• Title/Summary/Keyword: Stepping Stone

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Development of Multiple Neural Network for Fault Diagnosis of Complex System (복합시스템 고장진단을 위한 다중신경망 개발)

  • Bae, Yong-Hwan
    • Journal of the Korean Society of Safety
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    • v.15 no.2
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    • pp.36-45
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    • 2000
  • Automated production system is composed of many complicated techniques and it become a very difficult task to control, monitor and diagnose this compound system. Moreover, it is required to develop an effective diagnosing technique and reduce the diagnosing time while operating the system in parallel under many faults occurring concurrently. This study develops a Modular Artificial Neural Network(MANN) which can perform a diagnosing function of multiple faults with the following steps: 1) Modularizing a complicated system into subsystems. 2) Formulating a hierarchical structure by dividing the subsystem into many detailed elements. 3) Planting an artificial neural network into hierarchical module. The system developed is implemented on workstation platform with $X-Windows^{(r)}$ which provides multi-process, multi-tasking and IPC facilities for visualization of transaction, by applying the software written in $ANSI-C^{(r)}$ together with $MOTIF^{(r)}$ on the fault diagnosis of PI feedback controller reactor. It can be used as a simple stepping stone towards a perfect multiple diagnosing system covering with various industrial applications, and further provides an economical approach to prevent a disastrous failure of huge complicated systems.

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Study on key standardization Work Item derivation and strategies for IoT services (사물인터넷 서비스의 중점 표준화 항목 도출 및 전략에 관한 연구)

  • Kim, Jungsook
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.12 no.1
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    • pp.13-26
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    • 2016
  • Service and technology for the future hyper-connected society, which is every information receive through the mobile internet, will be an Internet of Things. Thus, it is mandatory to derive key standardization work item and establish strategy for the global business with the standardization of device and service platform by the application service. In this study, by analyzing the domestic and international market trends, state of technical development, and standardization of technology, we identified the open platform is the stepping stone for achieving the goal which is establishing the virtuous circulation of IoT ecosystem. Also, we defined emphasized key standardization work item for achieving the open platform are network, server, access authentication, billing system, and software platform. After that, we proposed future strategy direction of standardization. This research could be contribute to the IoT service diffusion by realizing IP communication among low power wireless terminals and implementing light-weight standard internet protocol.

Internet Survey Methodology

  • Lee, Hae-Yong;Kim, Kee-Whan
    • Communications for Statistical Applications and Methods
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    • v.7 no.3
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    • pp.945-953
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    • 2000
  • Since early 1960s, when the telephone survey was used in the research area for he first tie, there has been existed various methods to gather the information by survey. The existing survey methodology called PAPI(Paper-And-Pen Interveiw), due to the appearance of Personal Computer, might well be developed progressively. Mid-1980s, Internet was advanced remarkably in terms of technology. from early 1990s, in addition it served as a stepping-stone for progressive collecting method. Internet Survey is now called WWW Survey and expected that it will substitute for most surveys from now on. We explain the role and the characteristics for Internet Survey as one of he various data collecting methods. Furthermore, we draw the futures about questionnaires, data collecting and statistical analysis with it.

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A Study on the Process Capability Model of Knowledge Management (지식경영 프로세스 능력 모델 개발 연구)

  • Kim, Hyun-Soo
    • Asia pacific journal of information systems
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    • v.11 no.3
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    • pp.23-42
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    • 2001
  • Recently, knowledge management becomes a core management tool for efficient and effective organizations. However, there are little known researches on measuring knowledge management level. The objective of this paper is to develop a process capability model for knowledge management of an organization. We developed 5 stage process capability model for knowledge management. The 1st stage is the initial stage where no significant knowledge management activity is performed. The 2nd stage is the performed stage where planning and tracking activities are performed on organization level. The 3rd stage is the established, and the 4th stage is the predictable stage where processes and results of knowledge management can be predictable. Final stage is the optimizing stage where knowledge management process is continuously improved at an organizational level. We surveyed 37 korean companies to test the validity of the proposed stage model. Statistical tests show that the developed stage model of knowledge management is valid and sound in general conditions. The result of this study on process capability model can be a solid stepping stone for future works in this area.

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Integrated Indoor Positioning Systems Reflecting Map Information for Location Based Services (위치기반서비스를 위한 지도정보가 반영된 옥내측위통합 시스템)

  • Yim, Jae-Geol;Joo, Jae-Hun;Jeong, Seung-Hwan
    • The Journal of Information Systems
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    • v.17 no.1
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    • pp.131-153
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    • 2008
  • So many location based service systems, including automobile navigation system logistic management, taxi fleet management, and so on, are being used everywhere. However, these are all outdoors. This paper provides a stepping stone for commercial indoor location based services by developing an integrated system of our indoor positioning and map viewer modules. For the indoor positioning, we propose WLAN (Wireless Local Area Network) based EKF (Extended Kalman Filter) which estimates user's current location and tracts user's trace in the sequence of time. Our map viewer renders a map recorded in an Autocad DXF file and provides functions of map manipulation such as zoom-in, zoom-out, and move. We integrate our indoor positioning and map viewer modules and discuss the experimental results of the integrated system.

