• 제목/요약/키워드: Mechanical Engineering

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레이저 변위 센서를 활용한 배관 표면 상태분류 (Classification of the Rusting State of Pipe Using a Laser Displacement Sensor)

  • 천강민;신백천;신건호;고정일;이준혁;허장욱
    • 한국기계가공학회지
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    • 제21권5호
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    • pp.46-52
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    • 2022
  • Although pipe performs various functions in industrial sites and residential spaces, if it is damaged due to corrosion caused by the external environment, it may cause equipment failure or a major accident. For this reason, various studies for safety management are being conducted, but studies on detecting corrosion or cracks on the pipe surface using a laser displacement sensor have hardly been conducted. Therefore, in this study, the corrosion degree of the pipe surface was compared and classified into 4 corrosion conditions, and inspection equipment using a laser scanner was manufactured. The corrosion height was calculated from the four surface data obtained from the measuring equipment and applied to various CNN algorithms, and 91% accuracy was obtained during training using the Modified VGGNet16 code with reduced number of parameters.

Theory study on thermal performance of metal foam

  • Jin, Meihua;Kim, Pil-Hwan;Lee, Hae-Jong;Jeong, Hyo-Min;Chung, Han-Shik
    • 대한설비공학회:학술대회논문집
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    • 대한설비공학회 2008년도 동계학술발표대회 논문집
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    • pp.239-243
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    • 2008
  • In many literatures the researchers pointed out that the using metal foam will significantly enhance the performance of heat exchanger. This paper focuses on theory study of metal foam, including calculation method of properties of foam (permeability ��K, inertial coefficient f, fiber diameter $d_f$, and effective conductivity $k_e$), model of pressure drop and model of heat transfer. Theory analysis on the performance of heat exchanger will be presented here. Finally the optimal material will be obtained from theory calculation.

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기계공학수학의 현황 분석을 통한 개편안 제시 (Suggestions for Revision of Mathematics Curriculum by Analysis of Current Mechanical Engineering Mathematics)

  • 강주석;박찬일
    • 공학교육연구
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    • 제20권2호
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    • pp.50-56
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    • 2017
  • Because all areas of mechanical engineering involves the use of mathematics, mechanical engineers need mathematical understanding and skill enhancement. To achieve the effective mathematics education for mechanical undergraduate students, it should reorganize the important subtopics of mathematics. In this paper, we explore the direction of the development of mathematics education for mechanical engineers by analyzing the teaching hours of each topics in the mathematics and by comparing the results with significance analysis of expert survey. To do so, syllabuses of mathematics courses of the selected mechanical engineering departments were analyzed and the survey responses of professionals in the Korean Society of Mechanical Engineers were also investigated. Finally, the revision of mathematics curriculum in the mechanical engineering was proposed.

협동로봇과 AI 기술을 활용한 바리스타 로봇 연구 (The Study of Barista Robots Utilizing Collaborative Robotics and AI Technology)

  • 권도형;하태명;이재성;정윤상;김영건;김현각;송승준;오대길;이건우;정재원;박승운;이철희
    • 드라이브 ㆍ 컨트롤
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    • 제21권3호
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    • pp.36-45
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    • 2024
  • Collaborative robots, designed for direct interaction with humans have limited adaptability to environmental changes. This study addresses this limitation by implementing a barista robot system using AI technology. To overcome limitations of traditional collaborative robots, a model that applies a real-time object detection algorithm to a 6-degree-of-freedom robot arm to recognize and control the position of random cups is proposed. A coffee ordering application is developed, allowing users to place orders through the app, which the robot arm then automatically prepares. The system is connected to ROS via TCP/IP socket communication, performing various tasks through state transitions and gripper control. Experimental results confirmed that the barista robot could autonomously handle processes of ordering, preparing, and serving coffee.