• Title/Summary/Keyword: curve-fitting

Search Result 815, Processing Time 0.026 seconds

A study of lifetime prediction of PV module using damp heat test (고온고습 시험을 이용한 실리콘 태양전지 모듈의 수명 예측 연구)

  • Oh, Won Wook;Kang, Byung Jun;Park, Nochang;Tark, Sung Ju;Kim, Young Do;Kim, Donghwan
    • 한국신재생에너지학회:학술대회논문집
    • /
    • 2011.11a
    • /
    • pp.63.1-63.1
    • /
    • 2011
  • To analyze the phenomenon of corrosion in the PV module, we experimented damp heat test at $85^{\circ}C$/85% relative humidity(RH) and $65^{\circ}C$/85% RH for 2,000 hours, respectively. We used 30 mini-modules designed of 6inch one cell. Despite of 2,000 hours test, measured $P_{max}$ is not reached failure which is defined less than 80% compared to initial $P_{max}$. Therefore, we calculate proper curve fitting over 2,000 hours. Data less than 80% $P_{max}$ is found and B10 lifetime is calculated by the number of failure specimens and weibull distribution. Using B10 lifetime that the point of failure rate 10% and Peck's model, the predictable equation of lifetime was derived under temperature and humidity condition.

  • PDF

Estimation of the Rubber Material Property by Successive Zooming Genetic Algorithm (연속적 확대 유전기법을 이용한 고무물성계수의 산출)

  • Kwon Youngdoo;Kim Jaeyong;Lee Jaekwan;Kwon Hyunwook;Han Insik
    • Transactions of the Korean Society of Automotive Engineers
    • /
    • v.13 no.1
    • /
    • pp.36-44
    • /
    • 2005
  • Nowadays, various kind of rubber-like materials are used in industry. These are usually installed in automobiles, trains, etc. They work as dampers or important parts in the system, and the applications for rubber-like materials are increasing. In the past days, rubber engineers and designers predicted rubber material behaviors by the analytic method for limited problems. With the progress of digital computers, Finite Element Methods is widely used for analyzing the rubber-like materials. The popular methods predicting rubber material property are curve fitting and least square method, but there are some problems such as low precision and tedious solving process. Here, we introduce a method estimating rubber material property by successive zooming genetic algorithm(SZGA). The proposed algorithm offers more precise rubber property. To demonstrate the effectiveness of the proposed algorithm, we compared this method with Haines & Wilson's method, MARC, ABAQUS.

Development of A Haptic Steering System for a Low Cost Vehicle Simulator using Proving Ground Test Data (주행 시험 데이터를 이용한 저가형 차량시물레이터의 조향감 재현 장치 구현)

  • Kim, Sung-Soo;Jeong, Sang-Yoon;Lee, Chang-Ho
    • Transactions of the Korean Society of Automotive Engineers
    • /
    • v.13 no.2
    • /
    • pp.37-43
    • /
    • 2005
  • A haptic steering system which reflects steering reaction torque has been developed for a fixed base vehicle simulator. The haptic steering system consists of a steering effort sensor, MR-clutch, AC servo motor and controller. In order to generate realistic steering torque feel to driver and at the same time to meet real-time simulation requirement, 3D torque map is constructed by experimental data and torque generation algorithm using the torque map has been also developed. 3D torque map is constructed using curve fitting and interpolation of the measured values of the steering angle, velocity and steering torque from actual slalom test on the proving ground. In order to carry out performance test of the developed haptic steering system, a fixed based vehicle simulator is constructed by integrating real time vehicle dynamics module, VR-video/audio module, and the haptic steering system. Steering torque and steering angle curves have been obtained from virtual testing in the vehicle simulator and performance of the haptic steering system has been evaluated.

