• 제목/요약/키워드: Back-testing

검색결과 328건 처리시간 0.034초

UHF 신호 분석을 통한 모의 GIS내 부분방전원 추정 (Estimation of Partial Discharge Sources in a Model GIS through the Analysis of UHF Signals)

  • 전재근;곽희로;노영수;이동준
    • 조명전기설비학회논문지
    • /
    • 제18권4호
    • /
    • pp.112-117
    • /
    • 2004
  • 본 논문에서는 GIS내에 존재할 수 있는 부분방전원을 추정하기 위하여 모의 GIS를 제작하고 부분방전의 원천으로 모의된 코로나방전, 연면방전, 파티클의 자유운동, 보이드(void) 방전, 그리고 플로팅(floating) 전극으로부터 발생하는 UHF신호의 특성을 분석하였다. UHF 신호의 특성 분석의 결과로써 각 부분방전원에 대한 UHF 신호의 주파수 스팩트럼과 위상 특성을 도출하였다. 이 결과를 실제 GIS 내의 부분방전원을 분석하는데 체계적으로 적용하기 위하여 취득된 모든 UHF 신호의 특성을 정량화하고 다층구조를 갖는 역전파학습 신경회로망에 기초한 알고리즘의 데이터로 활용하였다. 구축된 알고리즘의 인식률은 학습과 테스트 데이터에서 각각 약 94(%)와 82(%) 정도로 양호하였다.

충격신관 K510용 Zr-Ni계 지연관의 저장수명 예측 (Storage Lifetime Prediction of Zr-Ni Delay System in Fuze K510 for High Explosive Shell)

  • 박병찬;장일호;백승준;손영갑;정은진;황택성
    • 한국군사과학기술학회지
    • /
    • 제12권6호
    • /
    • pp.719-726
    • /
    • 2009
  • A delay system in fuze for high explosive shell is an important safety device, but failure in the delay system usually causes failure of the shell. Root-cause analysis of failure in the delay system is required since failure in over 10-years stored delay system recently occurs. In this paper, failure in the delay system was reproduced experimentally to examine aged characteristics of the delay system, and the failed delay system shows the same characteristics as ones of failed delay systems in field. Based on the reproduced experiments, accelerated life testings and the data analysis of failure times of delay systems were performed to predict the storage lifetime.

대기전력 및 소비전력 절감을 위한 고효율 모듈제어 시스템에 관한 연구 (A Study on Standby Power and Reduced Power Consumption Control System for High-efficiency Module)

  • 이명환;박영택;정헌석;강이구
    • 한국전기전자재료학회논문지
    • /
    • 제25권5호
    • /
    • pp.334-339
    • /
    • 2012
  • A study on electrical and electronic equipment will occur in the atmosphere, which is essential to cut the power to prevent the waste of power by power measurement technology development and to develop the technology to do this operation is the main core of standby power to detect and block it and return the configured for software and hardware, while the actual construction to ensure stability through field testing and debugging of problems improved accordingly, as well as ease of installation and so it could be done while the test. In addition, in terms of basic hardware switching of standby power when blocking, reducing stress and ensure stable operation and circuit design, power off and back to ensure stable operation even when a protection circuit is applied.

Effect of tire crumb and cement addition on triaxial shear behavior of sandy soils

  • Karabash, Zuheir;Cabalar, Ali Firat
    • Geomechanics and Engineering
    • /
    • 제8권1호
    • /
    • pp.1-15
    • /
    • 2015
  • This paper presents a series of conventional undrained triaxial compression tests conducted to determine the effect of both tire crumbs and cement addition on Narli sand specimens. The tire crumb contents and cement contents were 3%, 7%, 15%; and 1%, 3%, 5% by dry weight of the sand specimens respectively. Specimens were prepared at about 35% relative density, cured during overnight (about 17 hours) for artificially bonding under a 100 kPa effective stress (confining pressure of 500 kPa with a back pressure of 400 kPa), and then sheared. Deviatoric stress-axial strain, pore water pressure-axial strain behavior, and Young's modulus of the specimens at various mixture ratios of tire crumb/cement/sand were measured. Test results indicated that the addition of tire crumb to sand decreases Young's modulus, deviatoric stress and brittleness, and increase pore water pressure generation. The addition of cement to sand with tire crumbs increases deviatoric stress, Young's modulus, and changes its ductile behavior to a more brittle one. The results suggest that specimen formation in the way used here could reduce the tire disposal problem in not only economically, and environmentally, but also more effectively beneficial way for some geotechnical applications.

