• 제목/요약/키워드: Drilling Monitoring

검색결과 84건 처리시간 0.021초

신경회로망을 이용한 드릴공정에서의 칩 배출 상태 감시 (Chip Disposal State Monitoring in Drilling Using Neural Network)

  • 김화영;안중환
    • 한국정밀공학회지
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    • 제16권6호
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    • pp.133-140
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    • 1999
  • In this study, a monitoring method to detect chip disposal state in drilling system based on neural network was proposed and its performance was evaluated. If chip flow is bad during drilling, not only the static component but also the fluctuation of dynamic component of drilling. Drilling torque is indirectly measured by sensing spindle motor power through a AC spindle motor drive system. Spindle motor power being measured drilling, four quantities such as variance/mean, mean absolute deviation, gradient, event count were calculated as feature vectors and then presented to the neural network to make a decision on chip disposal state. The selected features are sensitive to the change of chip disposal state but comparatively insensitive to the change of drilling condition. The 3 layerd neural network with error back propagation algorithm has been used. Experimental results show that the proposed monitoring system can successfully recognize the chip disposal state over a wide range of drilling condition even though it is trained under a certain drilling condition.

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[0/90 0 ]s CFRP 복합재의 드릴작업손상과정 모니터링에 대한 AE의 적용 (The Application of AE for a Drilling Damage Process Monitoring in [0/90 0 ]s CFRP Composites)

  • 윤유성;권오헌
    • 대한기계학회논문집A
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    • 제24권6호
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    • pp.1491-1498
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    • 2000
  • In recent years, CFRP composite materials have been increasingly used in various fields of engineering because of a high specific strength and stiffness properties. Drilling is one of the most impo rtant cutting processes that are generally carried out on CFRP materials owing to the need for the structural integration. However, delamination are often occurred as one of the drilling damages. Therefore, there are needs studying for the relationships between CFRP drilling and delamination in order to avoid low strength of the structures and inaccuracies of the integration. In this study, AE signals and thrust forces were used for the evaluations of the delamination from a drilling process in [0/900]s CFRP materials. And the drilling damage processes were observed and measured by a real time monitoring technique with a video camera. From the results, we found that the relationships between the delamination from drilling and AE characteristics and drill thrust forces for [0/900]s CFRP composites. Also, we proposed the monitoring method for a visual analysis of drilling damages.

미소경 드릴링 머신의 시작과 감시에 관한 연구 (A Study on the Development and the Monitoring of Micro Hole Drilling Machine)

  • 백인환;정우섭
    • Journal of Advanced Marine Engineering and Technology
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    • 제18권4호
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    • pp.62-68
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    • 1994
  • Recently, the trends toward reduction in size and weight of industrial products increased the application of micro hole for manufacturing gadgets of high precision and gave rise to a great deal of interest for micro hole drilling M/C. Quite a few research work is performed on micro drilling on domestic basis compared with the tendency of analyzing cutting mechanism, adaptive control, monitoring of generally available drills of diameter greater than 1mm. This study adresses the design, manufacturing and controlling a micro hole drilling M/C with the overload detection instrument and the step feed mechanism. Controlling and monitoring of the drilling process are acomplished on PC basis for more user interfaces and effectiveness. The test machine of the results of this research shows a good foundation for extending further micro hole machining technique.

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On site monitoring during nearby drilling operations toward a geothermal power system installation

  • Bortoluzzi, Daniele;Casciati, Sara;Faravelli, Lucia;Francolini, Matteo
    • Smart Structures and Systems
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    • 제30권3호
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    • pp.317-325
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    • 2022
  • Among the approaches to the production of "green" energy, geothermal power systems are becoming quite popular in Europe. Their installation in existing buildings requires an extended, external pipes appendix and its laying operation needs a drilling activities nearby structural skeletons often designed to support static loads only, especially when ancient buildings are targeted. This contribution reports and discusses the experimental results achieved within a specific case study within the European project GEOFIT. In particular, standard accelerometric measurements in and nearby a single-story reinforced concrete building are collected and analysed in the absence of drilling (pre-drilling) and during drilling activities (drilling phase) to monitor the structure response to the external source of vibrations related to the excavations phase. The target is to outline automatic guidelines toward installations preventing from any sort of structural damage.

PLC 기반 주축 모터의 토크에 의한 드릴링 절삭상태 감시에 관한 연구 (A Study on Monitoring Drilling using Torque from Main Spindle Based on PLC in CNC Machine Tools)

  • 윤상환;문성민;류성기
    • 한국기계가공학회지
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    • 제17권3호
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    • pp.7-15
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    • 2018
  • Drilling processes require a cutting monitoring function that can be analyzed and gives feedback about strange conditions, tool collision and tool wear in real time. In this study, we proposed a drill monitor using the torque from the main spindle in CNC machine tools and a PROFIBUS network as a PLC-based interface. This paper studied drilling torque changes depending on drill size, the repetition cutting of the drilling and the drill's wear in the same cutting conditions. The material of the drills was high speed steel (HSS) and uncoated. The drills chosen were 2.7 mm, 6.7 mm, and 10.0 mm in diameter. These drills were selected because they had basic holes for their taps.

