• Title/Summary/Keyword: architecture framework

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Real-time automated detection of construction noise sources based on convolutional neural networks

  • Jung, Seunghoon;Kang, Hyuna;Hong, Juwon;Hong, Taehoon;Lee, Minhyun;Kim, Jimin
    • International conference on construction engineering and project management
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    • 2020.12a
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    • pp.455-462
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    • 2020
  • Noise which is unwanted sound is a serious pollutant that can affect human health, as well as the working and living environment if exposed to humans. However, current noise management on the construction project is generally conducted after the noise exceeds the regulation standard, which increases the conflicts with inhabitants near the construction site and threats to the safety and productivity of construction workers. To overcome the limitations of the current noise management methods, the activities of construction equipment which is the main source of construction noise need to be managed throughout the construction period in real-time. Therefore, this paper proposed a framework for automatically detecting noise sources in construction sites in real-time based on convolutional neural networks (CNNs) according to the following four steps: (i) Step 1: Definition of the noise sources; (ii) Step 2: Data preparation; (iii) Step 3: Noise source classification using the audio CNN; and (iv) Step 4: Noise source detection using the visual CNN. The short-time Fourier transform (STFT) and temporal image processing are used to contain temporal features of the audio and visual data. In addition, the AlexNet and You Only Look Once v3 (YOLOv3) algorithms have been adopted to classify and detect the noise sources in real-time. As a result, the proposed framework is expected to immediately find construction activities as current noise sources on the video of the construction site. The proposed framework could be helpful for environmental construction managers to efficiently identify and control the noise by automatically detecting the noise sources among many activities carried out by various types of construction equipment. Thereby, not only conflicts between inhabitants and construction companies caused by construction noise can be prevented, but also the noise-related health risks and productivity degradation for construction workers and inhabitants near the construction site can be minimized.

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Framework of Ship PLM System Based Upon Four-Tier Model (4-계층 모델 기반의 선박 수명주기관리 시스템 프레임워크)

  • Kim, Seung-Hyun;Lee, Jang-Hyun;Lee, Kyung-Ho;Suh, Heung-Won
    • Korean Journal of Computational Design and Engineering
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    • v.15 no.5
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    • pp.362-374
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    • 2010
  • Product Lifecycle Management (PLM) is an integrated business approach to manage the creation and distribution of product information throughout the product development process. From the product perspective, PLM encompasses a holistic approach to product development and product information management. It supports the integrated product information in conjunction with the efficient product structures and BOM (Bill Of Material), user interfaces, proper functions, design processes and enterprise integration. Therefore, PLM should not only satisfy required functions as an enterprise software but also offer a systematic method for the efficient application from the initial stage of its development. Recently, many shipyards have been considering the PLM as a strategic solution to get the efficient management of product information such as 3-D models, BOM, drawings, documents, and the other product data. Though many studies on PLM are performed, most of them are performed in a function-based approach adequate for mass productive assembly industries. It could not help having limitations on applying the proper PLM system to the shipbuilding business since the requirements of shipbuilding PLM are too diverse and huge to design the architecture. This study presents the PLM framework which effectively reflects the diverse requirements of shipbuilding PLM. In order to get the macroscopic architecture of shipbuilding PLM, authors suggest the four-tier architecture model which considers the various requirements collected from shipyards. Entities of ship design data are modeled BOM in terms of product structure and hierarchical class diagram. Applicable functions of shipbuilding PLM are also investigated by analysis of issues of ship design. Finally, by reflecting the design process of shipbuilding, To-Be ship design procedure cooperated with the suggested PLM framework has been summarized.

A Governance Framework for MND- Enterprise Architecture (국방아키텍처 거버넌스 프레임워크)

  • Jung, Chan-Ki
    • Journal of the military operations research society of Korea
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    • v.34 no.2
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    • pp.175-191
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    • 2008
  • The Korean military is aware that EA(Enterprise Architecture) is an important tool for transforming national defense and building Korean NCW, being developing the Ministry of National Defense Enterprise Architecture(MND-EA). However, unlike the importance of MND-EA, they are building MND-EA without the explicit EA governance system Many researchers have emphasized that it is difficult to develop the useful EA without EA governance. In this study, we present the EA governance framework for implementing the effective MND-EA. Through the investigation of the state of EA development and EA governance of home and abroad public institutions, we recognize the importance of EA governance, identifying the EA governance components. We set up the basic governance model consisted of principle, organization and process, designing the MND-EA governance framework by mapping the model to governance scope and target. The proposed governance framework provides direction for explicit and formal MND-EA governance system.

The Planning Characteristics and It's Applications of Container Architecture in Seoul and Kyunggi Area (국내 컨테이너 건축물의 계획특성 및 활용방안)

  • Gill, Bit-Na;Kim, Mi-Kyoung;Mun, Young-A
    • Korean Institute of Interior Design Journal
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    • v.23 no.2
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    • pp.201-209
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    • 2014
  • The purpose of this study was to analyze the planning characteristics and it's applications of container architecture in Seoul and Kyunggi Area. A document research and field survey were used to analyze and classify the spatial characteristics of the container architecture since 2009. Based on the results of the critical review, this research proposed a framework to identify the potential of the container architecture for sustainable and flexible planning. The framework was composed of four dimensions such as flexibility, rapidity, sustainability and economic feasibility. The types of space construction were dynamically self-erecting structure, incremental structure, mobile and disposable architecture. The spacial aspects were commercial spaces, housing spaces such as dormitory and urban compact apartments, and the multi-purpose spaces such as gallery and culture space as well as temporary spaces. It attempted to resolve the concept of flexibility and mobility through the experiment so that they might apply to the space of contemporary city.

