• 소성∙가공
• /
• 제24권3호
• /
• pp.212-217
• /
• 2015

SmartCrown is a system to control the plate crown by shifting the sine-shaped work rolls in the axial direction. The control range of the plate crown depends on a depth of sine-shaped roll profile because the roll radius varies continuously along the axial direction. When the roll profile is changed to improve the control range, the contact stress between the work roll and the back-up roll also changes. In the current study, the contact stress for various profiles and rolling conditions were analyzed using the finite element method and compared with results from Hertzian contact theory. A submodel method is used to increase the accuracy of the finite element analysis. The analysis results showed that the maximum increase in the contact stress was only 53MPa, so it is anticipated that no back-up roll spalling will occur.

• 디지털산업정보학회논문지
• /
• 제14권4호
• /
• pp.57-68
• /
• 2018

This paper presents a smart firefighting appliances monitoring system based on big data analytics platform using GS1 for Smart City. Typical firefighting appliances are fire hydrant, fire extinguisher, fire alarm, sprinkler, fire engine, etc. for the fire of classes A/B/C/D/E. Among them, the dry chemical fire extinguisher have been widely supplied and 6 millions ones were replaced for the aging ones over 10 years in the past year. However, only 5% of them have been collected for recycling of chemical materials included the heavy metals of environment pollution. Therefore, we considered the trace of firefighting appliances from production to disposal for the public open service. In the paper, we suggest 1) a smart firefighting appliances system using GS1, 2) a big data analytics platform and 3) a public open service and visualization with the analyzed information, for fire extinguishers from production to disposal. It can give the information and the visualized diagrams with the analyzed data through the public open service and the free Apps.

• International Journal of Internet, Broadcasting and Communication
• /
• 제13권3호
• /
• pp.148-154
• /
• 2021

We propose the AI Smart Factory Model for integrated management of production processes in this paper .It is an integrated platform system for the production of food packaging containers, consisting of a platform system for the main producer, one or more production partner platform systems, and one or more raw material partner platform systems while each subsystem of the three systems consists of an integrated storage server platform that can be expanded infinitely with flexible systems that can extend client PCs and main servers according to size and integrated management of overall raw materials and production-related information. The hardware collects production site information in real time by using various equipment such as PLCs, on-site PCs, barcode printers, and wireless APs at the production site. MES and e-SCM data are stored in the cloud database server to ensure security and high availability of data, and accumulated as big data. It was built based on the project focused on dissemination and diffusion of the smart factory construction, advancement, and easy maintenance system promoted by the Ministry of SMEs and Startups to enhance the competitiveness of small and medium-sized enterprises (SMEs) manufacturing sites while we plan to propose this model in the paper to state funding projects for SMEs.

• Composites Research
• /
• 제34권6호
• /
• pp.400-405
• /
• 2021

본 연구에서는 인장 시 에너지 하베스팅을 하는 Polyvinylidene Fluoride(PVDF) 리본 하베스터를 신발에 접목한 스마트 슈즈의 에너지 하베스팅 효율을 증가시키기 위한 복합재료 프레임을 설계하였다. 프레임의 하중방향 변형량을 최소화하기 위해 이방성 재료인 탄소 연속 섬유를 사용하여 설계하고 3D 프린터를 이용하여 복잡한 형상을 제작하였다. 보행 시 발생하는 하중에 의한 안창과 중창의 변형량을 계산하기 위해 스프링 요소를 이용하여 안창과 중창을 모델링 하였다. 유한요소 해석을 사용하여 보행 시 스마트 슈즈에 장착된 리본형 하베스터의 인장량을 계산하였다. 예측된 하베스터의 최종 인장 길이 정보는 스마트 슈즈의 에너지 하베스팅 효율 증대에 활용할 수 있을 것으로 기대된다.

• 한국의류학회지
• /
• 제47권1호
• /
• pp.123-136
• /
• 2023

To develop smart sportswear capable of measuring biometric data, we created a close-fitting pattern using two- and three-dimensional (2D and 3D, respectively) methods. After 3D virtual fitting, the tightness of each pattern was evaluated using image processing of contact points, mesh deviation, and cross-sectional shapes. In contact-point analysis, the 3D pattern showed high rates of contact with the body (84.6% and 93.1% for shirts and pants, respectively). Compared with the 2D pattern, the 3D pattern demonstrated closer contact at the lower chest, upper arm, and thigh regions, where electrocardiography and electromyography were primarily carried out. The overall average gap was also lower in the 3D pattern (5.27 and 4.66 mm in shirts and pants, respectively). In the underbust, waist, thigh circumference, and mid-thigh circumference, the cross-section distance between clothing and body was showed a statistically significant difference and evenly distributed in the 3D pattern, exhibiting more closeness. The tightness and fit of the 3D smart sportswear sensor pattern were successfully evaluated. We believe that this study is critical, as it facilitates the comparison of different patterns through visualization and digitization through 3D virtual fitting.

• International journal of advanced smart convergence
• /
• 제12권4호
• /
• pp.142-146
• /
• 2023

We present a method for generating 3D structures and rendering objects by combining VAE (Variational Autoencoder) and GAN (Generative Adversarial Network). This approach focuses on generating and rendering 3D models with improved quality using residual learning as the learning method for the encoder. We deep stack the encoder layers to accurately reflect the features of the image and apply residual blocks to solve the problems of deep layers to improve the encoder performance. This solves the problems of gradient vanishing and exploding, which are problems when constructing a deep neural network, and creates a 3D model of improved quality. To accurately extract image features, we construct deep layers of the encoder model and apply the residual function to learning to model with more detailed information. The generated model has more detailed voxels for more accurate representation, is rendered by adding materials and lighting, and is finally converted into a mesh model. 3D models have excellent visual quality and accuracy, making them useful in various fields such as virtual reality, game development, and metaverse.

