• 제목/요약/키워드: on-device

검색결과 19,479건 처리시간 0.041초

Comparison of On-Device AI Software Tools

  • Song, Hong-Jong
    • International Journal of Advanced Culture Technology
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    • 제10권2호
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    • pp.246-251
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    • 2022
  • As the number of data and devices explodes, centralized data processing and AI analysis have limitations due to the load on the network and cloud. On-device AI technology can provide intelligent services without overloading the network and cloud because the device itself performs AI models. Accordingly, the need for on-device AI technology is emerging. Many smartphones are equipped with On-Device AI technology to support the use of related functions. In this paper, we compare software tools that implement On-Device AI.

펠릿과 헐의 분리 연구를 위한 슬리팅 장치 개발 (Development of the slitting device on separation study of pellet and hull)

  • 정재후;윤지섭;홍동희;김영환;진재현;박기용
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2003년도 춘계학술대회논문집
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    • pp.236-239
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    • 2003
  • The spent fuel slitting device is an equipment developed in order to feed UO$_2$pellet to the dry pulverizing/mixing device. In this study, we have compared and analyzed the handling method of the slitting and that of the pellet and hull, processing time, separating time for 20kgHM, the number of blades, on the existing slitting device using in DUPIC, and spent fuel management technology research and test facility. Also, we have compared and analyzed about an advantage and weak point, designing and producing, processing, establishment, operation, maintenance about the vertical and horizontal slitting device. Based on these results, we have developed the vertical slitting device. By using the results, we have enhanced the slitting processing time(over 40%)in comparison with DUPIC device, and it will is effectively applied to available data for designing and producing of the hot test facility.

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A New Approach to On-Line Monitoring Device for ZnO Surge Arresters

  • Lee Bok-Hee;Gil Hyoung-Jun;Kang Sung-Man
    • KIEE International Transactions on Electrophysics and Applications
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    • 제5C권3호
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    • pp.131-137
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    • 2005
  • This paper describes a new approach to the algorithm and fundamental characteristics of the device for monitoring the leakage currents flowing through zinc oxide (ZnO) surge arresters. In order to obtain a technique for a new on-line monitoring device that can be used in the deterioration diagnosis of ZnO surge arresters, the new algorithm and on-line leakage current detection device for extracting the resistive and capacitive currents using the phase shift addition method were proposed. The computer-based on-line monitoring device can sense accurately the power frequency leakage currents flowing through ZnO surge arresters. The on-line leakage current monitoring device of ZnO surge arresters proposed in this work has the high sensitivity compared to the third harmonic leakage current detection devices. As a consequence, it was found that the proposed leakage current monitoring device would be useful for forecasting the defects and degradation of ZnO surge arresters.

XML BASED SINGLE SIGN-ON SCHEME FOR DEVICE CONTROL IN UBIQUITOUS ENVIRONMENT

  • Jeong, Jong-Il;Lee, Seung-Hun;Shin, Dong-Il;Shin, Dong-Kyoo
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2009년도 IWAIT
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    • pp.298-302
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    • 2009
  • This paper proposes a single sign-on scheme in which a mobile user offers his credential information to a home network running the OSGi (Open Service Gateway Initiative) service platform, to obtain user authentication and control a remote device through a mobile device using this authentication scheme, based on SAML (Security Assertion Markup Language). Especially by defining the single sign-on profile to overcome the handicap of the low computing and memory capability of the mobile device, we provide a clue to applying automated user authentication to control a remote device via a mobile device for distributed mobile environments such as a home network based on OSGi.

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Analysis of Channel Flow Low During Fuelling Operation of Selected Fuel Channels at Wolsong NPP

  • I. Namgung;Lee, S.K.
    • Nuclear Engineering and Technology
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    • 제34권5호
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    • pp.502-516
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    • 2002
  • Wolsong NPP are CANDU6 type reactors and there are 4 CANDU6 type reactors in commercial operation. CANDU type reactors require on-power refuelling by two remote controlled F/Ms (Fuelling Machines). Most of channels, fuel bundles are float by channel coolant flow and move toward downstream, however in about 30% of channels the coolant flow are not sufficient enough to carry fuel bundles to downstream. For those channels a special device, FARE (Flow Assist Ram Extension) device, is used to create additional force to push fuel bundles. It has been showing that during fuelling operation of some channels the channel coolant flow rate is reduced below specified limit (80% of normal), and consequently trip alarm signal turns on. This phenomenon occurs on selected channels that are instrumented for the channel flow and required to use the FARE device for refuelling. Hence it is believed that the FARE device causes the problem. It is also suspected that other channels that do not use the FARE device for refuelling might also go into channel flow low state. The analysis revealed that the channel How low occurs as the FARE device is introduced into the core and disappears as the FARE device is removed from the core. This paper presented the FARE device behavior, detailed fuelling operation sequence with the FARE device and effect on channel flow low phenomena. The FARE device components design changes are also suggested, such as increasing the number or now holes in the tube and flow slots in the ring orifice.