Exercise Adherence in Middle Aged Women with the Qualitative Theme Analysis Method (질적 주제분석 방법을 이용한 중년여성의 운동지속 경험)

  • Lee, Mi-Ok;Hah, Yang-Sook
    • Perspectives in Nursing Science
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    • v.8 no.2
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    • pp.156-166
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    • 2011
  • Purpose: The purpose of this study was to understand the process of exercise adherence in middle aged women. Methods: The qualitative theme analysis method was used. The participants were 11 middle-aged women who had exercised over 6 months. Data were collected through in-depth interviews and recorded by and transcribed immediately. The data were coded with similar meaning and analysis themes with the constant comparative method. Results: The core theme was Stepping Stones Across the Stream (SSAS). The Stone means the adherence factors in exercise. The stream means the interrupting factors in exercise adherence. The subcategories were 1) feeling of developmental crisis, 2) searching for exit (from the developmental crisis), 3) finding a surprising new world (full of fun), 4) confronting the situation of dropout, and 5) adherence to exercise by SSAS. Conclusion: The predisposition of fun in middle aged women for the adherence of exercise should be explored along with more adherent factors.

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A New Wire Bonding Technique for High Power Package Transistor (고출력 트랜지스터 패키지 설계를 위한 새로운 와이어 본딩 방식)

  • Lim, Jong-Sik;Oh, Seong-Min;Park, Chun-Seon;Lee, Yong-Ho;Ahn, Dal
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.57 no.4
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    • pp.653-659
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    • 2008
  • This paper describes the design of high power transistor packages using high power chip transistor dies, chip capacitors and a new wire bonding technique. Input impedance variation and output power performances according to wire inductance and resistance for internal matching are also discussed. A multi crossing type(MCT) wire bonding technique is proposed to replace the conventional stepping stone type(SST) wire bonding technique, and eventually to improve the output power performances of high power transistor packages. Using the proposed MCT wire bonding technique, it is possible to design high power transistor packages with highly improved output power compared to SST even the package size is kept to be the same.

Organizing Lidar Data Based on Octree Structure

  • Wang, Miao;Tseng, Yi-Hsing
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.150-152
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    • 2003
  • Laser scanned lidar data record 3D surface information in detail. Exploring valuable spatial information from lidar data is a prerequisite task for its applications, such as DEM generation and 3D building model reconstruction. However, the inherent spatial information is implicit in the abundant, densely and randomly distributed point cloud. This paper proposes a novel method to organize point cloud data, so that further analysis or feature extraction can proceed based on a well organized data model. The principle of the proposed algorithm is to segment point cloud into 3D planes. A split and merge segmentation based on the octree structure is developed for the implementation. Some practical airborne and ground lidar data are tested for demonstration and discussion. We expect this data organization could provide a stepping stone for extracting spatial information from lidar data.

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Understanding Facility Management on Tunnel through Text Mining of Precision Safety Diagnosis Data (터널시설물 점검진단 데이터의 텍스트마이닝 분석을 통한 유형별·지역별 중점 유지관리요소의 이해)

  • Seo, Jeong-eun;Oh, Jintak
    • Journal of Korean Association for Spatial Structures
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    • v.21 no.3
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    • pp.85-92
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    • 2021
  • The purpose of this paper is to understand the key factors for efficient maintenance of rapidly aging facilities. Therefore, the safety inspection/diagnosis reports accumulated in the unstructured data were collected and preprocessed. Then, the analysis was performed using a text mining analysis method. The derived vulnerabilities of tunnel facilities can be used as elements of inspections that take into account the characteristics of individual facilities during regular inspections and daily inspections in the short term. In addition, if detailed specification information and other inspection results(safety, durability, and ease of use) are used for analysis, it provides a stepping stone for supporting preemptive maintenance decision-making in the long term.

Development of High-rise building Maintenance Robot System through Construction Automation based on the 4th Industrial Revolution (4차산업혁명기반 건설자동화를 통한 초고층 건축물 유지관리 로봇시스템 개발)

  • Kim, Jihun;Woo, Miso;Lee, Dongoun
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2020.06a
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    • pp.18-19
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    • 2020
  • Domestic and foreign high-rise buildings are expected to continue to increase in the future. In addition, recently, residents and landlords are demanding maintenance necessary to secure the performance of sustainable buildings, so an effective management plan is needed. Therefore, this study aims to develop customized technologies that can be effectively applied to building structures by comprehensively analyzing existing technology-based research cases. As a result, it is expected that this will serve as a stepping stone to present a s+ample of future technology development along with a reduction in labor dependency on maintenance and quality improvement.

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