인공신경망 기법을 이용한 논에서의 지표 유출량 산정 (Estimation of Surface Runoff from Paddy Plots using an Artificial Neural Network)

  • 안지현;강문성;송인홍;이경도;송정헌;장정렬
    • 한국농공학회논문집
    • /
    • 제54권4호
    • /
    • pp.65-71
    • /
    • 2012
  • The objective of this study was to estimate surface runoff from rice paddy plots using an artificial neural network (ANN). A field experiment with three treatment levels was conducted in the NICS saemangum experimental field located in Iksan, Korea. The ANN model with the optimal network architectures, named Paddy1901 with 19 input nodes, 1 hidden layer with 16 neurons nodes, and 1 output node, was adopted to predict surface runoff from the plots. The model consisted of 7 parameters of precipitation, irrigation rate, ponding depth, average temperature, relative humidity, wind speed, and solar radiation on the daily basis. Daily runoff, as the target simulation value, was computed using a water balance equation. The field data collected in 2011 were used for training and validation of the model. The model was trained based on the error back propagation algorithm with sigmoid activation function. Simulation results for the independent training and testing data series showed that the model can perform well in simulating surface runoff from the study plots. The developed model has a main advantage that there is no requirement for any prior assumptions regarding the processes involved. ANN model thus can be a good tool to predict surface runoff from rice paddy fields.

각 환경기온하에서의 성인남자 피부온에 관한 연구 (A study on the variation of skin temperature on the adult male at environment temperature)

  • 심부자
    • 대한인간공학회지
    • /
    • 제15권2호
    • /
    • pp.71-88
    • /
    • 1996
  • For understanding skin temperature based on clothing design from a viewpoint of comfortable wearing, the skin temperature, physiological reactions(body temperature, blood pressure and pulse) and physilolgical response(thermal sensation, comfort sensation and perceptive sweaty sensation) were measured on condition tha t5 naked healthy male exposed to serveral environmental temperatures,( $20{\pm}1.0^{\circ}C$ ,$28{\pm}1.0^{\circ}C$ and $32{\pm}1.0^{\circ}C$). As the results of this testing, the regional skin temperature was varied for 90min just after expose to those the environment but was generally stabilized for the nest 90min. It was proved the difference of the regional skin temperature at low temperature environmental($20{\pm}1.0^{\circ}C$) was larger than at high temperature environmental($32{\pm}1.0^{\circ}C$) and inder serveral environmental temperature,the degree of the regional skin was not equal. Except in case of the thigh, the front of all regional skin temperature turned out higher than the back of them. According to change of environmental temperature, body temperature and pulse were altered. In the pshycological response, 'thermal sensation-comfort sensation' was felt to 'slightly warm - comfortable' at $28{\pm}1.0^{\circ}C$of the environmental temperature, and 'perceptive sweaty sensation', wneh it was said 'sweat' at only $32{\pm}1.0^{\circ}C$ of it.

  • PDF

Orifice Inlet효과에 의한 이젝터 성능에 관한 수치해석적 연구 (Numerical Investigation of the Effects of an Orifice Inlet on the Performance of an Ejector)

