• Title/Summary/Keyword: ICT 실시환경

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ICT-based agricultural water management algorithm (ICT 기반 농업용수 관리 알고리즘)

  • An, Hyunuk;Choi, Eunhyuk;Shin, Ankook;Lee, Jaenam;Kang, Munsung
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.174-174
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    • 2020
  • 현재 4차 산업혁명은 산업 전 분야에 걸쳐 일어나고 있다. 농업용수 분야에서도 데이터를 활용한 수요자 중심의 지능형 물 관리사업 뿐만 아니라 일정규모 이상의 저수지 및 양수장에 대하여 농업용수 공급량 측정을 위한 계측기 설치사업이 추진 중에 있다. 그러나 현재까지 설치된 계측장치들의 활용방안에 대해서는 뚜렷한 성과가 도출된 바 없기에 농업용수 계측장치들의 활용방안에 대한 깊이 있는 연구가 필요한 실정이다. 이에 본 연구에서는 충북 진천군 소재 무수저수지 유역을 대상으로 농업용수 계측정보를 활용하여 관개용수의 최적 관리방안을 모색하고자 하였다. 농업용 저수지의 공급량, 용수간선의 수문개도율에 따른 각각의 시나리오를 설정하고 시나리오별 목적함수를 계산하여 농업용수의 최적 관리를 위한 시설물조작 알고리즘을 도출하였다. 뿐만 아니라 관개구역 내 수리시설물, 영농방식, 용수공급현황 등의 조사를 통해 농업용수 관개수로망을 구성하고 수리해석을 실시하여 농업용수 최적관리 알고리즘의 적용성을 검토하였다.

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Development of a Plasma Heater to Increase Cultivation Environment and Storability of Greenhouse and Non-Storage Pool (온실과 무가온저장고의 재배환경 및 저장성 증가를 위한 플라즈마 히터 개발)

  • Kim, Eung-Kon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.14 no.4
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    • pp.761-768
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    • 2019
  • In this paper, the aim is to develop plasma heater products combining the sterilization and purification functions of low-temperature plasma lamp method with the function of vertical heating system using wavelengths of vacuum magnetic (VU). Through this process, the government aims to improve the cultivation environment of crops in greenhouses or facility houses and to increase their storage capacity by increasing the freshness of stored crops such as free-temperature storage. In addition, real-time monitoring technologies will be incorporated that will enable users to identify and respond to changes within greenhouses in real time by utilizing ICT technologies.

Automated Machine Learning-Based Solar PV Forecasting Considering Solar Position Information (태양 위치 정보를 고려한 AutoML 기반의 태양광 발전량 예측)

  • Jinyeong Oh;Dayeong So;Byeongcheon Lee;Jihoon Moon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.05a
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    • pp.322-323
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    • 2023
  • 지속 가능한 에너지인 태양광 발전은 전 세계에서 널리 활용하는 재생 에너지 원천 중 하나로 최근 효율적인 태양광 발전 시스템 운영을 위해 태양광 발전량을 정확하게 예측하기 위한 연구가 활발히 진행되고 있다. 태양광 발전량 예측 모델을 구성하기 위해서는 기상 및 대기 환경을 넘어 태양의 위치에 따른 일사량의 정보가 필수적이나 태양의 실시간 위치 정보를 입력 변수로 활용한 연구가 부족한 실정이다. 그리하여 본 논문에서는 시간과 태양광 발전소 위치를 기반으로 태양의 고도와 방위각을 실시간으로 계산하여 입력 변수로 사용하는 방식을 제안한다. 이를 위해 AutoML 기반의 다양한 기계학습 모델을 구성하여 태양광 발전율을 예측하고 그 성능을 비교 분석하였다. 실험 결과, 태양 위치 정보를 포함한 경우에 환경 변수만을 고려하였을 때보다 예측 성능이 크게 향상되었음을 확인할 수 있었으며, Extra Trees 모델의 경우 태양 위치 정보를 추가하였을 때 MAE(Mean Absolute Error)가 33.90 에서 22.38 까지 낮아지는 결과를 확인하였다.