Surveillance Video Retrieval based on Object Motion Trajectory (물체의 움직임 궤적에 기반한 감시 비디오의 검색)

  • 정영기;이규원;호요성
    • Journal of Broadcast Engineering
    • /
    • v.5 no.1
    • /
    • pp.41-49
    • /
    • 2000
  • In this paper, we propose a new method of indexing and searching based on object-specific features at different semantic levels for video retrieval. A moving trajectory model is used as an indexing key for accessing the individual object in the semantic level. By tracking individual objects with segmented data, we can generate motion trajectories and set model parameters using polynomial curve fitting. The proposed searching scheme supports various types of queries including query by example, query by sketch, and query on weighting parameters for event-based video retrieval. When retrieving the interested video clip, the system returns the best matching event in the similarity order.

  • PDF

Sensitivity-based finite element model updating with natural frequencies and zero frequencies for damped beam structures

  • Min, Cheon-Hong;Hong, Sup;Park, Soo-Yong;Park, Dong-Cheon
    • International Journal of Naval Architecture and Ocean Engineering
    • /
    • v.6 no.4
    • /
    • pp.904-921
    • /
    • 2014
  • The main objective of this paper is to propose a new Finite Element (FE) model updating technique for damped beam structures. The present method consists of a FE model updating, a Degree of Freedom (DOF) reduction method and a damping matrix identification method. In order to accomplish the goal of this study, first, a sensitivity-based FE model updating method using the natural frequencies and the zero frequencies is introduced. Second, an Iterated Improved Reduced System (IIRS) technique is employed to reduce the number of DOF of FE model. Third, a damping matrix is estimated using modal damping ratios identified by a curve-fitting method and modified matrices which are obtained through the model updating and the DOF reduction. The proposed FE model updating method is verified using a real cantilever beam attached damping material on one side. The updated result shows that the proposed method can lead to accurate model updating of damped structures.

Effect of Charged Refrigerant Amount on Operating Characteristics and Development of Detecting Program for System Air-Conditioner (시스템에어컨의 냉매충전량에 따른 사이클 운전특성 및 냉매량 판독 프로그램 개발)

  • Tae, Sang-Jin;Kim, Hun-Mo;Mun, Je-Myeong;Kim, Jong-Yeop;Gwon, Hyeong-Jin;Jo, Geum-Nam
    • Proceedings of the SAREK Conference
    • /
    • 2005.11a
    • /
    • pp.427-432
    • /
    • 2005
  • This study developed a program for detecting charged refrigerant amount in system air-conditioner. System air-conditioner is an air-conditioning system with multiple indoor units. Due to the complexity of the system, it is more difficult to detect the refrigerant amount charged in system air-conditioner than in a general single air-conditioner. Experiments were performed for 6 HP outdoor units with 3 indoor units in a psychrometric calorimeter. The experimental amount of charged refrigerant were ranged from 60% to 140% with 10% increasement. Fuzzy algorithm were emploeed for detecting the charged refrigerant amount in a system air-conditioner. The experimental data were used for curve fitting for general ranges for indoor and outdoor temperature conditions. membership function were determined for whole ranges of experimentally measured data and rulebase were defined for each amount of refrigerant charge. Developed program successfully predicted the measured data within 10% resolution range.

  • PDF

Automated Visual Inspection System of Double Gear using Inspection System (더블기어 자동 시각 검사 시스템 실계 및 구현)

  • Lee, Young Kyo;Kim, Young Po
    • Journal of Korea Society of Digital Industry and Information Management
    • /
    • v.7 no.4
    • /
    • pp.81-88
    • /
    • 2011
  • Mini Double Gears Frame is critical part of PDP and also produces couple hundred thousand every month. In the process of mass production, product inspection is very important process. Double Gear, one of the part of machine, was inspected by human eyes which caused mistakes and slow progress. To achieve the speed and accuracy the system was compensated by vision system which is inspecting automatically. The focus value is measured based on the fact that high contrast images have much high frequency edge information. High frequency term of the image is extracted using the high-pass filter and the sum of the high frequency term is used as the focus value. We used a Gaussian smoothing filter to reduce the noise and then measures the focus value using the modified Laplacian filter called a Sum modified Laplacian Focus values for the various lens positions are calculated and the position with the maximum focus value is decided as the focused position. The focus values calculated in various lens position showed the Gaussian distribution. We proposed a method to estimate the best focus position using the Gaussian curve fitting. Focus values of the uniform interval lens positions are calculated and the values are used to estimate the Gaussian distribution parameters to find the best focus position.

