• Title/Summary/Keyword: 비선형 k-모델

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Comparison of Battery Modelings and SOC Estimation Methods (배터리 모델링 및 SOC 추정기법 비교 연구)

  • Jang, Ki-Wook;Kim, Hyeok-Jin;Chung, Gyo-Bum
    • Proceedings of the KIPE Conference
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    • 2010.07a
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    • pp.87-88
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    • 2010
  • 주위온도, 사용연한 및 운전점 등에 의해서 동작특성이 변화되는 배터리의 SOC(State of Charge)를 정확하게 추정하는 것은 매우 어려운 과제이다. SOC를 추정하기 위해서는 배터리의 복잡한 비선형적인 특성을 고려한 등가 모델의 개발이 필요하다. 본 논문은 SOC 추정을 위해 최근까지 수행되었던 연구를 검토하고, SOC 추정을 위해 개발된 배터리 모델 및 추정기법을 비교 분석하고, PSIM 시뮬레이션 연구 결과를 제시한다.

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Tolerance Optimization of Lower Arm Used in Automobile Parts Considering Six Sigma Constraints (식스시그마 제약조건을 고려한 로워암의 공차 최적설계)

  • Lee, Kwang-Ki;Han, Seung-Ho
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.35 no.10
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    • pp.1323-1328
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    • 2011
  • In the current design process for the lower arm used in automobile parts, an optimal solution of its various design variables should be found through exploration of the design space approximated using the response surface model formulated with a first- or second-order polynomial equation. In this study, a multi-level computational DOE (design of experiment) was carried out to explore the design space showing nonlinear behavior, in terms of factors such as the total weight and applied stress of the lower arm, where a fractional-factorial orthogonal array based on the artificial neural network model was introduced. In addition, the tolerance robustness of the optimal solution was estimated using a tolerance optimization with six sigma constraints, taking into account the tolerances occurring in the design variables.

Analysis of Eunpyeong New Town Land Price Using Geographically Weighted Regression (지리가중회귀분석을 이용한 은평뉴타운 지가 분석)

  • Jung, Hyo-jin;Lee, Jiyeong
    • Spatial Information Research
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    • v.23 no.5
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    • pp.65-73
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    • 2015
  • Newtown Business of Seoul had been performed to reduce deterioration of Gangbuk and economic inequality between Gangnam and Gangbuk. According to this, Eunpyeong-gu was set as test-bed for Newtown business and Newtown business had been completed until 2013. This study aims to analyze the influence of social and economical factors which affect land price using GWR (Geographically Weighted Regression) considered spatial effect. As a result of analysis, GWR model demonstrated a better goodness-of-fit than OLS (Ordinary least square) model typically used in most study. Furthermore, AIC value and Moran's I of residual prove that GWR model is more suitable than OLS model. GWR model enable to explain more detailed than global regression model as coefficient and sign show different value locally. In future, this research will be helpful to develop Eunpyeong-gu considering spatial characters and strength effectiveness of development.

Linear Stability of Compositional Convection in a Mushy Layer during Solidification of Ammonium Chloride Solution (염화암모늄 수용액 응고시에 Mush 층에서 성분적 대류의 선형안정성)

  • Hwang, In Gook
    • Korean Chemical Engineering Research
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    • v.50 no.1
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    • pp.61-65
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    • 2012
  • The onset of convection in a mushy layer is analyzed by using linear stability theory in time-dependent solidification of a binary melt. A simplified model of a near-eutectic mush, in which the mush is assumed to be a porous block, is used and the propagation theory is applied to determine the critical conditions for the onset of convection. The present critical Rayleigh number is higher than the existing experimental result and also theoretical results obtained by considering the mushy layer with an overlying liquid layer. The constant pressure (permeable) condition applied on the mush-liquid interface produces a lower critical Rayleigh number, which is closer to the experimental results of aqueous ammonium chloride solution, compared with the impermeable condition.

VHDL Design of High Performance FIR Filter for Digital Protection Relay Using Least Square Algorithm (최소자승 알고리즘을 이용한 디지털 보호 계전기용 고성능 FIR 필터의 VHDL 모델 설계)

  • Shin, Jae-Shin;Kim, Jong-Tae;Park, Jong-Kang;Seo, Jong-Wan;Shin, Myung-Cheol
    • Proceedings of the KIEE Conference
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    • 2003.07a
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    • pp.345-347
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    • 2003
  • 본 논문에서는 디지털 보호 계전기에 쓰이는 필터 중에서 최소 자승 알고리즘을 이용한 고성능 FIR 필터를 설계하였다. 기존의 DFT필터와 MATLAB 시뮬레이션을 이용하여 비교하였으며 FIR 필터의 VHDL모델 및 합성에 중점을 두었다. FIR 필터는 기본적으로 유한개의 임펄스 응답이 이루어지기 때문에 기타 다른 필터에 비하여 안정도가 높으며 선형적인 위상을 가지기 때문에 차단 주파수 대역의 왜곡현상을 없앨 수 있는 장점을 가지고 있다. 여러 가지 알고리즘으로 구현한 FIR 필터를 시뮬레이션 한 결과 최소 자승 알고리즘이 가장 우수한 결과를 나타내었다. 기본적으로 디지털 보호 계전기에서 디지털 필터의 기능은 사고 전압, 전류로부터 60Hz의 기본파 추출 CT, PT 왜곡 및 DC offset을 제거하는데 있다. 본 논문에서는 이러한 기능을 가지면서 샘플링 주파수와 차수를 같게 하여 FIR 필터와 DFT 필터의 주파수 응답과 연 산 속도를 비교 하였다. 본 논문에서 설계된 최소 자승 알고리즘을 이용한 FIR 필터는 같은 조건의 DFT필터에 비해 1고조파와 2고조파의 차이가 10db 이상 더 우수 하였으며 연산 속도 또한 2배 이상 좋은 결과를 보였다.

