• 제목/요약/키워드: ROM-based

검색결과 350건 처리시간 0.023초

플라스틱 블로우몰딩 공정의 해석기반 디지털 트윈 구현 (Implementation of an simulation-based digital twin for the plastic blow molding process)

  • 홍석관
    • Design & Manufacturing
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    • 제17권3호
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    • pp.1-7
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    • 2023
  • Blow molding is a manufacturing process in which thermoplastic preforms are preheated and then pneumatically expanded within a mold to produce hollow products of various shapes. The two-step process, a type of blow molding method, requires the output of multiple infrared lamps to be adjusted individually, so the process of finding initial conditions hinders productivity. In this study, digital twin technology was applied to solve this problem. A blow molding simulation technique was established and simulation-based metadata was generated. A response surface ROM (Reduced Order Model) was built using the generated metadata. Then, a dynamic ROM was constructed using the results of 3D heat transfer analysis. Through this, users can quickly check the product wall thickness uniformity according to changes in the control value of the heating lamp for products of various shapes, and at the same time, check the temperature distribution of the preform in real time.

Gain-Phase 추출 기능을 가진 FDFS의 설계 및 검증 (Design and Implementation of DDFS Including Gain-Phase Detector)

  • 도재철;조준영;이태호;송영석;최창;박종식
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2001년도 합동 추계학술대회 논문집 정보 및 제어부문
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    • pp.334-337
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    • 2001
  • In this paper we implemented DDFS and gam-phase dectector which use output of DDFS or any sinusoidal signal input to broaden the usability of DDFS. DDFS is composed of a 32 bits phase accumulator, phase increment registers, ROM and several registers for controlling the operations. It generates the digital data for sine wave up to the half of the clock frequency. To reduce the ROM size and increase the speed, we adopt the algorithms based on Taylor's series expansion method. Data at sparse phase intervals are stored in ROM and sine data between intervals are calculated in hardware. Function of Gain-Phase Extraction consists of sine lookup of DDFS and the optimized multipliers.

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디지털 도서관(圖書館)과 정보관리 (Digital Library and Information Management)

  • 김순자
    • 정보관리연구
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    • 제26권1호
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    • pp.16-51
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    • 1995
  • 정보관리 분야에서는 컴퓨터와 정보 네트워크의 발달, 그리고 초고속 정보통신망 구축과 같은 환경변화로 인하여 새로운 시대를 맞이하고 있다. 이러한 변화의 시대에 정보의 중요성과 새로운 정보기술의 발달, 정보이용자들의 주변환경 변화를 인식하게 됨에 따라 디지털 도서관(digital library)을 구상하게 되었다. 본고에서는 새롭게 등장한 디지털 도서관의 개념과 기능을 알아보고, CD-ROM, OCR 기법과 이미지 스캐닝, hypertext, hypermedia, multimedia와 같은 정보기술에 대해서 살펴보았다. 또한 이러한 기술을 응용한 시스템 사례를 살펴봄으로써 정보관리 분야에서 새로운 전자정보 서비스를 위한 전략과 정보의 디지털 화를 위한 응용가능성을 살펴보고자 한다.

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역사적 기록 문서에서 효율적인 유사도 및 클러스터링 측정에 관한 연구 (A Study on the efficiency of similarity and clustering measure in Historical Writing Document)

  • 한광덕
    • 한국컴퓨터정보학회논문지
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    • 제7권4호
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    • pp.94-101
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    • 2002
  • Web상에 있는 문서들이 다양하고, 복잡 그리고 대형화함에 따라 문서의 표현과 전달체계에서도 많은 변화가 요구되고 있다. 조선왕조실록문서(Annal of The chosun Dynasty)는 역사적 사실을 연구하는데 중요한 문서이고, CD-ROM으로도 출판되었다. 그러나 문서의 접근 방법에 대해 검색의 단순성 그리고 내용 기반(content-based)으로 구성되었기 때문에 문서의 구성요소들 간의 사건연관 (event-relationship)를 엮어주는 데는 어려운 점이 많다. 따라서 본 논문에서는 조선왕조실록 문서들간의 효율적이고, 적절한 유사성 및 클러스터링 방법을 실험하여 문서들간의 사건연관을 찾아내도록 연구했다. 연구 방법으로는 조선왕조실록 문서들간의 유사도 방법들을 시뮬레이션하여 역사적 기록문서에 가장 적합한 유사도 방법을 찾아내고, 유사도 확률에 따라 그 문서들을 클러스터링 하였다. 평가결과 클러스터링을 한 문서들을 실제 확인해본 결과 사실과 거의 같다는 것이 증명되었다.

