• Title/Summary/Keyword: series model

Search Result 5,386, Processing Time 0.031 seconds

Damage-Based Seismic Performance Evaluation of Reinforced Concrete Frames

  • Heo, YeongAe;Kunnath, Sashi K.
    • International Journal of Concrete Structures and Materials
    • /
    • v.7 no.3
    • /
    • pp.175-182
    • /
    • 2013
  • A damage-based approach for the performance-based seismic assessment of reinforced concrete frame structures is proposed. A new methodology for structural damage assessment is developed that utilizes response information at the material level in each section fiber. The concept of the damage evolution is analyzed at the section level and the computed damage is calibrated with observed experimental data. The material level damage parameter is combined at the element, story and structural level through the use of weighting factors. The damage model is used to compare the performance of two typical 12-story frames that have been designed for different seismic requirements. A series of nonlinear time history analyses is carried out to extract demand measures which are then expressed as damage indices using the proposed model. A probabilistic approach is finally used to quantify the expected seismic performance of the building.

Parameter Learning of Dynamic Bayesian Networks using Constrained Least Square Estimation and Steepest Descent Algorithm (제약조건을 갖는 최소자승 추정기법과 최급강하 알고리즘을 이용한 동적 베이시안 네트워크의 파라미터 학습기법)

  • Cho, Hyun-Cheol;Lee, Kwon-Soon;Koo, Kyung-Wan
    • The Transactions of the Korean Institute of Electrical Engineers P
    • /
    • v.58 no.2
    • /
    • pp.164-171
    • /
    • 2009
  • This paper presents new learning algorithm of dynamic Bayesian networks (DBN) by means of constrained least square (LS) estimation algorithm and gradient descent method. First, we propose constrained LS based parameter estimation for a Markov chain (MC) model given observation data sets. Next, a gradient descent optimization is utilized for online estimation of a hidden Markov model (HMM), which is bi-linearly constructed by adding an observation variable to a MC model. We achieve numerical simulations to prove its reliability and superiority in which a series of non stationary random signal is applied for the DBN models respectively.

ADAPT: A Predictive Cognitive Model of Piloting Skill (DAPT: 조종 기술의 예측적 인지 모델)

  • Sohn, Young-Woo;Kim, Kyung-Tae;Chang, Su-Wong;Kim, Do-Hyung
    • Proceedings of the Korean Society for Cognitive Science Conference
    • /
    • 2005.05a
    • /
    • pp.9-13
    • /
    • 2005
  • A comprehension-based computational model of pilot action planning called ADAPT is presented to model pilot performance in a flight simulation context. Individual pilots were asked to execute a series of flight maneuvers using a flight simulator, and their eye-scanning, control movements, and flight performance were recorded in a time-synched database. Computational models of each of the 25 individual pilots were constructed, and the individual models simulated execution of the same flight maneuvers performed by human pilots. The time-synched eye-scanning, control movements, and flight performance of individual pilots and their respective models were compared to test ADAPT's predictive validity.

  • PDF

Structure-Dependent Subthreshold Swings for Double-gate MOSFETs

  • Han, Ji-Hyeong;Jung, Hak-Kee;Park, Choon-Shik
    • Journal of information and communication convergence engineering
    • /
    • v.9 no.5
    • /
    • pp.583-586
    • /
    • 2011
  • In this paper, subthreshold swing characteristics have been presented for double-gate MOSFETs, using the analytical model based on series form of potential distribution. Subthreshold swing is very important factor for digital devices because of determination of ON and OFF. In general, subthreshold swings have to be under 100mV/dec. The channel length $L_g$ is varied from 30nm to 100nm, and channel thickness $t_{si}$ from 15 to 20nm according to channel length, and oxide thickness 5nm to investigate subthreshold swing. The doping of channel is fixed with $10^{16}cm^{-3}$ p-type. The results show good agreement with numerical simulations, confirming this model.

RCGA-Based Parameter Estimation of Solar Cell Models (RCGA에 기초한 태양전지 모델의 파라미터 추정)

  • 권봉재;신명호;손영득;진강규
    • Journal of Advanced Marine Engineering and Technology
    • /
    • v.27 no.6
    • /
    • pp.696-703
    • /
    • 2003
  • A photovoltaic power generation system is an infinite and clean energy system. Recently. because of the realization of high efficiency and low cost PV modules, the studies on the PV system have extensively increased. In this paper. we present an online scheme for parameter estimation of solar cell, based on the model adjustment technique and a real-coded genetic algorithm(RCGA). The ideal diode model and the diode model with series and shunt resistors are used to estimate their parameters, Simulation works using field data in the form of a V-I characteristic curve are carried out to demonstrate the effectiveness of the proposed method.

