• Title/Summary/Keyword: maximum sensitivity

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Analysis of Fatigue Strength in Expansion Joint Weldment of Bridge (교량 신축이음창치 용접부의 피로강도 해석)

  • 이용복;정진성;박영근;김태윤;김호경;박상흡
    • Journal of Welding and Joining
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    • v.16 no.4
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    • pp.73-82
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    • 1998
  • This paper is especially concerned with the weldment between support beam and square bar that plays important roles in control box of Expansion Joint as a brdige structure. Fatigue strength ({TEX}$$\sigma$_{ult}${/TEX}) of the weldment is dependent on notch factor ({TEX}$K_{f}${/TEX}) become important factors to predict fatigue life. The fatigue notch sensitivity (η) for metals can be divided into two types ; high and low notch sensitivity. In this work, the Expansion Joint weldment was found to have low notch sensitivity. The maximum strain distribution during static loading is similar to the FEM analysis. Fatigue test of real structure was performed up to {TEX}$10^{6}${/TEX} cycles to be compared with predicted endurance limit.

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Calculation of Generator Reactive Reserve Considering Network Configuration (전력계통 구조를 고려한 발전기 무효예비력 산정)

  • Seo, Sang-Soo;Kim, Dae-Jeong;Choi, Yoon-Hyuk;Lee, Byong-Jun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.60 no.4
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    • pp.711-716
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    • 2011
  • This paper defines a generator reactive reserve considering power system network. Conventional generator reserve is calculated by the difference between the maximum reactive power output of generator and the current reactive power of generator. However, all generators could not affect on the whole power system. Thus, the effective generators should be selected by sensitivity analysis. The sensitivity depends on network configuration is the relation between generator reactive power outputs and reactive power loads. Using the sensitivity, the effective generator reactive reserve can be calculated.

Sensitivity Analysis of Rockfill Parameters Influencing Crest Displacements of CFRD Subjected to Earthquake Loading (지진하중을 받는 필댐 정부변위에 영향을 미치는 입력물성에 대한 민감도 분석)

  • Ha, Ik-Soo;Shin, Dong-Hoon
    • Proceedings of the Earthquake Engineering Society of Korea Conference
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    • 2006.03a
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    • pp.351-357
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    • 2006
  • In this study, quantitative sensitivity analysis on rockfill material influencing the dam crest displacement of Concrete-Faced Rockfill Dam(CFRD) subjected to earthquake loading was carried out. The purpose of this study is to indicate the most important input parameter and to show the quantitative variation of displacement at the crest of CFR type dam during earthquake loading with this input parameter. From the sensitivity analysis, it was found that the crest displacement of CFR type dam subjected to dynamic loading was absolutely affected by the shear modulus of rockfill material and the effect of friction angle of it was negligible. This relative difference of sensitivity was more outstanding in case of crest settlement than in case of crest horizontal displacement. Also, it was found that the extent of effect of shear modulus on the displacement at the crest of CFRD due to dynamic loading decreased as maximum amplitude of input acceleration increased.

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Sensitivity Analysis for Specifications of Silicon-on-Insulator (SOI) Slot Optical Waveguide-based Single and Add-drop Channel Ring-resonant Biochemical Integrated Optical Sensors (SOI 슬롯 광 도파로 기반 단일 및 삽입-분기 채널 링-공진형 바이오·케미컬 집적광학 센서의 제원에 대한 감도 해석)

  • Jang, Jaesik;Jung, Hongsik
    • Journal of Sensor Science and Technology
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    • v.31 no.2
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    • pp.107-114
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    • 2022
  • The effects of ring radius and coupling spacing on the free spectral range (FSR), full width at half maximum (FWHM), quality factor, and sensitivity of single-channel and add-drop channel slot ring resonators were systematically investigated using FIMMPROP and PICWAVE numerical software. The single-channel ring resonator exhibited better characteristics, namely, a wider FSR and narrower FWHM compared with the add-drop structure; thus, it was evaluated to be more suitable for biochemical sensors. The FSR, FWHM, quality factor, and sensitivity for a single channel ring resonator with a radius of 59.4 ㎛ and coupling gap of 0.5 ㎛ were 2.4 nm, 0.087 nm, 17677, and 550 [nm/RIU], respectively.

A sensitivity analysis of machine learning models on fire-induced spalling of concrete: Revealing the impact of data manipulation on accuracy and explainability

  • Mohammad K. al-Bashiti;M.Z. Naser
    • Computers and Concrete
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    • v.33 no.4
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    • pp.409-423
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    • 2024
  • Using an extensive database, a sensitivity analysis across fifteen machine learning (ML) classifiers was conducted to evaluate the impact of various data manipulation techniques, evaluation metrics, and explainability tools. The results of this sensitivity analysis reveal that the examined models can achieve an accuracy ranging from 72-93% in predicting the fire-induced spalling of concrete and denote the light gradient boosting machine, extreme gradient boosting, and random forest algorithms as the best-performing models. Among such models, the six key factors influencing spalling were maximum exposure temperature, heating rate, compressive strength of concrete, moisture content, silica fume content, and the quantity of polypropylene fiber. Our analysis also documents some conflicting results observed with the deep learning model. As such, this study highlights the necessity of selecting suitable models and carefully evaluating the presence of possible outcome biases.