열연강판의 드릴가공시 공구의 마멸량 검출에 관한 연구 (A Study on the Detection of Tool Wear in Drilling of Hot-rolled High Strength Steel)

  • 신형곤;김태영
    • 한국정밀공학회지
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    • 제18권11호
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    • pp.148-154
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    • 2001
  • Drilling is one of the most important operations in machining industry and usually the most efficient and economical method of cutting a hole in metal. From automobile parts to aircraft components, almost every manufactured product requires that holes are to be drilled for the purpose of assembly, creation of fluid passages, and so on. It is therefore desirable to monitor drill wear and hole quality changes during the hole drilling process. One important aspect in controlling the drilling process is monitoring drill wear status. A drill-wear monitoring system provides information about drill status. With the information, optimum planning for tool change is possible. And drill-wear monitoring system in needed to evaluated drilled hole quality and the wear of drill. Accordingly, this paper deals with an on-line drill wear monitoring system of the detection of tool wear with the computer vision and the area of the drill flank wear is analyzed quantitatively by the system.

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균질암반에서의 유압식 천공데이터 평가 (Assessment of Hydraulic Drilling Data on Homogeneous Rock Mass)

  • 김광염;김창용;김광식
    • 터널과지하공간
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    • 제18권6호
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    • pp.480-490
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    • 2008
  • 천공탐사는 암반 굴착시 점보드릴의 유압착암기로부터 계측되는 기계량들인 천공데이터를 분석하여 암반의 특성을 평가하는 기법이다. 천공탐사는 발파공 또는 록볼트공 천공시 실시간으로 계측할 수 있기 때문에 암반을 신속하고 정량적으로 예측 및 평가할 수 있는 장점이 있다. 현재까지도 천공데이터에 관한 다양한 연구가 수행되어져오고 있지만, 암반 특성을 평가하기 위한 천공파라미터들의 항목 선정과 기 계량들의 수치적인 정량화가 정립되어 있지 않은 실정이다. 따라서 본 연구에서는 암석 및 지반 특성을 평가할 수 있는 천공파라미터의 항목 선정 및 천공시 천공데이터들 간의 관계를 파악하기 위해 균질 모형 암석 시험편을 제작하여 천공데이터를 획득하였고, 획득된 천공데이터를 이용하여 천공파라미터들의 상관관계 분석을 수행하였다. 분석 결과를 통해 유압착암기의 굴착능력은 타격에 의해 가장 큰 영향을 받음을 확인하였다.

열연강판의 드릴링시 공구의 이상상태 검출에 관한 연구 (A Study on the Detection of the Abnormal Tool State in Drilling of Hot-rolled High Strength Steel)

  • 신형곤;김민호;김태영
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2000년도 추계학술대회 논문집
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    • pp.888-891
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    • 2000
  • Drilling is one of the most important operations in machining industry and usually the most efficient and economical method of cutting a hole in metal. From automobile parts to aircraft components, almost every manufactured product requires that holes are to be drilled for the purpose of assembly, creation of fluid passages, and so on. It is therefore desirable to monitor drill wear and hole quality changes during the hole drilling process. One important aspect in controlling the drilling process is drill wear status monitoring. With the monitoring, we may decide on optimal timing for tool change. The necessity of the detection of tool wear, fracture and the abnormal tool state has been emphasized in the machining process. Accordingly, this paper deals with the cutting characteristics of the hot-rolled high strength steels using common HSS drill. The performance variables include drill wear data obtained from drilling experiments conducted on the workpiece. The results are obtained from monitoring of the cutting force and Acoustic Emission (AE) signals, and from the detection of the abnormal tool state with the computer vision system.

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Abrasive Waterjet 세라믹 Drilling가공시 Acoustic Emission 신호를 이용한 On-Line Monitoring에 대한 연구 (On-Line Monitoring of Abrasive Water Jet Drilling of Refractory Ceramics Using Acoustic Emission Sensing Technique)

  • Kwak, Hyo-Sung;Rodovan Kovacevic
    • 한국정밀공학회지
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    • 제15권6호
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    • pp.48-57
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    • 1998
  • Abrasive waterjet(AWJ)은 가공시 열에 의한 가공경화가 없기 때문에 유리, 세라믹, 타이타늄및 금속복합재료와 같은 난삭재의 가공기술로 사용이 증가되었다. Acoustic emission(AE)신호에 의한 AWJ 세라믹 drilling가공시 On-Line Monitoring의 가능성이 고찰되었다. 기계 적인 물성이 서로 상이한 3종류의 세라믹이 본 연구에서 사용되었으며, AE신호는 AWJ drilling의 깊이를 monitoring하는데 유용함을 알 수 있었고 또한 세라믹의 material removal mechanisms을 규명하였다.

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