Reductive Dechlorination of Groundwater Contaminated with PCE using Biobarrier: Column Study (생물벽체를 이용한 PCE로 오염된 지하수의 환원성 탐염소화: 칼럼 실험)

  • HwangBo, Hyun-Wook;Shin, Won-Sik;Song, Dong-Ik
    • Journal of Environmental Science International
    • /
    • v.16 no.10
    • /
    • pp.1147-1155
    • /
    • 2007
  • The applicability of in situ biobarrier or microbial filter technology for the remediation of groundwater contaminated with chlorinated solvent was investigated through column study. In this study, the effect of packing materials on the reductive dechlorination of PCE was investigated using Canadian peat, Pahokee peat, peat moss and vermicompost (or worm casting) as a biobarrier medium. Optimal conditions previously determined from a batch microcosm study was applied in this column study. Lactate/benzoate was amended as electron donors to stimulate reductive dechlorination of PCE. Hydraulic conductivity was approximately $6{\times}10^{-5}-8{\times}10^{-5}\;cm/sec$ and no difference was found among the packing materials. The transport and dispersion coefficients determined from the curve-fitting of the breakthrough curves of $Br^-$ using CXTFIT 2.1 showed no difference between single-region and two-region models. The reductive dechlorination of PCE was efficiently occurred in all columns. Among the columns, especially the column packed with vermicompost exhibited the highest reductive dechlorination efficiency. The results of this study showed the promising potential of in situ biobarrier technology using peat and vermicompost for the remediation of groundwater contaminated with chlorinated solvents.

Optimum Design of T-shaped Microstrip-line-fed Slot Antennas (T-모양 급전선을 갖는 마이크로스트립 슬롯 안테나의 최적 설계방법에 관한 연구)

  • 김권일;서영훈;박익모
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
    • /
    • v.12 no.4
    • /
    • pp.562-569
    • /
    • 2001
  • This paper presents the optimum design method for T-shaped microstrip-line-fed slot antennas on various substrates. Since the impedance bandwidth of the antenna depends highly on the vertical offset position and the length of horizontal strip conductor, we derived the formulas regarding these design parameters to get the maximum bandwidth. The formulas can compute the offset position and the length of horizontal strip conductor for any given substrate parameters. We compared the results obtained by using these design formulas and the one obtained by the simulation for each slot width, and it showed very good agreement.

  • PDF

Studies on the Officer's Feeling Response Data when the Ship Encounter Situaitons (선박 조우상황시 느끼는 해기사 반응 데이터의 통계처리에 관한 연구)

  • Kim, Dae-Sik;Kim, Deug-Bong
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
    • /
    • 2015.10a
    • /
    • pp.202-204
    • /
    • 2015
  • 2010년부터 최근 5년간 해양안전심판원의 충돌사고 통계분석 결과에 따르면 98%가 인적과실이 원인이 될 정도로 경계소홀 등 해기사에 의한 운항과실이 해양사고의 대부분을 차지하고 있으나 그동안 외국뿐만 아니라 국내에서도 이에 대한 연구는 극히 미흡한 실정이다. 본 연구는 항해중인 선박이 타 선박과 6가지 유형(Head-on, $045^{\circ}$, $090^{\circ}$, $135^{\circ}$, Overtaking, Overtaken)의 다른 방위각으로 조우 상황시 양 선박의 거리가 가까워지면서 거리별 항해당직사관인 해기사가 느끼는 스트레스(주관적 위험도)를 실제 항해중인 선박에 승선하여 실험하였고 획득한 데이터를 통계적으로 분석 및 처리하였다. 데이터를 곡선적합(Curve fitting) 적용 결과 6가지 조우각도별 거리에 따른 연속 데이터 획득이 가능 하였고 인적과실의 주요 원인 중의 하나인 타 선박 조우 상황시 해기사가 느끼는 스트레스 일반화 모델을 위한 기초 식을 제안하였다. 이러한 결과는 향후 해기사의 인적과실을 줄여 해양사고 예방을 위한 기초 자료로 활용 할 수 있을 것이다.

  • PDF