• 제목/요약/키워드: mixed noise

검색결과 341건 처리시간 0.025초

혼합필터와 주파수분석기법을 이용한 교류 아크 검출 기법 (AC Arc Detection Method using Mixed Filter and Frequency Analysis)

  • 장동욱;박성희;이강원
    • 전기학회논문지P
    • /
    • 제66권4호
    • /
    • pp.200-205
    • /
    • 2017
  • In this paper, we propose a technique to determine the normal and arc of an alternating current using a mixed filter composed of an average filter and a band-pass filter and a frequency analysis. The proposed method uses the moving average filter of the FIR filter structure for noise removal and the band-pass filter of the IIR filter structure for detecting only specific frequency components after normalizing the measured current signal based on the maximum value. After performing Fast Fourier Transform (FFT) using the band-pass filtered signal, the total energy is calculated using the magnitude component of the frequency, and the arc is detected using the magnitude of the calculated energy. In order to show the validity of the proposed method, we experimented with various data and found that arc and steady state can be easily discriminated by calculating spectral energy. Therefore, it is considered that the proposed method can be applied to arc diagnosis of low voltage electric wire.

다중 정규화 매개 변수를 이용한 혼합 norm 영상 복원 방식 (A Mixed Norm Image Restoration Algorithm Using Multi Regularization Parameters)

  • 최권열;김명진;홍민철
    • 한국통신학회논문지
    • /
    • 제32권11C호
    • /
    • pp.1073-1078
    • /
    • 2007
  • 본 논문에서는 다중 정규화 매개 변수를 이용한 혼합 norm 영상 복원 방식을 제안한다. 임의의 분포를 갖는 첨가 노이즈를 효율적으로 제거하기 위해 정규화 완화 $l_2$ 함수와 정규화 완화 $l_4$ 함수를 결합한 새로운 혼합 norm 정규화 완화 함수가 유도된다. 각 완화 함수의 완화도를 제어하기 위해 개별적인 정규화 매개 변수가 정의되고, 정규화 완화 $l_2$ 함수와 정규화 완화 $l_4$ 함수의 상대적 기여도를 제어하기 위한 혼합 norm 정규화 매개 변수가 kurtosis를 이용해 정의된다. 안정적인 해를 얻기 위해 반복기법이 사용되었으며, 이들의 수렴 여부가 분석되었다. 다양한 분포를 갖는 첨가 노이즈가 실험에 사용되었으며, 이를 통해서 제안된 방식의 성능을 평가할 수 있었다.

Laver Farm Feature Extraction From Landsat ETM+ Using Independent Component Analysis

  • Han J. G.;Yeon Y. K.;Chi K. H.;Hwang J. H.
    • 대한원격탐사학회:학술대회논문집
    • /
    • 대한원격탐사학회 2004년도 Proceedings of ISRS 2004
    • /
    • pp.359-362
    • /
    • 2004
  • In multi-dimensional image, ICA-based feature extraction algorithm, which is proposed in this paper, is for the purpose of detecting target feature about pixel assumed as a linear mixed spectrum sphere, which is consisted of each different type of material object (target feature and background feature) in spectrum sphere of reflectance of each pixel. Landsat ETM+ satellite image is consisted of multi-dimensional data structure and, there is target feature, which is purposed to extract and various background image is mixed. In this paper, in order to eliminate background features (tidal flat, seawater and etc) around target feature (laver farm) effectively, pixel spectrum sphere of target feature is projected onto the orthogonal spectrum sphere of background feature. The rest amount of spectrum sphere of target feature in the pixel can be presumed to remove spectrum sphere of background feature. In order to make sure the excellence of feature extraction method based on ICA, which is proposed in this paper, laver farm feature extraction from Landsat ETM+ satellite image is applied. Also, In the side of feature extraction accuracy and the noise level, which is still remaining not to remove after feature extraction, we have conducted a comparing test with traditionally most popular method, maximum-likelihood. As a consequence, the proposed method from this paper can effectively eliminate background features around mixed spectrum sphere to extract target feature. So, we found that it had excellent detection efficiency.