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Application of POD reduced-order algorithm on data-driven modeling of rod bundle

  • Kang, Huilun;Tian, Zhaofei;Chen, Guangliang;Li, Lei;Wang, Tianyu
    • Nuclear Engineering and Technology
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    • 제54권1호
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    • pp.36-48
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    • 2022
  • As a valid numerical method to obtain a high-resolution result of a flow field, computational fluid dynamics (CFD) have been widely used to study coolant flow and heat transfer characteristics in fuel rod bundles. However, the time-consuming, iterative calculation of Navier-Stokes equations makes CFD unsuitable for the scenarios that require efficient simulation such as sensitivity analysis and uncertainty quantification. To solve this problem, a reduced-order model (ROM) based on proper orthogonal decomposition (POD) and machine learning (ML) is proposed to simulate the flow field efficiently. Firstly, a validated CFD model to output the flow field data set of the rod bundle is established. Secondly, based on the POD method, the modes and corresponding coefficients of the flow field were extracted. Then, an deep feed-forward neural network, due to its efficiency in approximating arbitrary functions and its ability to handle high-dimensional and strong nonlinear problems, is selected to build a model that maps the non-linear relationship between the mode coefficients and the boundary conditions. A trained surrogate model for modes coefficients prediction is obtained after a certain number of training iterations. Finally, the flow field is reconstructed by combining the product of the POD basis and coefficients. Based on the test dataset, an evaluation of the ROM is carried out. The evaluation results show that the proposed POD-ROM accurately describe the flow status of the fluid field in rod bundles with high resolution in only a few milliseconds.

탄력밴드를 이용한 PNF 운동이 유방암 절제술에 속발한 상지 림프부종 환자의 부종, 관절가동범위 및 통증에 미치는 영향 -열린 홀딩과 닫힌 홀딩의 차이- (The Effects of Proprioceptive Neuromuscular Facilitation (PNF) Using Elastic Bands on Edema, Range of Motion, and Pain in Post-Mastectomy Patients with Upper Limb Lymphedema: Differences between Open-Hand and Closed-Hand Grips)

  • 조예진;이상열
    • PNF and Movement
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    • 제18권1호
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    • pp.1-10
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    • 2020
  • Purpose: This study was conducted to examine the effects of a PNF intervention using elastic bands on edema, range of motion (ROM), and pain in post-mastectomy patients with upper limb lymphedema, according to their hand grip type. Methods: The subjects were 14 female patients who were at Stage II lymphedema after undergoing mastectomy for Stage II breast cancer. They were randomly divided into an experimental group (n =7) and a control group (n = 7). Both groups participated in a treatment program four times (one time under the therapist's instructions and three times as self-exercise) a week for 4 weeks. Both groups repeated an upper limb PNF pattern exercise for 30 min using elastic bands after receiving a manual lymph drainage treatment for 1 hour. Here, subjects in the experimental group performed the PNF exercise with an open-hand grip by putting their hands into the loops of elastic bands and keeping their fingers spread out. Subjects in the control group performed the PNF exercise with a closed-hand grip by holding the loops of elastic bands with their fingers. In both groups, the subjects' edema, ROM, and pain levels were measured before the intervention and 2, 3 and 4 weeks after the intervention. Results: As a result of the experiment, both groups demonstrated edema reductions, ROM increases, and pain reductions in four areas of the upper limbs. Notably, the experimental group exhibited larger ROM increases in flexion, extension, and abduction as well as greater edema and pain reductions than the control group. In particular, the most significant effects were found in the elbow of the four upper limb areas for edema reductions and in extension for ROM increases. Conclusion: The present study indicates that exercise therapy-based approaches using elastic bands in post-mastectomy patients with upper limb lymphedema can have different effects depending on the type of hand grip (open or closed), which is the body's most distal part. Therefore, these approaches should be based on the conditions of the distal parts of the patient's body for their effective applications in clinical practice.

구조 변형이 있는 평면 위의 비정상 유동해석을 위한 준-정상 기법 (A Quasi-Steady Method for Unsteady Flows over Surfaces with Structural Deformation)

  • 김민수;이남훈;이학태;이승수;김헌주
    • 한국항공우주학회지
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    • 제45권1호
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    • pp.1-9
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    • 2017
  • 본 논문은 초음속 공탄성(aeroelastics) 해석 시간 절약을 위한 준-정상 축약 모델을 제안하고 이를 검증하였다. 유동이 초음속이고 유동의 특성시간이 구조변형의 특성시간에 비해 작을 경우, 유동의 비정상성이 작아 비정상 유동해 대신 정상 유동해를 이용하여 공탄성 해석을 할 수 있다. 크리깅 기법을 적용하여 유동의 축약모델을 구축하였다. 매 시간 축약모델로부터 예측된 표면해가 구조해석의 경계조건으로 사용되었다. 크리킹 기법을 적용한 축약모델을 비정상해석 결과와 비교하여 검증하였다.