Hydro Dynamic Model을 이용한 CMOS의 파괴특성의 Transient Simulation해석 (Transient Simulation of CMOS Breakdown characteristics based on Hydro Dynamic Model)

  • 최원철
    • 한국산업융합학회 논문집
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    • 제5권1호
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    • pp.39-43
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    • 2002
  • In present much CMOS devices used in VLSI circuit and Logic circuit. With increasing a number of device in VLSI, the confidence becomes more serious. This paper describe the mechanism of breakdown on CMOS, especially n-MOS, based on Hydro Dynamic model with device self-heating. Additionally, illustrate the CMOS latch-up characteristics on simplified device structure on this paper.

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IoT 온디바이스 AI 실현을 위한 AI 모델 레포지토리 (AI Model Repository for Realizing IoT On-device AI)

  • 이석준;최충재;성낙명
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 추계학술대회
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    • pp.597-599
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    • 2022
  • IoT 디바이스에서 on-device AI를 수행할 때, 타겟 서비스나 디바이스의 환경에 따라 필요한 AI 모델이 달라질 수 있다. 또한, 기존 AI 모델도 federated learning과 같이 추가적인 데이터를 이용해 트레이닝을 하거나 보다 향상된 새로운 기법을 사용하는 등 업데이트가 일어날 수 있다. 이에 따라 IoT 디바이스에서 양질의 AI 서비스를 수행하기 위해서는 상황에 따라 필요한 AI 모델을 선택적으로 사용하거나 최적화된 최신 버전의 AI 모델로 업데이트 할 수 있어야 한다. 본 논문에서는 이를 지원하기 위한 AI 모델 레포지토리를 제안한다. 레포지토리는 AI 모델의 등록, 검색, 관리 및 배포를 지원하며 실사용을 위한 웹 포털을 포함한다. 제안하는 시스템의 실효성 확인을 위해 Node.js와 Vue.js로 구현하여 동작을 확인하였다.

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출력장치의 인쇄특성을 고려한 모니텅상의 컬러교정 (A Studyt on the soft-proofing method on Monitor using characteristics of printing device)

  • 송경철;강상훈
    • 한국인쇄학회:학술대회논문집
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    • 한국인쇄학회 2000년도 춘계 학술발표회 논문집
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    • pp.45-55
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    • 2000
  • Recently, as the prepress mainstream is changed to the digital wolkflow, various digital proofing systems such as high price dye sublimation printers and low price ink jet printers are widely used in printing industry. Generally, CRT monitors are also often used as a soft proofing device for hard-copy image output. However, displayed color image on CRT monitor does not match to the actual color printing sheets. Because, the color space of CRT monitor used RGB color space, and it is differ with printing device color space, CMY. Therefore, proper color compensations are needed to match the colors between hard-copy proofs on the printing device and soft copy proofs on the monitor. For the proper compensation, we used LUT and gamut mapping method for color space transformation between device dependent color space and device independent color space, vis a vis. This paper shows the application method and the usefulness of CRT monitor for the soft-copy proofing using the output characteristics of printing device.

Sewing-enabled electric button for smart fabric

  • Lee, Kang-Ho;Lee, Dongkyu;Lee, Yong-Goo;Kwon, Ohwon
    • 센서학회지
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    • 제30권2호
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    • pp.67-70
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    • 2021
  • A new button-shaped electrical device was developed for a smart fabric. This electric button can be sewn anywhere on the garment, similar to a traditional button fastener. t not only performs a decorative function but also makes the fabric suitable for use in Internet of Things (IoT) applications. It has metallic through-holes such that it can be fastened onto a fabric by conductive sewing threads. When threaded through metallic holes, the button can communicate with the external device by transmitting and receiving data. In addition, it adds specific functions by stacking a detachable application layer on the base layer. It is robust to frequent washing, and thus has excellent repeatability for use as an IoT device. The feasibility of the electric button was successfully demonstrated by its ability to identify the physical activities of walking and running, monitoring ambient temperature, and turning on LED lights.

의료기기 이상사례 보고에 대한 국내 이해관계자의 관점 차이 (Perspective Diversity of Domestic Stakeholders on Medical Device Adverse Event Reporting)

  • 이예진;윤치호;최수정;강영준;김진국;권범선;이유경;남기창
    • 대한의용생체공학회:의공학회지
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    • 제40권5호
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    • pp.171-178
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    • 2019
  • This study was conducted to observe the differences in perspective of medical device adverse events and report exchange for domestic stakeholders. The post-market surveillance of medical device not only improves the usability and functionality of the device but also identifies new or growing risks caused by the device. APEC (Asia-Pacific Economic Cooperation) have established and operated post-market surveillance systems for medical devices based on IMDRF (International Medical Device Regulators Forum) and GHTF (Global Harmonization Task Force) guidelines. However, there are significant gaps in many aspects. It is essential to apply harmonized guidelines internationally but also to interpret and apply the guidelines consistently to report and exchange medical device adverse event in domestic. This study retrospectively analyzed the results of surveys conducted by providing examples of the adverse events and guidelines for post-market surveillance. The results of the study showed that there was a considerable difference in the judgment on the phase of using medical device for patient. In the case of medical device adverse event, different opinions shown according to knowledge and experience. Education and training are needed to have a harmonized perspective on the reporting and exchanging international guidelines of the adverse event for domestic stakeholders.