  • PDF

임시교실용 모듈러 건축물의 품질기준 마련을 위한 특성비교 (Comparison of Characteristics for Establishing Quality Standards of Modular Buildings for Temporary Classrooms)

  • 이종성;박재웅;임군수;김종;한민철;한천구
    • 한국건축시공학회:학술대회논문집
    • /
    • 한국건축시공학회 2023년도 봄 학술논문 발표대회
    • /
    • pp.83-84
    • /
    • 2023
  • Wall structure smart modular is a building construction method where modules are manufactured in a factory and assembled on-site. This method is gaining popularity in the construction industry as it reduces construction time and mitigates risks such as material supply and labor costs. Wall structure smart modular is necessary as it provides comfortable temporary classroom space during renovation and remodeling of aging school buildings. The structure and characteristics of each type of temporary classroom modular were compared, and wall structure modular showed superior performance in terms of height and weight competitiveness compared to mixed structures. With these advantages, wall structure modular can ensure economic efficiency and recyclability as a temporary classroom. In the future, we aim to compare and analyze the standards such as inter-floor noise and heat transfer coefficient for wall structure and mixed structures.

  • PDF

퍼지 클러스터 필터와 가중화 된 벡터 $\alpha$-trimmed 평균 필터를 이용한 칼라 영상처리 (Color Image Processing using Fuzzy Cluster Filters and Weighted Vector $\alpha$-trimmed Mean Filter)

  • 엄경배;이준환
    • 한국통신학회논문지
    • /
    • 제24권9B호
    • /
    • pp.1731-1741
    • /
    • 1999
  • 칼라 영상은 센서 잡음이나 채널 전송 에러에 의해 생기는 잡음에 의해 자주 오염되어진다. 이러한 칼라 잡음을 제거하기 위해 벡터 미디안, 벡터 $\alpha$-trimmed 평균 필터 등 여러 형태의 필터들이 개발되어져 왔다. 본 논문에서 제안된 클러스터 필터는 잡음에 오염된 환경 하에서 강건한 소속함수 값을 얻을 수 있는 가능적 c-mean 클러스터링 방법을 이용하였다. 또한, 본 논문에서는 혼합된 잡음에서 우수한 벡터 $\alpha$-trimmed 평균 필터를 개선하여, 원도우내의 화소중 중심에 위치한 화소에는 더 가중치를 부여하여 가중화 된 평균 필터링을 수행하는 가중화 벡터$\alpha$-trimmed 평균 필터를 제안하였다. 본 논문에서는 칼라 잡음이 발생한 영상에서 제안된 필터들의 성능을 평가하기 위해 칼라 잡음 발생기를 구현하였으며, 실험 결과는 NCD 척도 및 관측자의 시각에 의해 평가되었다. 실험 결과 제안된 퍼지 클러스터 필터는 NCD 관점에서 기존의 필터들에 비해 혼합된 잡음에서 우수한 성능을 보였고, 제안된 가중화된 벡터 $\alpha$-trimmed 평균 필터는 벡터 $\alpha$-trimmed 평균 필터에 비해 어떠한 잡음 하에서도 양호한 결과를 보였다.

  • PDF

낮은 신호 대 잡음비 특성을 지닌 탄성파 신호에 적합한 P파 도달시간 결정 알고리즘 연구 (A Study on the P Wave Arrival Time Determination Algorithm of Acoustic Emission (AE) Suitable for P Waves with Low Signal-to-Noise Ratios)

  • 이경수;김진섭;이창수;윤찬훈;최종원
    • 터널과지하공간
    • /
    • 제21권5호
    • /
    • pp.349-358
    • /
    • 2011
  • 본 연구에서는 방사성폐기물처분장에서 발생하는 탄성파와 같이 낮은 신호 대 잡음비로 인하여 P파의 식별이 어려운 신호에 적합한 P파 도달시간 결정 알고리즘에 대한 연구를 수행하였다. 사용된 알고리즘은 임계 전압법, Akaike Information Criterion(AIC), Two step AIC, Hinkley criterion이며 샤프심 압절법에 의하여 생성된 탄성파 신호에 white noise를 적용하여 신호 대 잡음비를 낮추었다. 실험결과 임계전압, AIC, Hinkley criterion 알고리즘의 경우 배경잡음 수준이 증가함에 따라 P파 도달시간의 정확성은 감소하였으나 Two step AIC 알고리즘의 경우 1차적으로 결정된 P파의 도달시간 주변의 신호를 중심으로 특성함수와 AIC 알고리즘을 반복적으로 적용함에 따라 배경잡음 수준에 관계없이 정확한 결과를 나타냈다.