홍수시 댐 운영방안을 내부 경계조건으로 포함하는 부정류 계산모형 (Unsteady Flow Model Including a Dam Operation Rule for Flood Control as Internal Boundary Condition)

  • 유명관;전경수
    • 한국수자원학회논문집
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    • 제37권12호
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    • pp.1043-1054
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    • 2004
  • 다양한 내부경계를 포함하는 폐합형 하천수계에 대한 부정류 계산모형을 개발하였다. 계산모형은 폐합형 수계모형으로서, 계산기법으로는 Preissmann의 4점 음해법과 폐합형 double sweep 알고리즘에 근거한 모형을 사용하였다. 또한 댐 및 수중보 등의 수공구조물에서 발생할 수 있는 월류흐름, 오리피스형 흐름 등에 대한 모의가 가능하도록 하고, Auto ROM에 의한 댐에서의 홍수조절 방안을 내부경계 조건으로 포함하여 홍수시 운영조건에 대한 모의가 가능하도록 하였다. 팔당댐 하류부와 충주 조정지댐 하류의 남한강 구간 및 화천댐 하류의 북한강 구간을 포함하도록 한강 수계에 대한 계산모형을 수립하였다. 또한 과거에 발생한 총 11개의 홍수사상을 사용하여 남한강 구간에 대한 조도계수를 추정하였다. 홍수기간 중 목표수위를 유지하도록 하는 팔당댐 및 북한강 수계 댐들의 홍수조절 방안을 설정하고, 수립된 방법을 사용하여 과거에 발생한 홍수사상에 대한 모의계산을 수행한 결과, 설정된 홍수조절 방안이 잘 모의되는 것으로 나타났다.

The Changes in Range of Motion after a Lumbar Spinal Arthroplasty with Charite$^{TM}$ in the Human Cadaveric Spine under Physiologic Compressive Follower Preload: A Comparative Study between Load Control Protocol and Hybrid Protocol

  • Kim, Se-Hoon;Chang, Ung-Kyu;Chang, Jae-Chil;Chun, Kwon-Soo;Lim, T. Jesse;Kim, Daniel H.
    • Journal of Korean Neurosurgical Society
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    • 제46권2호
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    • pp.144-151
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    • 2009
  • Objective: To compare two testing protocols for evaluating range of motion (ROM) changes in the preloaded cadaveric spines implanted with a mobile core type Charite$^{TM}$ lumbar artificial disc. Methods: Using five human cadaveric lumbosacral spines (L2-S2), baseline ROMs were measured with a bending moment of 8 Nm for all motion modes (flexion/extension, lateral bending, and axial rotation) in intact spine. The ROM was tracked using a video-based motion-capturing system. After the Charite$^{TM}$ disc was implanted at the L4-L5 level, the measurement was repeated using two different methods: 1) loading up to 8 Nm with the compressive follower preload as in testing the intact spine (Load control protocol), 2) loading in displacement control until the total ROM of L2-S2 matches that when the intact spine was loaded under load control (Hybrid protocol). The comparison between the data of each protocol was performed. Results: The ROMs of the L4-L5 arthroplasty level were increased in all test modalities (p < 0.05 in bending and rotation) under both load and hybrid protocols. At the adjacent segments, the ROMs were increased in all modes except flexion under load control protocol. Under hybrid protocol, the adjacent segments demonstrated decreased ROMs in all modalities except extension at the inferior segment. Statistical significance between load and hybrid protocols was observed during bending and rotation at the operative and adjacent levels (p< 0.05). Conclusion: In hybrid protocol, the Charite$^{TM}$ disc provided a relatively better restoration of ROM, than in the load control protocol, reproducing clinical observations in terms of motion following surgery.

먼쪽 노뼈 골절환자에게 적용한 칼텐본-에반스 관절가동술의 적용 횟수가 노자관절의 운동성, 통증, 기능과 악력에 미치는 영향 (The Effects of Kaltenborn-Evjenth Joint Mobilization of Application Count on Joint Mobility, Pain, Functions and Grip Strength in Patients with Distal Radius Fracture)

  • 김명진;서동권;이연섭
    • 대한통합의학회지
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    • 제10권3호
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    • pp.247-256
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    • 2022
  • Purpose : The purpose of this study was to investigate the effects of Kaltenborn-Evjenth (KE) joint mobilization of the distal radioulnar joints (RUJ) and proximal RUJ in distal radius fractures (DRFs) on range of motion (ROM), grip strength (GS), and patient-written wrist evaluation (PRWE) in each group once, thrice, or fivefold. Methods : Forty-two subjects participated in this study. We divided the subjects with DRFs into groups applying KE concepts RUJ mobilization once, thrice, and fivefold. The patients' ROM and GS were measured using a joint goniometer and dynamometer, respectively. Pain and function were also assessed using a PRWE. In the statistical analysis, all data were tested for normality using the Shapiro-Wilk test, and paired t-tests were performed for within-group before-and-after comparisons of each intervention. One-way analysis of variance was used for between-group comparisons of differences. All statistical significance levels were set at α=.05. Results : There were significant differences in the ROM in all three groups before and after the intervention (p<.05), but there were no significant differences between the groups. There were significant differences in the GS in the three groups before and after the intervention (p<.05), but there were no significant differences between the groups. In the pain part of the PRWE, all three groups had significant differences before and after intervention (p<.05), but there was no significant difference between the groups. In the functional part of the PRWE, there were significant differences in the three groups before and after intervention (p<.05), but no significant difference occurred between the groups. Conclusion : Based on the aforementioned results, there were no significant between-group differences in ROM, GS, and PRWE (pain and function) after the application of the K-E joint mobilization to DRFs once, thrice, and fivefold. Nevertheless, there were significant within-group differences in all the above.