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Behavior Analysis in Love Model with applying Conscious and Nonconscious (사랑 모델에서 의식과 무의식을 적용한 거동 분석)

  • Shon, Young-Woo;Lee, Jeong-Gu;Bae, Young-Chul
    • The Journal of the Korea institute of electronic communication sciences
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    • v.11 no.5
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    • pp.523-530
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    • 2016
  • Human mind can be divided by conscious and nonconscious. The action that can be seen by eyes express of conscious world, but brain researchers tell us that the world of nonconscious more occupied than world of conscious. In this paper, we divide conscious and nonconscious of world in basic love model of Romeo and Juliet, and then we represent complex number for the conscious and nonconscious. We also display as time series and phase plane for their behavior. Finally, we confirms the existence of nonlinear characteristics in their behavior.

Simulation of Reflective Boundaries Using the Sponge Layer in Boussinesq Wave Propagation Model (Boussinesq 파랑전파모델에서 스펀지층을 이용한 반사경계의 모의)

  • Chun, In-Sik
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.19 no.5
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    • pp.429-435
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    • 2007
  • The present study proposed a method fer simulating reflective boundary conditions in Boussinesq wave propagation model by lining lateral boundaries like breakwaters and seawalls with artificial sponge layers. In order to find out the reflective characteristics of sponge layers, 1D numerical experiments were performed varying the relative sponge width (sponge width/wave length). The results showed that the reflection coefficient can be effectively realized from no reflection to full reflection simply by adjusting the relative sponge width. Based on the results, a multiple regression formula was proposed to delineate the relationship among the reflection coefficient and other dimensionless variables. Finally, the reflective sponge layer was applied to a semi-infinite breakwater, demonstrating that it can also be successfully employed in 2D applications.

Analysis on Flexural Behavior of Hollow Prestressed Concrete Filled Steel Tube Piles (프리스트레스를 받는 중공형 콘크리트 충전 강관말뚝의 휨거동 해석)

  • Chung, Heung-Jin;Paik, Kyu-Ho
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.22 no.2
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    • pp.133-140
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    • 2018
  • A nonlinear finite element analysis was conducted in order to examine the moment capacity and flexural behaviour of hollow prestressed concrete filled steel tube(HCFT) piles which compose hollow PHC piles inside thin wall steel tubes. The parameters investigated in this study were various contact conditions between concrete and steel tube, thickness of concrete tube and various PC strands. A simple method is proposed to determine the ultimate flexural strength based on plastic stress distribution method. In order to verify the proposed method, calculated moment capacity of various HCFT piles are compared with the experiment and numerical analysis results.

Generalized Analysis of RC and PT Flat Plates Using Limit State Model (한계상태모델을 이용한 철근콘크리트와 포스트텐션 무량판의 통합해석)

  • Kang, Thomas H.K.;Rha, Chang-Soon
    • Journal of the Korea Concrete Institute
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    • v.21 no.5
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    • pp.599-609
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    • 2009
  • This paper discusses generalized modeling schemes for both reinforced concrete (RC) and post-tensioned (PT) flat plate buildings. In this modeling approach, nonlinear behavior due to slab flexure, moment and shear transfer at slab-column connections, and punching shear was included along with linear secant stiffness of each member or connection that accounts for concrete cracking. This generalized model was capable of simulating all different scenarios of slab-column connection failures such as brittle punching, flexure-shear interactive failure, and flexural failure followed by drift-induced punching. Furthermore, automatic detection of drift-induced punching shear and subsequent backbone curve modifications were realistically modelled by incorporating the limit state model, in which gravity shear versus drift capacity relations were adopted. The validation of the model was conducted using one-third scale two-story by two-bay RC and PT flat plate frames. The comparisons revealed that the model was robust and effective.

A Design on Model Following Nonlinear Control System Using GMDH (GMDH 기법에 의한 모델추종형 비선형 제어시스템 구성에 관한 연구)

  • Hwang, C.S.;Kim, M.S.;Kim, D.W.;Lee, K.H.;Shim, J.S.
    • Proceedings of the KIEE Conference
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    • 1993.11a
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    • pp.326-328
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    • 1993
  • Modelling theory, based on differential equations, is not an adequate tool for solving the problems of complex system. Identification of complex system using GMDH(group method of data handling) is more appropriate for this problems. In this paper, GMDH algorithm is used to identify the nonlinear plant and to design model following nonlinear control system. Simulation for the DC motor show the good performance of model following nonlinear control system.

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