DEVELOPMENT OF A MAXIMUM DEMAND CONTROLLER USING FUZZY LOGIC (퍼지로직 알고리즘을 이용한 최대수요전력 제어기의 개발)

  • Han, Hong-Seok;Chung, Kee-Chul;Seong, Ki-Chul;Yoon, Sang-Hyun
    • Proceedings of the KIEE Conference
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    • 1996.07b
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    • pp.778-780
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    • 1996
  • The predictive maximum demand controllers often bring about large number of control actions during the every integrating period and/or undesirable load-disconnecting operations during the begining stage if the integrating period. To solve these problems, a fuzzy predictive maximum demand control algorithm is proposed, which determines the sensitivity if control action by urgency if the load interrupting action along with the predicted demand reading to the target or the time arriving at the end stage if the integrating period. A prototype controller employing the proposed algorithm also is developed and its performances are tested by PROCOM SYSTEMS Corperation of Korea.

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Assessment of Grid Sensitivity in the FDS Field Model to Simulate the Flame Propagation of an Electric Cable Fire (케이블 화재의 화염전파 해석을 위한 FDS 모델의 격자민감도 평가)

  • Kim, Sung-Chan;Lee, Seong-Hyuk
    • Journal of the Korean Society of Safety
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    • v.23 no.4
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    • pp.30-35
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    • 2008
  • The present study has been conducted to examine the effect of grid resolution on the predicted results for electric cable fire using pyrolysis model in FDS(Fire Dynamics Simulator, version 5). The grid independent test for different grid resolutions has been performed for a PE coating cable and the grid resolution is defined by the non-dimensional characteristic length of fire and mean grid size. The calculated maximum heat release rate and mean flame spread rate were almost constant for higher grid resolution of 20${\sim}$25 and the computing time for the grid resolution takes approximately 20hours to solve flame propagation with pyrolysis model. The geometrical simplification of a electric cable dose not greatly affect on the maximum heat release rate and flame spread rate and the rectangular approximation of cable shape gives acceptable result comparing with the round cable with stepwise grid.

Design and Characteristics of AE Sensor for GIS by Finite Element Analys (유한요소해석을 이용한 GIS용 AE 센서의 설계와 특성)

  • Hong, Jae-Il;Lee, Byung-Hyo;Kim, Il-Nam;Cho, Tae-Kyung;Yoo, Ju-Hyun
    • Proceedings of the KIEE Conference
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    • 2000.07e
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    • pp.52-55
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    • 2000
  • In this paper, the coupled and the non-coupled vibration mode AE sensor for GIS were simulated by finite element analysis and manufactured, and characterized. The maximum sensitivity was 64.3 dB when the resonant frequency of the coupled vibration mode AE sensor was 166 kHz and the maximum sensitivity was 58.9 dB when the resonant frequency of the non-coupled mode AE sensor was 265 kHz. The coupled vibration mode AE sensor responded higher than the non-coupled vibration mode AE sensor at the partial discharge detection in GIS.

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Broad-Band Underwater Acoustic Transducer for Doppler Velocity Log (도플러 속도계(DVL)를 위한 광대역 수중 음향 트랜스듀서)

  • Yun, Cheol-Ho;Lee, Yeoung-Pil;Ko, Nak Yong;Moon, Yong-Seon
    • Journal of Institute of Control, Robotics and Systems
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    • v.19 no.9
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    • pp.755-759
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    • 2013
  • A broad-band underwater acoustic transducer that uses thickness vibration mode, derived from a disk type piezoelectric ceramic, has been proposed and designed for DVL (Doppler Velocity Log). Three different types of acoustic transducer were evaluated with respect to the transmitting voltage response, receiving voltage sensitivity and bandwidth of the transducer. The effect of the acoustic impedance matching layer and backing layer is discussed. The results demonstrated that three matching layer with lossy backing layer is the best configuration for underwater transducer. The trial underwater acoustic transducer with three matching layer has a frequency bandwidth of 55%, maximum transmitting voltage response of 200 dB and a maximum receiving voltage sensitivity of -187.3 dB.

Estimation of Muscle-tendon Model Parameters Based on a Numeric Optimization (최적화기법에 의한 근육-건 모델 파라미터들의 추정)

  • Nam, Yoon-Su
    • Journal of the Korean Society for Precision Engineering
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    • v.26 no.6
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    • pp.122-130
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    • 2009
  • The analysis of human movement requires the knowledge of the Hill type muscle parameters, the muscle-tendon and moment arm length change as a function of joint angles. However, values of a subject's muscle parameters are very difficult to identify. It turns out from a sensitivity analysis that the tendon slack length and maximum muscle force are the two critical parameters among the Hill-type muscle model. Therefore, it could be claimed that the variation of the tendon slack length and maximum muscle force from the Delp's reference data will change the muscle characteristics of a subject remarkably. A numeric optimization method to search these tendon parameters specific to a subject is proposed, and the accuracy of the developed algorithm is evaluated through a numerical simulation.