• 현장농수산연구지
• /
• 제25권4호
• /
• pp.67-77
• /
• 2024

This study analyzed the profitability and diagnosed business performance of fruit and vegetable (cherry tomatoes, tomatoes, strawberries, cucumbers) businesses targeting young farmers participating in the youth business incubation center of A Smart Farm Innovation Valley. The purpose of this is to provide basic data for decision-making by prospective young entrepreneurs. As a result of the analysis, Smart Farm Innovation Valley had the advantage of having a fixed rental fee. As a result, it was analyzed that various costs such as depreciation of large farm equipment, depreciation of farming facilities, repair and maintenance costs, land rent, floating capital service cost, fixed capital service cost, and land capital service cost are being reduced. However, excessive input of labor, water, electricity, other materials, and fertilizer costs was being made. Guidance to reduce these costs is expected to make a significant contribution to expanding the influx of young farmers.

• 정보관리학회지
• /
• 제38권1호
• /
• pp.25-51
• /
• 2021

본 연구에서는 디지털자료 운영 현황을 분석하여 도서관의 스마트디지털 환경을 위한 스마트도서관 도입에 필요한 기초 자료를 제공하고자 하였다. 이를 위해 전국 공공도서관 디지털자료실·디지털자료 담당자 213명을 대상으로 디지털자료 운영실태 조사를 실시하였다. 연구 결과, 첫째, 응답 공공도서관의 80.8%가 디지털자료실을 운영하고 있으며, 평균 1.75명이 디지털자료 관리 업무를 담당하고 있다. 응답 공공도서관은 개방형 와이파이가 설치되어 있으나 5G 서비스는 11.3%만이 도입하고 있는 것으로 나타났다. 둘째, 응답 공공도서관이 가장 많이 보유하고 있는 디지털자료는 영상 콘텐츠(63.8%)이며, 다음으로 전자책(53.5%)과 오디오북(53.5%) 순으로 조사되었다. 그 외, 오디오북은 평균 781종, 영상콘텐츠는 4,985종, 영상외 비도서 콘텐츠는 3,616종, 기타 디지털자료는 626종을 보유하고 있는 것으로 조사되었다. 본 연구는 도서관 스마트디지털 환경 구축과 스마트도서관 도입을 위한 기초 연구로서 향후 디지털 자료 활성화 방안, 스마트도서관 도입에 관한 사서의 인식조사 연구가 수행될 필요가 있다.

• Smart Structures and Systems
• /
• 제19권3호
• /
• pp.323-333
• /
• 2017

Waste materials in concrete have been considered as one of the most important issues by the authorities, policy makers and researchers to maintain engineering serviceability in terms of economy, durability and sustainability. Therefore, evaluation and selection of waste materials with respect to multi criteria decision making (MCDM) for the construction industry has been gained importance for recovery and reuse. In this paper, Choquet integral based fuzzy approach is proposed for evaluating the most suitable waste materials with respect to compressive strength, tensile strength, flexural strength, compactness, toughness (resistivity for dynamic loads), water absorption and accessibility. On conclusion, waste tyre and silica fume were determined as the most suitable waste materials for concrete production. The obtained results are recommended to assist the authorities on configuring well designed strategies for construction industry with disposal materials.

• 한국식품저장유통학회지
• /
• 제23권4호
• /
• pp.471-478
• /
• 2016

본 연구에서는 신선식품의 품질유통 시스템 구축을 위하여 Peltier 효과를 기반으로 한 열전소자 배송시스템에 잠열재를 탑재한 이동식 저온 컨테이너를 농산물의 유통에 적용하고자 하였다. 실험 방법은 개발된 열전소자 배송시스템 및 개발잠열재를 이용한 이동식 저온 컨테이너에 저장 중 피망의 품질을 평가하여 대조구인 EPS 박스의 피망과 비교 평가하였다. 피망의 저장 중 품질측정 결과, 중량 감소량은 증가하였으나 수분함량은 저장기간동안 90.96~94.43% 수준을 유지하였다. 비타민 C 함량은 감소하는 경향을 나타내었으며 처리구(BPT-5, 10)의 경우 대조구(BPC)에 비해 감소율이 낮게 나타났다. 색도 측정 결과 ${\Delta}E$ 값은 저장기간동안 증가하였으며 21일 때 BPT-5의 ${\Delta}E$ 값은 5.05인데 반해 BPC의 값은 41.8로 크게 증가함을 알 수 있었다. 총균수 또한 저장 21일째 대조구에 비해 BPT-5 처리구가 약 1 log scale 낮은 수준을 나타내어 연구에서 개발한 수배송 용기가 품질 유지에 효과적인 것으로 판단된다. 전체적인 결과를 종합하였을 때, 본 연구를 위하여 개발된 이동식 저온 컨테이너가 피망의 저장성 증가에 효과가 있는 것으로 판단되었다. 하지만 이동식 저온 컨테이너의 개발은 초기단계이며 잠열재의 무게로 인해 하중부담이 크다는 단점을 보완하기 위해 더 많은 연구가 이루어져야 할 것이다.