• 제목/요약/키워드: cross-correlation coefficient (CC)

검색결과 4건 처리시간 0.016초

Damage detction and characterization using EMI technique under varying axial load

  • Lim, Yee Yan;Soh, Chee Kiong
    • Smart Structures and Systems
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    • 제11권4호
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    • pp.349-364
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    • 2013
  • Recently, researchers in the field of structural health monitoring (SHM) have been rigorously striving to replace the conventional NDE techniques with the smart material based SHM techniques, employing smart materials such as piezoelectric materials. For instance, the electromechanical impedance (EMI) technique employing piezo-impedance (lead zirconate titanate, PZT) transducer is known for its sensitivity in detecting local damage. For practical applications, various external factors such as fluctuations of temperature and loading, affecting the effectiveness of the EMI technique ought to be understood and compensated. This paper aims at investigating the damage monitoring capability of EMI technique in the presence of axial stress with fixed boundary condition. A compensation technique using effective frequency shift (EFS) by cross-correlation analysis was incorporated to compensate the effect of loading and boundary stiffening. Experimental tests were conducted by inducing damages on lab-sized aluminium beams in the presence of tensile and compressive forces. Two types of damages, crack propagation and bolts loosening were simulated. With EFS for compensation, both cross-correlation coefficient (CC) index and reduction in peak frequency were found to be efficient in characterizing damages in the presence of varying axial loading.

Predicting of Uncorrected Astigmatism from Decimal Visual Acuity in Spherical Equivalent

  • Moon, Byeong-Yeon;Kim, Sang-Yoeb;Cho, Hyun Gug
    • Journal of the Optical Society of Korea
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    • 제17권2호
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    • pp.219-223
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    • 2013
  • The purpose of this study was to determine the relationship between the spherical equivalent visual acuity (VA) and uncorrected astigmatism. On 108 emmetropic eyes, the spherical equivalent VA was measured for cross cylindrical lens (CC lens)-induced astigmatic eyes and the VA-astigmatism relation determined. On 158 astigmatic eyes, the spherical equivalent VA and corrected astigmatism were measured and the measured values were compared with the calculated values from the VA-astigmatism relation by correlation coefficient analysis. Subsequent to that, the relationship between spherical equivalent VA and uncorrected astigmatism was made. The relationship was fitted for an exponential equation. Correlation coefficient between calculated values by equation and measured values for astigmatic eyes was 0.991 (p<0.01). The relationship between the spherical equivalent VA and the uncorrected astigmatism was decided as follows (spherical equivalent VA / uncorrected astigmatism): 1.0 / 0.25 D, 0.9 / 0.50 D, 0.8 / 0.75 D, 0.7 / 1.00 D, 0.6 / 1.25 D, 0.5 / 1.50 D, 0.4 / 2.00 D, 0.3 / 2.50 D, 0.2 / 3.00 D, 0.1 / 4.00 D, and 0.05 / 4.75 D. In conclusion, the relationship table devised from this study is a useful reference for predicting uncorrected astigmatism by measurement of decimal VA in spherical equivalent.

잡음 환경 하에서의 전기-역학적 임피던스 기반 조류발전 구조물의 장기 건전성 모니터링 (Impedance-based Long-term Structural Health Monitoring for Tidal Current Power Plant Structure in Noisy Environments)

  • 민지영;심효진;윤정방;이진학
    • 한국해양공학회지
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    • 제25권4호
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    • pp.59-65
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    • 2011
  • In structural health monitoring (SHM) using electro-mechanical impedance signatures, it is a critical issue for extremely large structures to extract the best damage diagnosis results, while minimizing unknown environmental effects, including temperature, humidity, and acoustic vibration. If the impedance signatures fluctuate because of these factors, these fluctuations should be eliminated because they might hide the characteristics of the host structural damages. This paper presents a long-term SHM technique under an unknown noisy environment for tidal current power plant structures. The obtained impedance signatures contained significant variations during the measurements, especially in the audio frequency range. To eliminate these variations, a continuous principal component analysis was applied, and the results were compared with the conventional approach using the RMSD (Root Mean Square Deviation) and CC (Cross-correlation Coefficient) damage indices. Finally, it was found that this approach could be effectively used for long-term SHM in noisy environments.

고추역병균에 대한 2-N-benzyl-5-Phenoxy-3-isothiazolone 유도체의 살균활성에 관한 비교분자 유사성 지수분석(CoMSIA)과 홀로그램 구조-활성 관계(HQSAR) (Comparative molecular similarity indices analyses (CoMSIA) and hologram quantitative structure activity relationship (HQSAR) on the fungicial activity of 2-N-benzyl-5-phenoxy-3-isothiazolone derivatives against phytophthora blight fungus)

  • 성낙도;김기현
    • 농약과학회지
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    • 제6권3호
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    • pp.209-217
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    • 2002
  • Metalaxyl 살균제 저항성(RPC)과 감수성(SPC) 고추역병균주(Phytaphthora capsici)들에 대한 2-N-benzyl-5-phenoxy-3-isothiazolone 유도체들의 살균활성을 비교분자 유사성 지수분석(CoMSIA)과 홀로그램 구조-활성 관계(HQSAR) 방법으로 분석하였다. 두 균주의 살균활성에 대한 PLS 계산결과, 교차 확인값($q^2$)과 Pearson 상관계수($r^2$) (CoMSIA: RPC; $q^2=0.675,\;r^2=0.942$, SPC; $q^2=0.350,\;r^2=0.876$ 및 HQSAR: RPC; $q^2=0.519,\;r^2=0.869$, SPC; $q^2=0.483,\;r^2=0.990$)를 비교한 바, 두 방법 모두 양호한 분석 결과를 나타내었다. 그리고 CoMSIA 등고도로부터 특히, RPC에 대한 선택적인 살균활성 요소는 phenoxy-기의 meta, para(C1-C6) 위치에 소수성이 작고 입체적으로 크지 않은 H-결합 받게가 치환 될 경우이었으며 CoMSIA 보다는 HQSAR 방법이 높은 예측성을 나타내었다.