• Title/Summary/Keyword: Computational Visualization

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EPAR V2.0: AUTOMATED MONITORING AND VISUALIZATION OF POTENTIAL AREAS FOR BUILDING RETROFIT USING THERMAL CAMERAS AND COMPUTATIONAL FLUID DYNAMICS (CFD) MODELS

  • Youngjib Ham;Mani Golparvar-Fard
    • International conference on construction engineering and project management
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    • 2013.01a
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    • pp.279-286
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    • 2013
  • This paper introduces a new method for identification of building energy performance problems. The presented method is based on automated analysis and visualization of deviations between actual and expected energy performance of the building using EPAR (Energy Performance Augmented Reality) models. For generating EPAR models, during building inspections, energy auditors collect a large number of digital and thermal imagery using a consumer-level single thermal camera that has a built-in digital lens. Based on a pipeline of image-based 3D reconstruction algorithms built on GPU and multi-core CPU architecture, 3D geometrical and thermal point cloud models of the building under inspection are automatically generated and integrated. Then, the resulting actual 3D spatio-thermal model and the expected energy performance model simulated using computational fluid dynamics (CFD) analysis are superimposed within an augmented reality environment. Based on the resulting EPAR models which jointly visualize the actual and expected energy performance of the building under inspection, two new algorithms are introduced for quick and reliable identification of potential performance problems: 1) 3D thermal mesh modeling using k-d trees and nearest neighbor searching to automate calculation of temperature deviations; and 2) automated visualization of performance deviations using a metaphor based on traffic light colors. The proposed EPAR v2.0 modeling method is validated on several interior locations of a residential building and an instructional facility. Our empirical observations show that the automated energy performance analysis using EPAR models enables performance deviations to be rapidly and accurately identified. The visualization of performance deviations in 3D enables auditors to easily identify potential building performance problems. Rather than manually analyzing thermal imagery, auditors can focus on other important tasks such as evaluating possible remedial alternatives.

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HP/Apollo의 퍼스널 수퍼워크스테이션 DN

  • 양금엽
    • Computational Structural Engineering
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    • v.3 no.4
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    • pp.29-34
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    • 1990
  • HP의 HP/Apollo시리즈 10000 TX(Visualization System)는 고성능 RISC그래픽을 사용한 최초의 워크스테이션으로서, 아폴로의 Multiprocessing PRISM 아키텍쳐와 강력한 3D 그래픽 엔진을 채택하고 있어, 시스템의 성능과 Image Quality, Openness 및 Flexibility를 높여줌으로써, 타 제품에 비해 탁월한 성능과 기능을 제공하고 있으며, 사용자의 투자에 대한 효과를 확실히 높여주고 있다.

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Efficient Postprocessing for Finite Element Analysis on Microcomputers (마이크로컴퓨터를 이용한 유한요소해석의 효율적 Postprocessing)

  • 이재영
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 1990.04a
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    • pp.53-58
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    • 1990
  • This study was intended to provide efficient algorithms for high quality postprocess on the basis of microcomputers with limited capacity and functionality. Improved methods of postprocessing including stress contouring, internal force diagraming, and displacement animation, were proposed and implemented into a new finite element system. Visualization of three-dimensional structural behaviors was treated with special emphasis.

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Development of Flow Visualization Technique for Analysis of Flow Distribution inside Dishwasher (식기세척기 내부 유동 분포 분석을 위한 유동가시화 기법 개발)

  • Kim, Ah Ran;Hahm, Jung Yoon;Cho, Jin Ho;Jo, Wisam;Ko, Han Seo
    • Journal of the Korean Society of Visualization
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    • v.11 no.2
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    • pp.12-17
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    • 2013
  • A flow visualization technique was developed to analyze flow distribution inside a dishwasher in this study. Then, a new design plan was proposed to improve the efficiency of the dishwasher by the analyzed results and it was confirmed experimentally by the developed technique. Gas flow fields inside a drying duct of a tub for a drying process was investigated by a developed PIV (Particle Image Velocimetry) and a CFD (Computational Fluid Dynamics) method. Also, the flow visualization technique was developed for the liquid flow field of a rotor-arm system to propose the improved design idea. Also, interactions between liquid and gas were observed around the rotor-arm system. The two-phase flow was modified to the liquid flow field because laser sheets are refracted when pass through the two-phase flow. Thus, the flow visualization techniques was developed in this study to measure the instantaneous flow velocities in the liquid quantitatively.