Analysis of Influential Factors in the Relationship between Innovation Efforts Based on the Company's Environment and Company Performance: Focus on Small and Medium ICT Companies (기업의 환경적 특성에 따른 혁신활동과 기업성과간 영향요인 분석 : ICT분야 중소기업을 중심으로)

  • Kim, Eun-jung;Park, Ho-young
    • Proceedings of the Korea Technology Innovation Society Conference
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    • 2017.11a
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    • pp.989-1018
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    • 2017
  • 본 연구에서는 내 외부 환경, 혁신활동이 기업성과에 어떠한 영향을 미치는지를 파악하기 위해 탐색적 요인분석(Exploratory Factor Analysis), 군집분석(Cluster Analysis), 구조방정식모형(Structural Equation Modeling)을 이용하여 실증분석을 실시하였다. 탐색적 요인분석을 통해 7개의 요인이 추출하였으며, 추출된 요인을 기반으로 군집분석을 시도하였더니 총 4개의 군집(n=1,022)이 형성되었다. 군집 4개의 대해 구조방정식 모형을 활용하여 실증분석을 한 결과, 기술 경쟁 환경에 민감하며, 혁신적인 성향을 가진 군집1은 자체기술개발만이 기업성과에 긍정적 영향을 미치는 것으로 나타났다. 시장 환경에 민감하며, 내향적인 성향을 가진 군집2는 자체기술개발과 공동연구를 통해서만 기업성과에 긍정적 영향을 미치는 것으로 나타났다. 경쟁적인 환경에 민감하며, 혁신적이고 정부/관련기관과의 협력적 성향을 가진 군집3은 공동연구 그리고 매개변수인 정부지원프로그램 활용을 통해 기업성과에 긍정적 영향을 미치는 것으로 나타났으며, 기술도입은 기업성과에 부정적 영향을 미치는 것으로 나타났다. 개방적이고 외부협력적 성향이 강한 군집4는 자체기술개발과 매개변수인 네트워크 활용 및 정부지원프로그램 활용이 기업성과에 긍정적 영향을 미치는 것으로 나타났다.

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Standard Technology Service Requirements for Ubiquitous Environments Agriculture based on Networks (네트워크 기반에서 유비쿼터스 농업을 위한 서비스 표준기술 요구조건)

  • Kim, Dong il;Kim, Young dong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.10a
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    • pp.591-594
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    • 2014
  • IT Convergence with agriculture is expected to bring more efficiency and quality improvement in producing, distributing, consuming of agricultural products with the aid of information processing and autonomous control technologies of the IT area. However, there exist many difficulties to establish services and systems to actualize the IT convergence service in the agricultural field to cope with various objects such as time-varying weather changes, growth condition of farm products, and continual diseases. In this paper, we suggest standard technology service requirements for ubiquitous environments agriculture based on network.

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Design and Implementation of Real Time Device Monitoring and History Management System based on Multiple devices in Smart Factory (스마트팩토리에서 다중장치기반 실시간 장비 모니터링 및 이력관리 시스템 설계 및 구현)

  • Kim, Dong-Hyun;Lee, Jae-min;Kim, Jong-Deok
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.1
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    • pp.124-133
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    • 2021
  • Smart factory is a future factory that collects, analyzes, and monitors various data in real time by attaching sensors to equipment in the factory. In a smart factory, it is very important to inquire and generate the status and history of equipment in real time, and the emergence of various smart devices enables this to be performed more efficiently. This paper proposes a multi device-based system that can create, search, and delete equipment status and history in real time. The proposed system uses the Android system and the smart glass system at the same time in consideration of the special environment of the factory. The smart glass system uses a QR code for equipment recognition and provides a more efficient work environment by using a voice recognition function. We designed a system structure for real time equipment monitoring based on multi devices, and we show practicality by implementing and Android system, a smart glass system, and a web application server.

The Effect of ICT Environment on Management Performance -Focusing the Mediating Effects of Organizational Participation- (ICT환경과 경영성과의 관계분석 -조직참여도의 매개효과를 중심으로-)