  • ;김희동
    • 한국추진공학회:학술대회논문집
    • /
    • 한국추진공학회 2009년도 제33회 추계학술대회논문집
    • /
    • pp.318-322
    • /
    • 2009
  • Supersonic ejectors are simple mechanical components, which generally perform mixing and/or recompression of two fluid streams. Ejectors have found many applications in engineering. In aerospace engineering, they are used for altitude testing of a propulsion system by reducing the pressure of a test chamber. It is composed of three major sections: a vacuum test chamber, a propulsive nozzle, and a supersonic exhaust diffuser. This paper aims at the improvement of ejector-diffuser performance by focusing attention on reducing exhaust back flow into the test chamber, since alteration of the backflow or recirculation pattern appears as one of the potential means of significantly improving low supersonic ejector-diffuser performance. The simplest backflow-reduction device was an orifice plate at the duct inlet, which would pass the jet and entrained fluid but impede the movement of fluid upstream along the wall. Results clearly showed that the performance of ejector-diffuser system was improved for certain a range of system pressure ratios, where as there was no appreciable transition in the performance for lower pressure ratios and the orifice plate was detrimental to the ejector performance for higher pressure ratios. It is found that an appropriately sized orifice system should produce considerable improvement in the ejector-diffuser performance in the intended range of pressure ratios.

  • PDF

Shear Capacity of Reinforced Concrete Beams Using Neural Network

  • Yang, Keun-Hyeok;Ashour, Ashraf F.;Song, Jin-Kyu
    • International Journal of Concrete Structures and Materials
    • /
    • 제1권1호
    • /
    • pp.63-73
    • /
    • 2007
  • Optimum multi-layered feed-forward neural network (NN) models using a resilient back-propagation algorithm and early stopping technique are built to predict the shear capacity of reinforced concrete deep and slender beams. The input layer neurons represent geometrical and material properties of reinforced concrete beams and the output layer produces the beam shear capacity. Training, validation and testing of the developed neural network have been achieved using 50%, 25%, and 25%, respectively, of a comprehensive database compiled from 631 deep and 549 slender beam specimens. The predictions obtained from the developed neural network models are in much better agreement with test results than those determined from shear provisions of different codes, such as KBCS, ACI 318-05, and EC2. The mean and standard deviation of the ratio between predicted using the neural network models and measured shear capacities are 1.02 and 0.18, respectively, for deep beams, and 1.04 and 0.17, respectively, for slender beams. In addition, the influence of different parameters on the shear capacity of reinforced concrete beams predicted by the developed neural network shows consistent agreement with those experimentally observed.

Zr-Ni계 지연관 결합체(K1) 저장수명 향상 (Storage Lifetime Improvement of Zr-Ni K1 Delay System)

  • 장일호;백승준;정은진;손영갑
    • 한국군사과학기술학회지
    • /
    • 제13권2호
    • /
    • pp.336-341
    • /
    • 2010
  • The burning interruption between the initiator and the delay column in a Zr-Ni K1 delay system used for a K510 fuze occurs with long-time storage. About 10 % failure probability of 15-years stored delay systems shows the failure mode in open literature. This paper shows storage lifetime improvement results for the delay system through changing the single-base delay column into double-base ones and controlling the manufacturing processes especially the initial inclusion of humidity. The double-base delay columns was implemented by inserting one delay column of fast burning rates between the initiator and the previous delay column of slow burning rates. Accelerated aging tests of the delay systems with double-base columns, and then the firing tests were performed to evaluate the improved lifetime. The double-base delay columns shows improved storage lifetime of the delay system through preventing the failure mode.

Design of Alignment Mark Stamper Module for LED Post-Processing

  • Hwang, Donghyun;Sohn, Young W.;Seol, Tae-ho;Jeon, YongHo;Lee, Moon G.
    • 한국생산제조학회지
    • /
    • 제24권2호
    • /
    • pp.155-159
    • /
    • 2015
  • Light emitting devices (LEDs) are widely used in the liquid crystal display (LCD) industry, especially for LCD back light units. Therefore, much research has been performed to minimize manufacturing costs. However, the current process does not process LED chips from broken substrates even though the substrate is expensive sapphire wafer. This is because the broken substrates lose their alignment marks. After pre-processing, LED dies are glued onto blue tape to continue post-processing. If auxiliary alignment marks are stamped on the blue tape, post-processing can be performed using some of the LED dies from broken substrates. In this paper, a novel stamper module that can stamp the alignment mark on the blue tape is proposed, designed, and fabricated. In testing, the stamper was reliable even after a few hundred stamps. The module can position the stamp and apply the pattern effectively. By using this module, the LED industry can reduce manufacturing costs.