• Title/Summary/Keyword: 에너지 함수 최적화

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Design of Light Trapping System of Thin Film Solar Cell Using Phase Field Method (페이즈 필드법을 이용한 박막형 태양전지의 광포획층 설계)

  • Heo, Namjoon;Yoo, Jeonghoon
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.38 no.9
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    • pp.973-978
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    • 2014
  • This study focused on the design of the reflecting layer of a light trapping system fora thin film solar cell using topology optimization based on the phase field method. Therefore, incident light was caused to propagate in the desired direction by reflecting it from this layer, which is the design domain. The same method was applied to the conceptual design of an infrared stealth structure in near infrared range. The results using the phase field method were compared with those using the density method. The design objective was to maximize the Poynting vector value representing the energy flux, which was measured in a measuring domain to control the reflected wave direction. A finite element analysis and optimization process were performed using the commercial package COMSOL combined with the MATLAB programming.

Optimization-based calibration method for analysis of travel time in water distribution networks (상수관망 체류시간 분석을 위한 최적화 기반 검·보정 기법)

  • Yoo, Do Guen;Hong, Sungjin;Moon, Gihoon
    • Proceedings of the Korea Water Resources Association Conference
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    • 2021.06a
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    • pp.429-429
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    • 2021
  • 2019년 발생한 인천광역시 붉은 수돗물 사태로 급수구역에 포함된 26만 1천 세대, 63만 5천 명이 직·간접적인 피해를 입은 바 있다. 경제적 피해액으로 추정할 경우 최소 1,280억 원 이상으로 보고된 바 있으며, 이와 같은 상수관망의 수질사고 확산은 장기간 동안 시민의 건강과 생활환경 수준을 저하시킨다. 따라서 상수도시스템의 수질사고확산 모델링 및 방지기술을 통한 수질안전성의 재확인이 필요하며, 이것은 상수도시스템의 지속가능성을 높여 국민이 체감하는 물 환경 수준 제고에 기여가 가능하다. 관망 내 수질해석을 직접적으로 수행하는 모델은 국외적으로 다양하게 개발(PODDS, EPANET-MSX, EPANET2.2 등)된 바 있으나 검·보정을 위한 수질측정 자료 부족 등으로 적용이 제한적이라는 한계가 현재에도 존재한다. 이를 보완하기 위해 수질자료에 비해 그 양이 많고 획득방법이 상대적으로 수월한 수리학적 계측자료 및 해석결과를 활용한 관로 내 체류시간 등을 활용한 연구가 수행된 바 있다. 그러나 이와 같은 수리학적 해석 결과를 활용하는 경우에도 계측자료를 기반으로 한 수리학적 검·보정은 필수적이라 할 수 있다. 본 연구에서는 관로 내 체류시간에 직접적인 영향을 미치는 유량 및 유속자료를 중심으로 수리학적 관망해석의 결과를 최적 검·보정하는 방법론을 제안하였다. 기존 상수관망 수리해석의 검·보정은 일부 지점에서 수압을 측정하고, 수리해석 결과로 도출되는 해당 지점의 수압이 실측된 결과와 유사하도록 관로의 유속계수를 적절히 보정하는 형태로 진행되었다. 그러나 본 연구에서는 관로유량과 유속자료의 목적함수 내 가중치를 수압자료보다 크게 설정하여 체류시간 중심의 검·보정이 수행될 수 있도록 하였으며, 검·보정 대상인자 역시 대수용가의 수요량, 수요패턴, 그리고 관로유속계수로 확장된 모형을 구축하였다. 최적화 기법으로는 메타휴리스틱 기법중 하나인 화음탐색법을 활용하였다. EPANET 2.2 Toolkit과 Visual Basic .Net을 연계하여 프로그래밍하였으며, 개발된 모형을 실제 지방상수도 시스템에 적용하여 분석하였다.