  • Ryo, Woon-Jong;Kwon, Hyuk-Dae
    • Industry Promotion Research
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    • v.4 no.2
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    • pp.9-18
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    • 2019
  • This study investigated the relationship between ICT environment and business performance. In the case of Korea's major industries, large corporations have already established and operate a considerable level of smart factories, leading the global market. However, SMEs, which account for 95% of the total companies, are not able to build smart factories themselves. Smart factory construction The total number of government-supported enterprises is 4.891 companies (3,984 companies, 907 companies in construction) 2.9% of factories and 97.1% (166,344 companies) There is a big problem to be improved. The result of this study is that the first research objective of this study, which suggests the theoretical system that the will of the manager is most important for the successful establishment of the smart factory, which is part of the corporate innovation to meet the rapidly changing environment. Second, it can be seen that financing for building a smart factory is a key factor in building a smart factory, as well as funding itself. Third, it was found that besides its own technology, technology support for government and external technology consulting support are very important for smart construction. Fourth, organizational participation of internal organizers showed that cooperative and positive positive participation is also a factor of success. As a follow-up study, we analyzed the cause of the company's operation, analyzed the cause of the problem with the 4M1E technique, developed the countermeasures, and compared it before and after the improvement, standardized the improvement and needed further study. It is meaningful that the study provided basic data for building a smart factory through the analysis of the relationship between the ICT environment and business performance of the company.

Hospital Healthcare Service Innovation: Interaction and Knowledge Sharing based on ICT Relatedness (병원 헬스케어 서비스 혁신: ICT 조직기능 연관성 (ICT Relatedness)에 기반한 상호작용과 지식공유)

  • Kim, Chan Young;Lee, Kang Duck;Kim, Yong Jin
    • Information Systems Review
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    • v.17 no.1
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    • pp.19-47
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    • 2015
  • The purpose of this research is to represent how ICT relatedness and organization environment influence on interactions between healthcare specialist and patients, and how knowledge sharing influence on healthcare innovation, and how service innovation influence on service performance through structured research model. This research also has applied to resource based view, adaptive structuration theory, service innovation, ICT relatedness to find out performance effect on healthcare service innovation and service performance. In other words, organization structure environment and ICT relatedness are important factors to promote interaction between healthcare service providers and customers like patients each other, moreover, to share the tacit knowledge by creating in the interaction. Moreover in order to verify model fitness, this research has surveyed among healthcare specialists, technicians and other staffs. Model verification result, all hypotheses have been found to give a positive effect on the creation and significantly. Structured organizational environment and ICT association is to promote the organization's functions by influencing the behavior of the service organization and patient interaction and knowledge sharing, and suggests that the major factors influencing the innovation performance of hospitals and health care services.

Development and Application of ICT Teaching$\cdot$Learning Process Plan for Environmentally Friendly Housing - For an Academic Girl's High School in Gwangju Metropolitan City - (ICT를 활용한 "환경친화적 주거" 교수$\cdot$학습과정안 개발 및 적용 - 광주광역시 인문계 여자고등학교 학생을 대상으로 -)

  • Lee Seon-Hee;Cho Jae-Soon
    • Journal of Korean Home Economics Education Association
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    • v.17 no.4 s.38
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    • pp.101-115
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    • 2005
  • The purpose of this research was to develop and applicate In based teaching$\cdot$learning process plan for Environmentally friendly Housing. The 3 main stages of process were used: analyses, planning & development, and application & evaluation. Three teaching subjects were selected to teach Environmentally friendly housing in the analysis stage. The webhard learning environment was consisted of contents and various materials such as digital video, PPT, group activity, discussion, individual and group reporting forms, and questions. The number of 101 high school students participated for the application stage during september 22-27, 2003. Most of all students evaluated very positively the various aspects of contents as well as LT cooperative learning methods md the web based learning environment. They strongly expressed to practice the practical ways of Environmentally friendly housing learned in the class in the future. The results imply that the contents and In teaching learning plan developed in this study seem to be adequate to be included in the regular text.

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Development of Processor Real-Time Monitoring Software for Drone Flight Control Computer Based on NUTTX (NUTTX 기반 드론 비행조종컴퓨터의 통합시험을 위한 프로세서 모니터링 연구)

  • Choi Jinwon
    • Journal of Platform Technology
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    • v.10 no.4
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    • pp.62-69
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    • 2022
  • Flight control systems installed on unmanned aircraft require thorough verification from the design stage. This verification is made through the integrated flight control test environment. Typically, a debugger is used to monitor the internal state of a flight control computer in real time. Emulator with a real-time memory monitor and trace is relatively expensive. The JTAG Emulator is unable to operate in real time and has limitations that cannot be caught up with the processing speed of latest high-speed processors. In this paper, we describe the results of the development of internal monitoring software for drone flight control computer processors based on NUTTX/PIXHAWK. The results of this study show that the functions provided compared to commercial debugger are limited, but it can be sufficiently used to verify the flight control system using this system under limited budget.