풀러렌이 혼입된 나피온기반 나노복합체 작동기의 성능평가 (Performance Test of Nano-Composite Actuator Based on Fullerene Mixed Nafion)

  • 정정환;오일권
    • 한국소음진동공학회:학술대회논문집
    • /
    • 한국소음진동공학회 2008년도 추계학술대회논문집
    • /
    • pp.374-375
    • /
    • 2008
  • In this study, the nano-composite actuator based on Fullerene and Nafion was newly developed to improve the electro active polymer actuators. The tensile test was employed to define the mechanical stiffness and strength of the nano-composite membrane. Also, the bending displacement of the Fullerene-Nafion based nano-composite actuator was investigated under DC and AC excitations with various magnitudes and frequencies. As a result, the new nano-composite actuator based on Fullerene-Nafion shows much larger deformation than the pure Nafion based actuator and solves the straightening back Problem of the previous electro active polymer actuators.

  • PDF

혁신확산이론을 바탕으로 한 정보통신기술의 수용요인에 관한 분석적 실증연구 (An Analytical Study of ICT Adoption based on Diffusion Innovation Theory)

  • 이상근;강민철;김보연
    • 한국정보시스템학회지:정보시스템연구
    • /
    • 제14권2호
    • /
    • pp.257-276
    • /
    • 2005
  • This study adopts diffusion of innovation theory and analyses product life cycle on two different information communication technology (ICT) products. One is telematics located on introduction and the other one is MP3 located on maturity. The analytical results were mixed. ordinary least square (OLS) result showed that adoption of MP3 player is affected by white noise error ($\varepsilon$) and telematics is influenced by innovation effect (p coefficient) rather than imitation effect (q coefficient) or white noise error. However, nonlinear least square (NLS) result showed that adoption of MP3 player is affected by imitation effect (q coefficient) rather than innovation effect (p coefficient). In addition, the ratio of imitation effect/innovation effect of MP3 player is larger than that of telematics.

  • PDF

MR 유체를 이용한 엔진마운트의 진동제어 (Vibration Control of an Engine Mount Featuring MR Fluid)

  • 이현희;최승복
    • 한국소음진동공학회:학술대회논문집
    • /
    • 한국소음진동공학회 2001년도 추계학술대회논문집 I
    • /
    • pp.213-218
    • /
    • 2001
  • A magnetorheological(MR) engine mount for a passenger vehicle and its vibration control performance is experimentally evaluated. A mixed-mode model for the MR engine is derived by incorporating Herschel-Bulkely model of the MR fluid. After analyzing the field-dependent damping force, a appropriate size of the MR engine mount is manufactured. The field-dependent is displacement transmissibility of the engine mount is evaluated in the frequency domain at various excitation levels. In addition, time-dependant damping force is experimentally investigated by changing the excitation amplitude.

  • PDF

유한요소 모델 개선 프로그램 개발 (Development of finite element model updating program)

  • 왕세명;고창성
    • 한국소음진동공학회:학술대회논문집
    • /
    • 한국소음진동공학회 2000년도 춘계학술대회논문집
    • /
    • pp.1633-1640
    • /
    • 2000
  • The finite element analysis (FEA) is widely used in modem structural dynamics because the performance of structure can be predicted in early stage. However, due to the difficult in determination of various uncertain parameters, it is not be easy to obtain a reliable finite element model. To overcome these difficulties, updating program of FE model is developed by consisting of pretest, correlation and updating. In correlation, it calculates modal assurance criteria, cross orthogonality, mixed orthogonality and coordinate modal assurance criteria. For the model updating, the continuum sensitivity analysis and design optimization tool (DOT) are used. The SENSUP program is developed for model updating to obtain physical parameter sensitivity. The developed program is applied to practical examples such as the base plate of HDD, BLDC spindle motor, and upper housing of induction motor. And the sensor placement for the square plate is compared using several methods.

  • PDF