• Title/Summary/Keyword: Energy minimization

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A Geometric Active Contour Model Using Multi Resolution Level Set Methods (다중 해상도 레벨 세트 방식을 이용한 기하 활성 모델)

  • Kim, Seong-Gon;Kim, Du-Yeong
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.10
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    • pp.2809-2815
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    • 1999
  • Level set, and active contour(snakes) models are extensively used for image segmentation or shape extraction in computer vision. Snakes utilize the energy minimization concepts, and level set is based on the curve evolution in order to extract contours from image data. In general, these two models have their own drawbacks. For instance, snake acts pooly unless it is placed close to the wanted shape boundary, and it has difficult problem when image has multiple objects to be extracted. But, level set method is free of initial curve position problem, and has ability to handle topology of multiple objects. Nevertheless, level set method requires much more calculation time compared to snake model. In this paper, we use good points of two described models and also apply multi resolution algorithm in order to speed up the process without decreasing the performance of the shape extraction.

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Disaggregation Simulation Analysis on Distinct Aβ40 Fibril Models

  • Cho, Tony;Yu, Youngjae;Shin, Seokmin
    • Proceeding of EDISON Challenge
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    • 2016.03a
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    • pp.55-61
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    • 2016
  • $A{\beta}_{40}$ peptides form oligomers that later aggregate into a plaque, which is deemed to be a leading cause of Alzheimer's Disease. Its non-crystalline morphology has limited an understanding of comprehensive structural study. In this research, computational biomolecular simulations were performed in the following order: solvent and ion addition in a box, energy minimization of protein, equilibration, and periodic boundary condition disaggregation of a monomer from fibril. The result founded the two-fold model is 25% more stable in the simulation environment, and the steric zippers held on most tightly until 220 ps of simulation. The study supports the previous findings that two-fold aggregate $A{\beta}_{40}$ is more stable at 310 K and discusses further how much contribution steric-zipper and hydrogen bonding are making.

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Memory Access Code Scheduling Considering Energy Minimization in Embedded System Design (임베디드 시스템 설계에서의 전력 소모 최소를 고려한 메모리 접근 코드 스케줄링)

  • Hwang, Tong-Wook;Kim, Tae-Whan
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.07a
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    • pp.724-726
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    • 2005
  • 메모리 관련 수행은 일반적으로, 임베디드 시스템에서의 전체 전력 소모에서 상당한 양을 차지하고 있으며, 임베디드 시스템에서 사용되는 메모리 중 상당수가 에너지 절약을 용이하도록 다중의 작동 모드(예: 액티브, 스탠바이, 냅, 파워다운) 기능을 지니고 있다. 본 논문에서는 메모리 접근 코드의 스케줄링이 전력 소모에 미치는 관계를 이용함으로서 메모리의 작동 모드를 최대한 활용하는 문제에 대한 해결책을 제시한다. 기존의 방법에서는 (1) 제한된 레지스터 조건을 만족함과 (2) 효율적인 메모리 접근 모드 (예: 페이지, 버스트 모드) 활용 등을 후반부의 별개 작업으로 고려한 반면, 본 제안한 방법은 (1)과 (2) 두 요소를 메모리 접근 코드 스케줄링에 긴밀히 결합시켜 전력 소모를 효과적으로 줄이고자 하였다. 벤치마크를 사용한 실험에서 우리가 제안한 방법을 사용하면, 기존의 일방적 우선순위를 기반으로 한 그리디 방식보다 평균 $32.13\%$ 더 적은 전력 소모를 가짐을 입증하였다.

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A Study on the Regeneration Performance of DPF using Lumped Parameter Model (총괄 변수 모델을 이용한 DPF 재생 성능에 관한 연구)

  • Chon, Mun Soo
    • Journal of Institute of Convergence Technology
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    • v.1 no.1
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    • pp.41-47
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    • 2011
  • With the world-wide demand on the emission minimization, the needs on the diesel aftertreatment devices with high efficiency are also increasing. In order to effectively develop or design a high-performance diesel particulate filter, a clear understanding on the deposition and regeneration mechanism is required. In the present study, a theory on the lumped parameter model for wall-flow type diesel particulate filters is described focusing on the deposition efficiency, pressure drop inside the filter. The fourth order explicit Runge-Kutta method is utilized for the mass flow rate computation. Engine operation modes with controlled and uncontrolled regeneration options are selected. The computational lumped parameter model is validated by comparing the computed results with the measured data.

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Development of rotor profile design technology for improving the screw compressor performance (공기압축기 성능향상을 위한 로터 프로파일 설계기술 개발 연구)

  • Kim, Tae-Yoon;Lee, Jae-Young;Lee, Dong-Kyun;Kim, Youn-Jea
    • Proceedings of the KSR Conference
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    • 2009.05b
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    • pp.585-592
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    • 2009
  • The performance of screw compressor depends on lots of design parameters of rotor profile, such as length of seal line, wrap angle, blow hole, suction and discharge port size, number of rotor lobe, etc. The optimum rotor profile makes it possible to increase the compression efficiency with low energy consumption, and to minimize the loss of power. In this research, a new rotor profile design and performance analysis are done by computer simulation. It is expected that the volumetric efficiency is improved because the internal leakage is reduced due to the minimization of blow hole and clearance, and the stiffness of rotors is increased due to the reduction of length to diameter ratio. Also, the specific power consumption will be secured for use ranging from low to high operation speed.