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Quantum Mechanical Investigations for the Interactions between Fullerene and Encapsulated Waters (풀러렌-물 클러스터의 상호작용에 대한 양자 역학적 이론 연구)

  • Kim, Sung-Hyun;Shin, Chang-Ho;Kim, Ji-Sun;Kang, So-Yung;Kim, Seung-Joon
    • Journal of the Korean Chemical Society
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    • v.59 no.1
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    • pp.9-17
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    • 2015
  • The density functional theory (DFT) calculations on $(H_2O)_n@C_{60}$, (n=1-10) complexes have been performed to elucidate hydrogen interaction between fullerene and water clusters. The optimized geometries, harmonic vibrational frequencies, and binding energies are predicted at various levels of theory. The harmonic vibrational frequencies for the molecules considered in this study show all real numbers implying true minima. We also compare the H-bond interaction between $(H_2O)_n$ and $(H_2O)_n@C_{60}$, (n=1-10) clusters.

Theoretical Investigation for the Adsorption of Atmospheric Harmful Gases on the Germanene Sheet (게르마닌 시트의 대기오염 기체 흡착에 대한 이론적 연구)

  • Seo, Hyun-Il;Kim, DongHyun;Baek, SooJin;Shin, ChangHo;Kim, SeungJoon
    • Journal of the Korean Chemical Society
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    • v.64 no.6
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    • pp.334-344
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    • 2020
  • The adsorption of various atmospheric harmful gases (COx, NOx, SOx) on graphene-like Germanene 2D sheet was theoretically investigated using density functional theory(DFT) method. The structures were fully optimized at the B3LYP/cc-pvDZ and CAM-B3LYP/cc-pvDZ levels of theory and confirmed to be a local minimum by the calculation of the harmonic vibrational frequencies. The adsorptions of gases on the Germanene sheet were predicted to be a physisorption process for CO, CO2, NO, and SO2 gases but to be a chemisorption process for NO2, SO, and SO2 gases.

Theoretical Studies on the Nucleophilic Substitution Reaction of Methyl Thiocyanate (티오시안산 메틸의 친핵성치환 반응에 관한 이론적 연구)

  • Ikchoon Lee;Chang Hyun Song
    • Journal of the Korean Chemical Society
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    • v.31 no.2
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    • pp.123-132
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    • 1987
  • Nucleophilic substitution reactions of methylthiocyanate(MTC) with anion nucleophiles,$SH^-,\;CN^-$ and $OH^-$, have been investigated using MNDO method. For the three reaction centers of MTC, gas-phase and solution-phase selectivities are discussed for each nucleophile by considering potential energy profiles calculated(intrinsic term) and magnitudes of negative charge on the nucleophile at the transition state(solvation term). It was found that both components of the selectivity for $SH^-$agreed with the experimental results obtained for 4-methylbenzylthiocyanate (4-MBTC), but the selectivity order for TEX>$CN^-$ was found to agree only with that of the intrinsic term and that of $OH^-$disagreed with any theoretical selectivity order. The MNDO optimized geometries for all species at the stationary points are reported.

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A Study on Road Detection Based on MRF in SAR Image (SAR 영상에서 MRF 기반 도로 검출에 관한 연구)

  • 김순백;김두영
    • Journal of the Institute of Convergence Signal Processing
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    • v.2 no.2
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    • pp.7-12
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    • 2001
  • In this paper, an estimation method of hybrid feature was proposed to detect linear feature such as the road network from SAR(synthetics aperture radar) images that include speckle noise. First we considered the mean intensity ratio or the statistical properties of locality neighboring regions to detect linear feature of road. The responses of both methods are combined to detect the entire road network. The purpose of this paper is to extract the segments of road and to mutually connect them according to the identical intensity road from the locally detected fusing images. The algorithm proposed in this paper is to define MRF(markov random field) model of the priori knowledge on the roads and applied it to energy function of interacting density points, and to detect the road networks by optimizing the energy function.

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A Fault-Tolerant QoS Routing Scheme based on Interference Awareness for Wireless Sensor Networks (무선 센서 네트워크를 위한 간섭 인지 기반의 결함 허용 QoS 라우팅 기법)

  • Kim, Hyun-Tae;Ra, In-Ho
    • Journal of the Korean Institute of Intelligent Systems
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    • v.22 no.2
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    • pp.148-153
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    • 2012
  • In this paper, we propose a fault-tolerant QoS routing scheme based on interference awareness for providing both high throughput and minimum end-to-end delay for wireless sensor networks. With the proposed algorithm, it is feasible to find out the optimal transmission path between sensor nodes to the sink node by using cumulative path metric where real-time delivery, high energy efficiency and less interference are considered as in path selection. Finally, simulation results show that network throughput and delay can be improved by using the proposed routing scheme.

