• 제목/요약/키워드: Data Generation

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AUTO CAD를 이용한 2차원 윤곽 및 포켓가공용 NC 데이터 자동 생성에 관한 연구 (Automatic NC Data Generation for 2D Contour and Pocket Machining using AUTO CAD)

  • 김동직;송윤준;한영호
    • 한국CDE학회논문집
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    • 제10권1호
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    • pp.11-16
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    • 2005
  • CAD/CAM system may have such advantages of cost reduction, production time shortening, and product quality improvement. But current advanced versions of CAD/CAM system for 3-D NC data generation are too much expensive to purchase and too difficult to make full use for small-scale manufacturers whose main products are of 2-D simple shapes. The objective of this paper is to introduce a cost-effective way to 2-D NC data generation with a widely spread CAD software. Using VISUAL LISP in the well-known AUTO-CAD, the contents and steps of an automatic NC data generation program are presented for 2-D machining of contours and pockets. To approve the usefulness of program, a test application to a real part is exhibited also.

EMS - SCADA 자료연계 (DATA LINKS BETWEEN EMS AND SCADA SYSTEMS)

  • 이경재;유승철;김영한;이효상
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1987년도 정기총회 및 창립40주년기념 학술대회 학회본부
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    • pp.109-113
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    • 1987
  • This paper briefly introduces a strategy of data links between EMS and SCADA systems for the KEPCO's EMS project. For the data links, front end/communication processors are adopted that provide for protocol conversion and communication processing in parallel with EMS/SCADA processing. The data link configuration for a communication channel is point to point links. The EMS - hardware and software - has capability of handling links utilizing both bisync protocol and X.25 (Level 1 and 2)protocol for the data link protocol.

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고해상도 3D 데이터 생성 기술 분석 및 연구 동향 (Trends in High-Resolution 3D Data Generation Technologies)

  • 김현주;최중용;오아름;지형근
    • 전자통신동향분석
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    • 제37권3호
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    • pp.64-73
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    • 2022
  • As the COVID-19 pandemic has decreased face-to-face communication in everyday life, our interest in cultural communication via virtual world has grown significantly. In particular, the demand for applications that use three-dimensional (3D) data generation technology such as virtual reality, augmented reality, virtual performances, and realistic content is rapidly increasing in the entertainment and gaming industries. Additionally, improved computing capacity has increased the demand for high-resolution data. This study investigates the trends in 3D scanning and photogrammetry technologies that can support high-quality 3D data generation and introduces the high-resolution 3D data generation technology developed and reported in ETRI.

인공 신경망 회귀 모델을 활용한 인버터 기반 태양광 발전량 예측 알고리즘 (Inverter-Based Solar Power Prediction Algorithm Using Artificial Neural Network Regression Model)

  • 박건하;임수창;김종찬
    • 한국전자통신학회논문지
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    • 제19권2호
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    • pp.383-388
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    • 2024
  • 본 논문은 전라남도에서 측정한 태양광 발전 데이터를 기반으로 발전량 예측값을 도출하기 위한 연구이다. 발전량 측정을 위해 인버터에서 직류, 교류, 환경데이터와 같은 다변량 변수를 측정하였고, 측정값의 안정성과 신뢰성 확보를 위한 전처리 작업을 수행하였다. 상관관계 분석은 부분자기상관함수(PACF: Partial Autocorrelation Function)을 활용하여 시계열 데이터에서 발전량과 상관성이 높은 데이터만을 예측을 위해 사용하였다. 태양광 발전량 예측을 위해 딥러닝 모델을 이용하여 발전량을 측정했고, 예측 정확도를 높이기 위해 각 다변량 변수의 상관관계 분석 결과를 이용하였다. 정제된 데이터를 활용한 학습은 기존 데이터를 그대로 사용했을 때 보다 안정되었고, 상관관계 분석 결과를 반영하여 다변량 변수 중 상관성이 높은 변수만을 활용하여 태양광 발전량 예측 알고리즘을 개선하였다.

우리나라 에코세대의 자살생각과 관련요인: 2012년도 한국의료패널 자료를 이용하여 (Suicidal Ideation in Korean Echo Generation and Associated Factors : Using 2012 Korea Health Panel Data)

  • 박민정
    • 가정간호학회지
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    • 제23권1호
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    • pp.34-44
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    • 2016
  • Purpose: This study investigated the factors associated with suicidal ideation in the Korean Echo Generation using 2012 Korea Health Panel Data. Methods: The 2012 Korea Health Panel Data were collected from February 2012 to July 2012 and included 2,303 people who responded to a question asking whether they had experienced suicidal ideation. The data were analyzed by chi-square and multiple logistic regression test using SPSS 22.0. Results: The rate of suicidal ideation was 4.2% in the Echo Generation. Factors associated with suicidal ideation in the Echo Generation revealed that the following variables increased the rate of suicidal ideation: sex(odd ratio: 2.39, CI: 1.39-4.09), education(odd ratio: 1.95, CI: 1.08-3.52), depression(odd ratio: 12.06, CI: 6.92-21.03), frustrating experience(odd ratio: 2.52, CI: 1.22-5.20), anxiety about the future(odd ratio: 14.58, CI: 3.20-66.41), self-rated health status(odd ratio: 2.39, CI: 1.39-4.09 and odd ratio: 6.41, CI 2.87-14.33). Conclusion: This study provides a preliminary examination of the factors associated with suicidal ideation in the Echo Generation. A more careful examination may be warranted.

