• Title/Summary/Keyword: Data generation

Search Result 6,507, Processing Time 0.038 seconds

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

  • Kim D.J.;Song Y.J.;Hahn Y.H.
    • Korean Journal of Computational Design and Engineering
    • /
    • v.10 no.1
    • /
    • pp.11-16
    • /
    • 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.

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

  • Lee, Kyung-Jae;Yu, Sung-Chul;Kim, Yeong-Han;Lee, Hyo-Sang
    • Proceedings of the KIEE Conference
    • /
    • 1987.11a
    • /
    • pp.109-113
    • /
    • 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.

  • PDF

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

  • Kim, H.J.;Choi, J.Y.;Oh, A.R.;Jee, H.K.
    • Electronics and Telecommunications Trends
    • /
    • v.37 no.3
    • /
    • pp.64-73
    • /
    • 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.

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

  • Gun-Ha Park;Su-Chang Lim;Jong-Chan Kim
    • The Journal of the Korea institute of electronic communication sciences
    • /
    • v.19 no.2
    • /
    • pp.383-388
    • /
    • 2024
  • This paper is a study to derive the predicted value of power generation based on the photovoltaic power generation data measured in Jeollanam-do, South Korea. Multivariate variables such as direct current, alternating current, and environmental data were measured in the inverter to measure the amount of power generation, and pre-processing was performed to ensure the stability and reliability of the measured values. Correlation analysis used only data with high correlation with power generation in time series data for prediction using partial autocorrelation function (PACF). Deep learning models were used to measure the amount of power generation to predict the amount of photovoltaic power generation, and the results of correlation analysis of each multivariate variable were used to increase the prediction accuracy. Learning using refined data was more stable than when existing data were used as it was, and the solar power generation prediction algorithm was improved by using only highly correlated variables among multivariate variables by reflecting the correlation analysis results.

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

  • Park, Min Jeong
    • Journal of Home Health Care Nursing
    • /
    • v.23 no.1
    • /
    • pp.34-44
    • /
    • 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.

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 - (MZ세대(2030대) 남성의 체형비교 및 체형 변화 연구 - 제 7차, 제 8차 사이즈코리아 직접 측정치를 기준으로 -)

  • Ji-Eun Kim;Eun-Kyong Kim
    • Journal of the Korea Fashion and Costume Design Association
    • /
    • v.25 no.1
    • /
    • pp.33-47
    • /
    • 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.

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

  • Joo-Sung Lee
    • Journal of the Society of Naval Architects of Korea
    • /
    • v.33 no.3
    • /
    • pp.81-93
    • /
    • 1996
  • In this paper reviewed are the past studies on the plate forming and introduced is the computer aided marking data generation system which should precede the automation system for plate forming by line heating method. The developed computer aided marking data generation system has been applied to a real surface which is frequently found in the bow and the stern area of a ship. From its application results, the estimated surface by the present marking data generation system is very close to the given surface and the generated marking data also shows reasonably good agreement with those in the real practice in ship yard at present. shows very good agreement. When the marking data generation system has been complemented through more applications to real surface models, then it can be practically used in the real practice in ship yard.

  • PDF

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

  • Lee, Heejae;Jeon, Jongmoo;Yang, Jaehun;Park, Chansik;Lee, Dongmin
    • International conference on construction engineering and project management
    • /
    • 2022.06a
    • /
    • pp.893-903
    • /
    • 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.

  • PDF

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

  • Kim, Dong-Wan;Park, Ji-Ho;An, Young-Joo
    • The Transactions of the Korean Institute of Electrical Engineers P
    • /
    • v.67 no.3
    • /
    • pp.160-167
    • /
    • 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.

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

  • Kim, Sang-Dong;Park, Ji-Ho;Kim, Dong-Wan
    • The Transactions of The Korean Institute of Electrical Engineers
    • /
    • v.65 no.7
    • /
    • pp.1295-1302
    • /
    • 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.