Object based contour detection by using Graph-cut on Stereo Images (스테레오 영상에서의 그래프 컷에 의한 객체 기반 윤곽 추출)

  • Kang, Tae-Hoon;Oh, Jang-Seok;Lee, On-Seok;Ha, Seung-Han;Kim, Min-Gi
    • Proceedings of the KIEE Conference
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    • 2007.10a
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    • pp.449-450
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    • 2007
  • 오래 전 부터 영상처리와 컴퓨터 비전은 많은 분야에 응용되고 발전 되어 왔다. 그러한 기술 중에 최근 각광 받고 있는 그래프 짓(Graph cut) 알고리즘은 에너지함수를 최소화 하는 가장 강력한 최적화 기법중 하나이다. 그리고 일반적으로 Sobel, Prewitt, Roberts, Canny 에지(edge) 검출기 등은 영상처리에서 영상상의 에지를 검출하기 위해 이미 널리 사용되고 발전되어 온 기술이다. 물체에서의 윤곽만 검출하기 위해서는 우리가 원하지 않는 영상 위의 에지도 검출되기 때문에 예지 검출기만으로는 물체의 윤곽만을 검출하는 것은 불가능하다. 우리는 물체의 윤곽만 검출하기를 원하기 때문에 그래프 컷과 에지 검출기의 알고리즘을 결합하면 이러한 문제를 해결 할 수 있다는 것을 제안한다. 이 논문에서는 그래프 컷 알고리즘과 에지 검출기에 관해 간략하게 기술하고 그 결과를 보일 것이다.

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DFT Study for the Thermodynamic Stability and Binding Energeticsof SnOn, SnO2n, SnO3n (n = 1~4) (SnOn, SnO2n, SnO3n (n = 1~4)의 열역학적 안정성과 결합에너지에 대한 DFT 이론 연구)

  • Kim, Si-Jo;Kim, Seung-Joon
    • Journal of the Korean Chemical Society
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    • v.53 no.5
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    • pp.512-520
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    • 2009
  • The theoretical calculations for $S_nO_n,\;S_nO_{2n},\;S_nO_{3n}\;(n\;=\;1{\sim}4)$ have been considered at the B3LYP level of theory with various basis sets. The optimized geometries, harmonic vibrational frequencies, and binding energies are evaluated to elucidate the thermodynamic stability and spectroscopic properties. The harmonic vibrational frequencies for the molecules considered in this study show all real numbers implying true minima. The binding energies due to increasing of $S_nO_n,\;S_nO_{2n},\;S_nO_{3n}$ monomers are calculated at the MP2/6-311G** level of theory. For $S_nO_n\;(n\;=\;1{\sim}4)$, the binding energy difference is about 20∼25 kcal/mol by adding SO monomer. For $SO_2\;and\;SO_3\;(n\;=\;1{\sim}4)$, the binding energy differences are relatively small by comparing to $S_nO_n$.

Modeling and Optimization of the IEEE 802.15.4 Protocol for Internet of Things (사물인터넷 환경을 위한 IEEE 802.15.4 프로토콜 모델링과 최적화 방안)

  • Kim, Tae-Suk
    • The Journal of the Korea Contents Association
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    • v.16 no.10
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    • pp.299-310
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    • 2016
  • In this paper, we perform analysis of the performance of low-power communication technology, IEEE 802.15.4 MAC (Media Access Control) protocol used in internet of things. Wide variety of devices in internet of things generate different kinds of traffic characteristics and heterogeneous traffic environment is therefore considered in contrast to existing works. With the help of the Markov chain the performance of the protocol is derived as a function of the MAC parameters and based on the results a framework to determine energy-efficient optimal MAC parameters for applications in real time is proposed. Proposed method is shown to be more efficient in terms of energy consumption through performance comparison over application scenarios compared to operation with fixing MAC parameters, and its practicability on small devices with limited computing power is verified through evaluating the accuracy and speed of the proposed framework.