MZ세대(2030대) 남성의 체형비교 및 체형 변화 연구 - 제 7차, 제 8차 사이즈코리아 직접 측정치를 기준으로 - (A Study on MZ Generation(2030s) Male Body Shape Comparison and Body Shape Change - Focused on the 7th and 8th Size Korea's Anthropometric Data -)

  • 김지은;김은경
    • 한국의상디자인학회지
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    • 제25권1호
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    • pp.33-47
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    • 2023
  • In this study, the difference in human body dimensions between the age groups of Generation M (27 to 39 years old) and Generation Z (20 to 26 years old) was analyzed. This study also analyzed if there was a change in the body shape of the MZ generation, who have different sensibilities from the "young people" of the past. In addition, major changes in human body dimensions were carefully analyzed and presented as basic data for clothing design. Therefore, a t-test was performed to verify the significant differences in the measurements of each age group. To examine the change in human body measurements according to the measurement year, the 7th and 8th size Korea data statistics were analyzed. The main required dimensions of clothing design were analyzed graphically for visual changes according to measurement year and age group. As a result of the analysis, Generation Z was found to have a difference in body shape from Generation M, and is generally smaller and slimmer with broader shoulders. In addition, the body shape change between the 7th and 8th measurement periods was significantly higher than the 8th measurement overall. Height has increased and back length has become shorter, resulting in a larger ratio of lower body length. In addition, the proportion of obesity abnormalities has increased. Therefore, since the dimensional system set from the past data can cause problems for the fitting of clothing for the MZ generation, it is necessary to design the clothing and reset the dimensional system making it suitable for the changed the body shape of the MZ generation.

선상가열법에 의한 강판의 곡가공 자동화 시스템(II) (Plate Forming Automation System of Steel Plates by Line Heating Method(II))

  • 이주성
    • 대한조선학회논문집
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    • 제33권3호
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    • pp.81-93
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    • 1996
  • 이 논문에서는 강판의 곡가공과 관련해서 지금까지 수행된 연구의 동향을 검토하였고, 이의 자동화 시스템 구축에 있어서 우선적으로 선행되어야 할 부분으로서 주어진 곡면의 Marking Data를 자동으로 생성하도록 개발한 전산 시스템의 개요와 이를 실제 곡면모델에 적용한 결과를 다루었다. 본 연구에서 소개하는 Marking Data 생성을 위한 전산 시스템을 실제 곡면모델에 적용한 곁과로부터 추정한 곡면이 주어진 곡면에 상당히 접근하는 결과를 보여 주고 있으며 생성된 Marking Data 역시 현재 현장에서 시행하는 것에 부합되는 합리적인 것이였다. 따라서 여기에서 소개한 Marking Data 자동생성을 위한 전산 시스템을 추후 더 많은 곡면모델에의 적용을 통해서 보완한다면 현장에서 충분히 실용적으로 사용할 수 있을 것으로 보여진다.

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Game Engine Driven Synthetic Data Generation for Computer Vision-Based Construction Safety Monitoring

  • Lee, Heejae;Jeon, Jongmoo;Yang, Jaehun;Park, Chansik;Lee, Dongmin
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.893-903
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    • 2022
  • Recently, computer vision (CV)-based safety monitoring (i.e., object detection) system has been widely researched in the construction industry. Sufficient and high-quality data collection is required to detect objects accurately. Such data collection is significant for detecting small objects or images from different camera angles. Although several previous studies proposed novel data augmentation and synthetic data generation approaches, it is still not thoroughly addressed (i.e., limited accuracy) in the dynamic construction work environment. In this study, we proposed a game engine-driven synthetic data generation model to enhance the accuracy of the CV-based object detection model, mainly targeting small objects. In the virtual 3D environment, we generated synthetic data to complement training images by altering the virtual camera angles. The main contribution of this paper is to confirm whether synthetic data generated in the game engine can improve the accuracy of the CV-based object detection model.

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태양광발전 및 ESS 기반 전기차 충전인프라용 블랙박스 개발 (Development of Black Box for EV Charging Infra based on Solar Power Generation and ESS)

  • 김동완;박지호;안영주
    • 전기학회논문지P
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    • 제67권3호
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    • pp.160-167
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    • 2018
  • In this paper, a black box, which is provided the reliability and user safety of home battery energy storage system connected with solar energy generation, is developed. In the developed scheme, a status and diagnosis data of battery management system, power conditioning system, solar energy generation and grid is measured. This status and diagnosis data is stored and displayed in the developed black box. In addition, this status and diagnosis data is stored and displayed in a monitoring system and a smart phone of user. A performance evaluation of the developed black box is carried out using emulator of home battery energy storage system connected with solar energy generation. Consequently, the developed black box is proved its superiority of the reliability and user safety.

태양광발전 연계 가정용 배터리 에너지저장장치의 블랙박스 개발 (Development of Black Box for Home Battery Energy Storage System Connected with Solar Energy Generation)

  • 김상동;박지호;김동완
    • 전기학회논문지
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    • 제65권7호
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    • pp.1295-1302
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    • 2016
  • In this paper, a black box, which is provided the reliability and user safety of home battery energy storage system connected with solar energy generation, is developed. In the developed scheme, a status and diagnosis data of battery management system, power conditioning system, solar energy generation and grid is measured. This status and diagnosis data is stored and displayed in the developed black box. In addition, this status and diagnosis data is stored and displayed in a monitoring system and a smart phone of user. A performance evaluation of the developed black box is carried out using emulator of home battery energy storage system connected with solar energy generation. Consequently, the developed black box is proved its superiority of the reliability and user safety.