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FRENCH PROGRAM TOWARDS AN INNOVATIVE SODIUM COOLED FAST REACTOR

  • Martin, Ph.;Anzieu, P.;Rouault, J.;Serpantie, J.P.;Verwaerde, D.
    • Nuclear Engineering and Technology
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    • v.39 no.4
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    • pp.237-248
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    • 2007
  • Sodium-cooled fast reactor is considered in France as a potential candidate for a prototype of 4th generation system to be built by 2020. A detailed working program has been launched recently to identify by 2012 the potential improvement tracks for later industrial development of these reactors. The goals for innovation are first identified: Progress of the safety with a special attention to severe accidents risk minimization and mitigation (defense in depth approach); Economic competitiveness of the system mainly by reducing the capital cost, the investment risks by enhancing in service inspection and repair capacities, and raising the availability; Sustainability with fissile material management while reducing the proliferation risk; capacity for long-lived waste transmutation.

Nonlocal geometrically nonlinear dynamic analysis of nanobeam using a meshless method

  • Ghadiri Rad, Mohammad Hossein;Shahabian, Farzad;Hosseini, Seyed Mahmoud
    • Steel and Composite Structures
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    • v.32 no.3
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    • pp.293-304
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    • 2019
  • In the present paper, the element free Galerkin (EFG) method is developed for geometrically nonlinear analysis of deep beams considering small scale effect. To interpret the behavior of structure at the nano scale, the higher-order gradient elasticity nonlocal theory is taken into account. The radial point interpolation method with high order of continuity is used to construct the shape functions. The nonlinear equation of motion is derived using the principle of the minimization of total potential energy based on total Lagrangian approach. The Newmark method with the small time steps is used to solve the time dependent equations. At each time step, the iterative Newton-Raphson technique is applied to minimize the residential forces caused by the nonlinearity of the equations. The effects of nonlocal parameter and aspect ratio on stiffness and dynamic parameters are discussed by numerical examples. This paper furnishes a ground to develop the EFG method for large deformation analysis of structures considering small scale effects.

Topology Optimization of Plane Structures under Free Vibration with Isogeometric Analysis (등기하해석법을 이용한 자유진동 평면구조물의 위상최적화)

  • Lee, Sang-Jin;Bae, Jungeun
    • Journal of the Architectural Institute of Korea Structure & Construction
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    • v.34 no.6
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    • pp.11-18
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    • 2018
  • Isogeometric concept is introduced to find out the optimum layout of plane structure under free vibration. Eigenvalue problem is formulated and numerically solved in order to obtain natural frequencies and mode shapes of plane structures. For the exact geometric expression of the structure, the Non-Uniform Rational B-spline Surface (NURBS) basis functions is employed and it is also used to define the material density functions. A node-wise design variables is adopted to deal with the updating of material density in topology optimization (TO). The definition of modal strain energy is employed to achieve the maximization of fundamental frequency through its minimization. The verification of the proposed TO technique is performed by a series of benchmark test for plane structures.

Theoretical Studies on the Gas-phase Reaction of Methyl Formate with Anions$^\dag$

  • Lee, Ik-Choon;Chung, Dong-Soo;Lee, Bon-Su
    • Bulletin of the Korean Chemical Society
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    • v.10 no.3
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    • pp.273-278
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    • 1989
  • The gas-phase reactions of methyl formate with anions, $-NH_2,\;-OH,\;-CH_2CN$, are studied theoretically using the AM1 method. Stationary points are located by the reaction coordinate method, refined by the gradient norm minimization and characterized by the determination of Hessian matrix. Potential energy profiles and the stationary point structures are presented for all conceivable processes. Four reaction paths are found to be possible: formyl proton and methyl proton abstractions, carbonyl addition, and $S_N2$ process. For the most basic anion $-NH_2$ the proton abstraction path is favored, while in other case, $OH\;and\;-CH_2CN$, the carbonyl addition paths are favored. In all cases the $S_N2$ process is the most exothermic, but due to the relatively high activation barrier the process can be ruled out.

APPROXIMATION OF ZEROS OF SUM OF MONOTONE MAPPINGS WITH APPLICATIONS TO VARIATIONAL INEQUALITY AND IMAGE RESTORATION PROBLEMS

  • Adamu, Abubakar;Deepho, Jitsupa;Ibrahim, Abdulkarim Hassan;Abubakar, Auwal Bala
    • Nonlinear Functional Analysis and Applications
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    • v.26 no.2
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    • pp.411-432
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    • 2021
  • In this paper, an inertial Halpern-type forward backward iterative algorithm for approximating solution of a monotone inclusion problem whose solution is also a fixed point of some nonlinear mapping is introduced and studied. Strong convergence theorem is established in a real Hilbert space. Furthermore, our theorem is applied to variational inequality problems, convex minimization problems and image restoration problems. Finally, numerical illustrations are presented to support the main theorem and its applications.