Computational and Experimental Simulations of the Flow Characteristics of an Aerospike Nozzle

  • Rajesh, G.;Kumar, Gyanesh;Kim, H.D.;George, Mathew
    • Journal of the Korean Society of Visualization
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    • v.10 no.1
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    • pp.47-54
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    • 2012
  • Single Stage To Orbit (SSTO) missions which require its engines to be operated at varying back pressure conditions, use engines operate at high combustion chamber pressures (more than 100bar) with moderate area ratios (AR 70~80). This ensures that the exhaust jet flows full during most part of the operational regimes by optimal expansion at each altitude. Aero-spike nozzle is a kind of altitude adaptation nozzle where requirement of high combustion chamber pressures can be avoided as the flow is adapted to the outside conditions by the virtue of the nozzle configuration. However, the thrust prediction using the conventional thrust equations remains to be a challenge as the nozzle plume shapes vary with the back pressure conditions. In the present work, the performance evaluation of a new aero-spike nozzle is being carried out. Computational studies are carried out to predict the thrust generated by the aero-spike nozzle in varying back pressure conditions which requires the unsteady pressure boundary conditions in the computational domain. Schlieren pictures are taken to validate the computational results. It is found that the flow in the aero-spike nozzle is mainly affected by the base wall pressure variation. The aerospike nozzle exhibits maximum performance in the properly expanded flow regime due to the open wake formation.

Automatic Switching of Clustering Methods based on Fuzzy Inference in Bibliographic Big Data Retrieval System

  • Zolkepli, Maslina;Dong, Fangyan;Hirota, Kaoru
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.14 no.4
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    • pp.256-267
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    • 2014
  • An automatic switch among ensembles of clustering algorithms is proposed as a part of the bibliographic big data retrieval system by utilizing a fuzzy inference engine as a decision support tool to select the fastest performing clustering algorithm between fuzzy C-means (FCM) clustering, Newman-Girvan clustering, and the combination of both. It aims to realize the best clustering performance with the reduction of computational complexity from O($n^3$) to O(n). The automatic switch is developed by using fuzzy logic controller written in Java and accepts 3 inputs from each clustering result, i.e., number of clusters, number of vertices, and time taken to complete the clustering process. The experimental results on PC (Intel Core i5-3210M at 2.50 GHz) demonstrates that the combination of both clustering algorithms is selected as the best performing algorithm in 20 out of 27 cases with the highest percentage of 83.99%, completed in 161 seconds. The self-adapted FCM is selected as the best performing algorithm in 4 cases and the Newman-Girvan is selected in 3 cases.The automatic switch is to be incorporated into the bibliographic big data retrieval system that focuses on visualization of fuzzy relationship using hybrid approach combining FCM and Newman-Girvan algorithm, and is planning to be released to the public through the Internet.

3D Visualization of Discrete Event Simulation and Its Applications in Virtual Manufacturing

  • Zhong Yongmin;Yuan Xiaobu
    • International Journal of CAD/CAM
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    • v.4 no.1
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    • pp.19-32
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    • 2004
  • This paper presents a new approach to create 3D visualization from discrete simulation results. This approach connects discrete event simulation directly to 3D animation with its novel methods that analyze and convert discrete simulation results into animation events to trigger 3D animation. In addition, it constructs a 3D animation framework for the visualization of discrete simulation results. This framework supports the reuse of both the existing 3D animation objects and behavior components, and allows the rapid development of new 3D animation objects by users with no special knowledge in computer graphics. This approach has been implemented with the software component technology. As an application in virtual manufacturing, visualizations of an electronics assembly factory are also provided in the paper to demonstrate the performance of this new approach.

DEVELOPMENT OF A POST-PROCESSING PROGRAM FOR VISUALIZATION OF MRI DATA (MRI Data 가시화용 후처리 프로그램 개발)

  • Myong, H.K.;Choi, H.H.
    • 한국전산유체공학회:학술대회논문집
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    • 2007.10a
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    • pp.67-72
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    • 2007
  • A post-processing program based on the OOP(Object-Oriented Programming) concept has been developed for visualization of MRI. User-friendly GUl(Graphic User Interface) has been built on the base of MFC(Microsoft Foundation Class). The program is organized as modules by classes based on VTK-library, and these classes are made to function through inheritance and cooperation which are an important and valuable concept of object-oriented programming. The major functions of this post-processor program are introduced and demonstrated, which include contour plot, surface plots, cut plot and clip plot as well as view manipulation (translation, rotation, scaling etc).

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