A Building Method of Security Architecture Framework on the Medical Information Network Environment (의료정보시스템상에서의 네트워크 보안기능 프레임워크와 보안 아키텍쳐 설계방법)

  • Lee, Dae-Sung;Noh, Si-Choon
    • Convergence Security Journal
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    • v.11 no.4
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    • pp.3-9
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    • 2011
  • On health information network architecture, traffic along the path of traffic and security, blocking malicious code penetration is performed. The medical information system network security infrastructure study, which was whether to be designed based on the structure and methodology is designed to develop the security features. Health informati on system's functionality and capabilities framework for infrastructure is the backbone and structure. The design fea tures a framework for the overall network structure formation of the skeleton and forms the basic structure of the security methodology. Infrastructure capabilities to build the framework and the application functionality is being implemented. Differentiated in accordance with security zones to perform security functions and security mechanisms that operate through this study is to present. u-Healthcare future advent of cloud computing and a new health information environment, the medical information on the preparation of this study is expected to be utilized for security.

Multiple Conference Servers Architecture using Extended Control Channel Framework (확장 제어 채널 프레임워크를 사용한 다중 컨퍼런스 서버 구조)

  • Jang, Choonseo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.7
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    • pp.1335-1341
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    • 2017
  • In this paper, a new architecture of multiple conference servers which use extended control channel framework in SIP(session initiation protocol) session has been presented. For this purpose, in this study, a new extended control channel framework architecture which can distribute total conference system loads to multiple servers effectively has been presented. In the implementation, extended control channels have been connected by using SIP sessions that was established between each conference servers, and extended control channel messages which can be transferred through control channels have been designed in this study. These extended control channel messages can distribute system load effectively between multiple conference servers, and conference information data format that can represent extended control channel framework has also been designed. Furthermore, exchange procedures of extended control channel messages have also been presented. The performance of the proposed system has been analysed by simulation. The analysis results show that average SIP messages delay time and average media stream delay time have improved.

Implementation of a Service Oriented Architecture based on JXTA - an SOA framework involving users - (개인사용자를 포함하는 JXTA 기반의 Service Oriented Architecture 구현)

  • Kim, Tae-Ho;Cheon, Hyeon-Jae;Kim, Jun-Ryong;Lee, Hong-Chul
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.4
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    • pp.21-31
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    • 2007
  • This Paper presents an SOA framework that enables smooth provision of service to ordinary users while also replacing the current B2B environment-oriented SOA framework. To that end, the proposed SOA will be reviewed for its concept, characteristics, and components. Key to its design is that it will be implemented using the prospective next-generation P2P platform known as JXTA. The proposed framework includes all the basic functions of other SOA frameworks, and will make Provision and use of services more easy compared with other frameworks. Under this service, data and applications controlling these data are provided in an enabling format, thereby addressing security problems. Another advantage of this proposed framework is that each peer is able to play all roles of a service provider, service client, and service registry.

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Quality of Service and Network Performance for the IMT-2000 Services (IMT-2000 에서의 서비스품질 및 네트워크 성능 체계)

  • Cho, Kee-Sung;Jang, Hee-Seon;Lim, Seog-Ku;Kim, Yeoung-Sun
    • IE interfaces
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    • v.15 no.3
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    • pp.256-262
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    • 2002
  • In this paper, we develop a framework for identifying the quality of service(QoS) and network performance (NP) in the IMT-2000 services, and analyze the QoS/NP system in the 3GPP IMT-2000 services. Based on the ITU-T E.800, the QoS is classified into customer, technical, contents, telecommunications quality, and internet communication quality, and the NP consists of the service access/transmission, reliability/operating & maintenance, charging performance, and mobility management performance. Under the basic framework, the major parameters in the IMT-2000 services are identified for each QoS/NP criterion. The QoS framework in the IMT-2000 user aspects is also introduced to determine the major QoS parameters. Finally, to define the performance factors of the network elements in the NP system, the various control parameters for the wireless and core networks are presented.

An Integrated Network Control Framework for the Next-Generation Optical Internet (차세대 광 패킷 인터넷을 위한 통합 네트워크 제어 구조)

  • Park, Sung-Yong
    • Journal of Institute of Control, Robotics and Systems
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    • v.6 no.8
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    • pp.666-671
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    • 2000
  • With the current advances in optical WDM (Wavelength Division Multiplexing) networking technologies and the increasing demand for network bandwidth the Next Generation Internet is expected to be a network that runs IP(Internet Protocol) directly over WDM-based optical networks. The network control architecture for the IP over WDM networks is different from that of traditional Internet since the underlying WDM devices have more constraints than electronic IP routers such as the lack of optical buffers and wavelength continuity property etc. In this paper we introduce several architectural models for implementing IP over WDM networks and propose an integrated network control framework for the IP over WDM networks. This framework leverages the traffic engineering control architecture for the MPLS (Multi-Protocol Label Switching) networks and is mainly developed for the IP over packet-switched WDM networks. We also report several preliminary simulation results of contention resolution schemes in the packet-switched WDM networks.

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Study on the Generalization of the Extended Framework of Hamilton's Principle in Transient Continua Problems (확장 해밀턴 이론의 일반화에 대한 고찰)

  • Kim, Jinkyu;Shin, Jinwon
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.29 no.5
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    • pp.421-428
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    • 2016
  • The present work extends the recent variational formulation to more general time-dependent problems. Thus, based upon recent works of variational formulation in dynamics and pure heat diffusion in the context of the extended framework of Hamilton's principle, formulation for fully coupled thermoelasticity is developed first, then, with thermoelasticity-poroelasticity analogy, poroelasticity formulation is provided. For each case, energy conservation and energy dissipation properties are discussed in Fourier transform domain.