previous works where this analysis was carried out at a fixed frequency using different antennas, in the present paper (where measurements were taken in a wide frequency range) the variation of the radiation pattern was caused by two factors: the change of the radiation pattern when the same antenna was used at different frequenicies and the use of different type of antennas. To carry out this analysis, frequency domain measurements of the indoor radio channel at 1 GHz, 5.5 GHz, 10 GHz and 18 GHz were collected. Measurements were taken using a network analyzer. Serveral re-alizations of the channel transfer function were obtained varying, for each measurement, the positon of the transmitter and keep-ing the receiver fixed. Estimate of the channel impulse response was obtained from the Inverse Fourier Transform (IFT) of the fre-quency response. The measurements were performed in an office enviroment with mostly metallic walls and inner separations. The obtained data were elaborated to obtain the power versus distance relationship, the Cummulative Distribution Functions(CDFs) of rms Delay Spread(DS) and of the 3 dB frequency correlation band-width. Finally, the 3 dB width of the frequency correlation func-tion has been empirically related to the inverse of the rms DS of the impulse response.

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VAR 모형을 이용한 크기별 완도 전복가격의 선도가격 분석 (A Leading-price Analysis of Wando Abalone Producer Prices by Shell Size Using VAR Model)

  • 남종오;심성현
    • Ocean and Polar Research
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    • 제36권4호
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    • pp.327-341
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    • 2014
  • This study aims to analyze causality among Wando abalone producer prices by size using a vector autoregressive model to expiscate the leading-price of Wando abalone in various price classes by size per kg. This study, using an analytical approach, applies a unit-root test for stability of data, a Granger causality test to learn about interaction among price classes by size for Wando abalone, and a vector autoregressive model to estimate the statistical impact among t-1 variables used in the model. As a result of our leading-price analysis of Wando abalone producer prices by shell size using a VAR model, first, DF, PP, and KPSS tests showed that the Wando abalone monthly price change rate by size differentiated by logarithm were stable. Second, the Granger causality relationship analysis showed that the price change rate for big size abalone weakly led the price change rate for the small and medium sizes of abalone. Third, the vector autoregressive model showed that three price change rates of t-1 period variables statistically, significantly impacted price change rates of own size and other sizes in t period. Fourth, the impulse response analysis indicated that the impulse responses of structural shocks for price change rate for big size abalone was relatively more powerful in its own size and in other sizes than shocks emanating from other sizes. Fifth, the variance decomposition analysis indicated that the price change rate for big size abalone was relatively more influential than the price change rates for medium and small size abalone.

콘크리트 배면공동 탐지를 위한 GPR, IE 및 IR기법의 복합 적용 (Integrated Application of GPR, IE and IR Methods to Detection of the Rear Cavity of Concrete)

  • 노명근;오석훈;장봉석
    • 지구물리와물리탐사
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    • 제12권4호
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    • pp.338-346
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    • 2009
  • 콘크리트의 배면에 위치하는 공동을 탐지하기 위해 실제 구조물과 같은 스케일의 모형을 제작하여 비파괴 검사로 널리 사용되는 GPR (ground penetrating radar)탐사와 충격반향기법(IE; impact echo), 충격응답기법(IR; impulse response)을 복합적으로 적용하였다. 콘크리트 모형은 철근 및 공동의 유무에 따라 다양한 반응을 관찰할 수 있도록 설계 하였다. GPR 탐사결과 공동의 유무에 따라 반응의 차이가 나타났지만 정확하게 공동의 존재를 파악하기 어려웠으며, 주로 건전도 측정을 위해 지반조사에 활용되었던 IE 및 IR 기법은 공동의 유무를 구분할 수 있는 반응을 보여주었다. 각 탐사의 적용 결과 철근의 존재에 따라 각 방법별로 배면의 공동을 탐지하는데 반응의 변화가 나타나긴 했지만, 세 가지 방법을 복합적으로 적용하였을 때 단일 탐사를 이용한 결과보다 정확하게 배면 공동의 위치를 파악할 수 있었다.

충격량에 대한 응답을 고려한 폭발강화격벽 설계 방법 연구 (A Study on Design Method of Blast Hardened Bulkhead Considering the Response of Shock Impulse)

  • 곽묘정;윤준영;권승민;노유정
    • 대한조선학회논문집
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    • 제60권1호
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    • pp.10-19
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    • 2023
  • Blast Hardened Bulkhead (BHB) is an important measure that can increase the ship's survivability as well as protect the lives of the crew by mitigating the damage extent caused by an internal explosion in the ship. In particular, both the pressure and the shock impulse should be considered when designing the BHB against reflected shock waves having a high pressure with a short duration. This study proposes a design method for BHB that considers both the pressure and the shock impulse generated during the internal explosion. In addition, analysis and design concepts for accident loads such as explosion, fire, and collision of NORSOK and DNVGL, one of the international design guidelines for the curtain plate type blast hardened bulkhead type applied by the Korean Navy, are utilized. If this method is applied, it is expected that it can be used as a design concept for the pressure as well as the shock impulse of the explosion load of the curtain plate.

음파를 이용한 덕트 내 불균일 단면적의 역문제적 재구성 (Inverse Reconstruction of Sectional Area in Nonuniform Ducts by Using the Acoustical Measurement)

  • 김회전;이정권
    • 한국음향학회지
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    • 제20권6호
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    • pp.9-16
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    • 2001
  • 본 논문에서는 음파를 이용하여 덕트 내 길이 방향으로의 불균일 단면적을 역문제적으로 측정하는 방법에 대해서 연구하였다. 음파를 사사용하여 덕트 단면적을 구하는 이론 및 실험방법 등에 대해서 많은 연구가 되어왔으나, 본 연구에서는 덕트 내 충격응답을 구하고 이를 재구성 알고리즘에 대입하여 덕트 내 단면적을 구하는 방법을 채택하였다. 충격 가진을 통하여 덕트 내 충격응답을 구하는 기존 방법의 문제점을 살펴보았고, 광대역 가진 방법을 새로 제안하였다. 실험 및 이론적 고찰을 통하여 새로운 방법이 기존의 방법보다 면적 재구성 오차가 적음을 보였다. 덕트 단면적을 재구성 할 때의 오차 원인과 불규칙 잡음에 의한 오차범위를 파악하기 위하여 오차해석을 수행하여 음파를 이용한 면적 재구성 방법의 적용범위 및 대상을 명확히 하였다.

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