• 제목/요약/키워드: Fusing current

검색결과 42건 처리시간 0.016초

센서 및 영상데이터를 이용한 용접 비드 불량검사 소프트웨어 구현 (Software Implementation of Welding Bead Defect Detection using Sensor and Image Data)

  • 이재은;김영봉;김종남
    • 융합신호처리학회논문지
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    • 제22권4호
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    • pp.185-192
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    • 2021
  • 용접 비드의 불량유무를 판단하기 위하여 다양한 방법들이 제안되어왔으며, 최근에는 센서 자료 검사와 영상 자료 검사가 꾸준히 발표되고 있다. 센서 자료 검사는 정확도가 높고, 2차원 기반의 영상 자료 검사는 용접된 비드의 위치를 파악할 수 있다는 장점이 있다. 하지만 센서 자료만으로 분석 할 경우 정확한 위치에 용접이 되었는지 파악하기가 어렵다. 반면 영상 자료 방법은 잡음과 측정오차가 발생하여 정확도가 높지 않다. 본 논문에서는 평균 전압, 평균 전류, 혼합가스인 센서 자료 검사와 영상 검사 방법을 융합함으로써 각 검사 방법들의 단점을 보완하고 장점을 높여서 정확도를 향상시키고 검사 속도를 높일 수 있는 방법과 이를 소프트웨어로 구현하였다. 그리고 그래픽 사용자 인터페이스(graphical user interface; GUI)를 이용하여 분석을 수행하고 검사에 사용된 자료와 검사 결과를 확인할 수 있도록 하여 사용자가 편리하고 직관적으로 분석을 수행하고 결과를 파악할 수 있도록 하고자 한다. 이 때 각 센서 자료의 특성을 이용하여 센서 검사가 수행되고, 모폴로지 축지적 활성화 윤곽선을 적용하여 영상 자료가 검사된다. 실험 결과를 통하여 98%의 정확도를 보였으며, 네 개의 용접 영상과 센서 자료 검사를 모두 수행할 경우 검사 시간은 약 1.9초로서 용접공정에서 실시간 검사기로 사용 가능한 소프트웨어의 성능을 보였다.

A FUNDAMENTAL STUDY TO DEVELOP STANDARD TECHNOLOGY CRITERIA FOR IT-CONSTRUCTION FUSION TECHNOLOGIES, TO BE APPLIED TO A U-CITY

  • Kyoon-Tai Kim;Jae-Goo Han;Chang-Han Kim
    • 국제학술발표논문집
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    • The 3th International Conference on Construction Engineering and Project Management
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    • pp.1352-1358
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    • 2009
  • As the demand for a convergence between construction technologies and IT is on the rise, as seen in the visualization of U-City construction, studies on the ways in which IT in should be utilized in the building and construction field have been continuously and actively performed. However, there has been almost no development of standardized technology criteria relating to the life cycle of a building (planning, design, construction, and maintenance). That is, there are almost no examples of efforts made to combine construction technology and IT in a fundamental way, considering the environment, the facility, its spatial characteristics, engineering, materials, and structure, aspects that are commonly required not only for interior spaces but also for exterior construction of U-City. Despite the fact that a state-of-the-art infrastructure has been built, and the competency of users with the cutting-edge technology, composite studies on technologies, facilities, services and spaces are still lacking, and basic research on the composite operation method including compatibility and linkage between facilities and services within a U-City has been insufficient as well. It is generally known that by fusing IT with construction technologies, the total period of construction taken can be reduced and construction expenses can be curtailed, while construction quality can be improved. For this reason, it is vital to prepare a standardized base to connect cutting-edge IT with the construction technologies. In preparing such a base, the most urgent issue is to develop standardized technology criteria. The ultimate objective of this research is to establish the technological criteria system required to apply construction-IT fused technologies to U-Cities, and to develop the technological criteria for the design, construction and maintenance of the U-Cities. This paper, whose objective is to establish development strategies for construction-IT fused technologies by way of analyzing the criteria for conventional construction projects, the necessity of criteria for construction-IT fused technologies, and the current status of U-Cities' development, is the underlying research for this purpose. The strategies established are expected to be utilized in establishing the system of criteria for construction-IT fused technologies, and to contribute to a knowledge base in the construction-IT field. In addition, based on the strategies established, criteria for construction-IT fused technologies, such as design criteria and construction standards, will be developed, and by applying these criteria and standards, the ultimate objectives of U-Cities, which are the enhancement of urban competitiveness and the satisfaction of residents, will be attained

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