An Experimental Study of Aerodynamic Drag on High-speed Train

  • Kwon, Hyeok-bin;Lee, Dong-ho-;Baek, Je-hyun
    • Journal of Mechanical Science and Technology
    • /
    • v.14 no.11
    • /
    • pp.1267-1275
    • /
    • 2000
  • A series do wind tunnel tests were conducted for Korean high-speed train model with various shape components to assess the contributions to aerodynamic drag. In order to elucidate the ground effects, two different wind tunnels, one with a moving ground system and the other with a fixed ground, were used for the same model and the results of both were compared and analyzed in detail. The result show that a suitable ground simulation is necessary for the test of a train model with many cars and detailed underbody. But the relative difference of the drag coefficients for the modifications of shape components can be measured by a fixed ground test with high accuracy and low cost. The effects of the nose shape, the inter-cargap and the bogie-fairing on total drag were discussed and some ideas were prosed to decrease the aerodynamic resistance of high speed train.

  • PDF

Analysis of Stress-Strain of Weathered Residual Granite Soil with Variation of the Initial Water Content (초기함수비 변화에 의한 풍화잔류토의 응력-변형률 해석)

  • 김찬기
    • Magazine of the Korean Society of Agricultural Engineers
    • /
    • v.41 no.2
    • /
    • pp.80-91
    • /
    • 1999
  • This paper presents the stress-strain , volumetric strain characteristics of the Pocheon weathered residual granite soil with variation of the initial water content under drained conditions. A series of consolidated drained triaxial compressiion tests and isotrpc compression tests with various initial water content on specimens were performed. All material parameters of Lade's double work hardening model were determined by using the results of tests. Most aspects of the soil behavior measured in the triaxial compression tests were reproduced with good accuracy by the constitutive model . Therefore double work hardening model has been shown to be applicable to weathered residual granite soil.

  • PDF

Estimation of Regionai Skew Coefficient with Weighted Least Squares Regression (가중회귀분석에 의한 지역화왜곡계수의 추정)

  • 조국광;권순국
    • Magazine of the Korean Society of Agricultural Engineers
    • /
    • v.32 no.1
    • /
    • pp.103-109
    • /
    • 1990
  • The application of the Log-Pearson Type m distribution recommended by Water Resources Council, U. S. A. for flood frequency analysis requires the estimation of the regionalized skew coefficient. In this study, regionalized skew coefficients are estimated using a weighted regression model which relates at-site skews based on logarithms of observed annual flood peak series to both basin characteristics and precipitation data in the Han river and the Nakdong river basin. The model is developed with weighted least squares method in which the weights are determined by separating residual variance into that due to model error and due to sampling error. As the result of analysis, regionalized skews are estimated as - 0.732 and - 0.575 in the Han river and the Nakdong river basin, respectively.

  • PDF

Draft Prediction of Bulldozer Blade by Model Tests (모델 테스트에 의한 Bulldozer Blade의 견인력(牽引力) 예측(豫測))

  • Lee, K.S.;Roh, S.C.
    • Journal of Biosystems Engineering
    • /
    • v.18 no.3
    • /
    • pp.209-219
    • /
    • 1993
  • A series of soil bin experiment was carried out on sand to investigate if true model theory is applicable to blade-soil system and finally to find mathematical relationship between the dimensionless terms which contain the blade-soil parameters. The following conclusions were derived from the study. 1. It was proved that the draft of the prototype blade can be predicted without distortion by those of model blades with the length scale of 1.2, 2 and 2.4. 2. For the sand, bulk density was found to be a good measure of soil physical properties which are pertinent to predict the draft of the blade-soil system. 3. The mathematical relationship between $D/{\gamma}W$ and d/W, ${\beta}$, and $V^2/Wg$ are as follows ; $$\frac{D}{{\gamma}W^3}=124.98[\frac{d}{W}]^2+7.16[\frac{d}{W}]+0.43 \\ \frac{D}{{\gamma}W^3}=-0.00099{\beta}^2+0.13{\beta}-2.01 \\ \frac{D}{{\gamma}W^3}=0.041[\frac{V^2}{Wg}]^2+0.08[\frac{V^2}{Wg}]+1.3$$

  • PDF

DISTURBANCE ATTENUATION FOR A CLASS OF DISCRETE-TIME SWITCHED SYSTEMS WITH EXPONENTIAL UNCERTAINTY

  • Li, Changlin;Long, Fei;Ren, Guohui
    • Journal of the Korean Mathematical Society
    • /
    • v.48 no.4
    • /
    • pp.775-795
    • /
    • 2011
  • The disturbance attenuation problem for a class of discretetime switched linear systems with exponential uncertainties via switched state feedback and switched dynamic output feedback is investigated, respectively. By using Taylor series approximation and convex polytope technique, exponentially uncertain discrete-time switched linear system is transformed into an equivalent switched polytopic model with additive norm bounded uncertainty. For such equivalent switched model, one designs its switching strategy and associated state feedback controllers and dynamic output feedback controllers so that whole switched model is asymptotical stabilization with H-in nity disturbance attenuation base on switched Lyapunov function and LMI approach. Finally, two numerical examples are presented to illustrate our results.