• 제목/요약/키워드: machining process

검색결과 2,133건 처리시간 0.028초

인공지능(AI)을 활용한 미세패턴 불량도 자동화 검사 시스템 (Automated Inspection System for Micro-pattern Defection Using Artificial Intelligence)

  • 이관수;김재우;조수찬;신보성
    • 한국산업융합학회 논문집
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    • 제24권6_2호
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    • pp.729-735
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    • 2021
  • Recently Artificial Intelligence(AI) has been developed and used in various fields. Especially AI recognition technology can perceive and distinguish images so it should plays a significant role in quality inspection process. For stability of autonomous driving technology, semiconductors inside automobiles must be protected from external electromagnetic wave(EM wave). As a shield film, a thin polymeric material with hole shaped micro-patterns created by a laser processing could be used for the protection. The shielding efficiency of the film can be increased by the hole structure with appropriate pitch and size. However, since the sensitivity of micro-machining for some parameters, the shape of every single hole can not be same, even it is possible to make defective patterns during process. And it is absolutely time consuming way to inspect all patterns by just using optical microscope. In this paper, we introduce a AI inspection system which is based on web site AI tool. And we evaluate the usefulness of AI model by calculate Area Under ROC curve(Receiver Operating Characteristics). The AI system can classify the micro-patterns into normal or abnormal ones displaying the text of the result on real-time images and save them as image files respectively. Furthermore, pressing the running button, the Hardware of robot arm with two Arduino motors move the film on the optical microscopy stage in order for raster scanning. So this AI system can inspect the entire micro-patterns of a film automatically. If our system could collect much more identified data, it is believed that this system should be a more precise and accurate process for the efficiency of the AI inspection. Also this one could be applied to image-based inspection process of other products.

Ubiquitous-Based Mobile Control and Monitoring of CNC Machines for Development of u-Machine

  • Kim Dong-Hoon;Song Jun-Yeob
    • Journal of Mechanical Science and Technology
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    • 제20권4호
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    • pp.455-466
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    • 2006
  • This study was an attempt to control and monitor Computerized Numerical Controller (CNC) machines anywhere and anytime for the development of a ubiquitous machine (u-machine). With a Personal Digital Assistant (PDA) phone, the machine status and machining data of CNC machines can be monitored in wired and wireless environments, including the environments of IMT2000 and Wireless LAN. Moreover, CNC machines can be controlled anywhere and anytime. The concept of the anywhere-anytime controlling and monitoring of a manufacturing system was implemented in this study for the purpose of u-manufacturing and u-machines. In this concept, the communication between the CNC controller and the PDA phone was successfully performed anywhere and anytime for the real-time monitoring and control of CNC machines. In addition, the interface between the CNC controller and the developed application module was implemented by Object linking and embedding for Process Control (OPC) and shared CNC memory. For communication, the design of a server contents module within the target CNC was based on a TCP/IP. Furthermore, the client contents module within the PDA phone was designed with the aid of embedded c++ programming for mobile communication. For the interface, the monitoring data, such as the machine status, the machine running state, the name of the Numerical Control (NC) program, the alarm and the position of the stage axes, were acquired in real time from real machines with the aid of the OPC method and by sharing the CNC memory. The control data, such as the start, hold, emergency stop, reserved start and reserved stop, were also applied to the CNC domain of the real machine. CNC machines can therefore be controlled and monitored in real time, anywhere and anytime. Moreover, prompt notification from CNC machines to mobile phones, including cellular phones and PDA phones, can be automatically realized in emergencies.

웨이퍼 본딩 장비용 Uniform Press 개발 (Development of Uniform Press for Wafer Bonder)

  • 이창우;하태호;이재학;김승만;김용진;김동훈
    • 대한기계학회논문집 C: 기술과 교육
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    • 제3권4호
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    • pp.265-271
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    • 2015
  • 스마트폰을 비롯한 고성능 모바일 전자기기의 발전에 따라서 경박단소한 전자부품의 요구가 커지고 있으며 이를 위해서 새로운 패키징 방법이 탄생하고 있다. 이러한 새로운 패키징 공정에서 웨이퍼 본딩 공정이 많이 요구되고 있다. 웨이퍼 본딩에서 많이 활용되는 방법이 열 압착 방법으로 가열된 헤드로 웨이퍼에 압력을 가하여 본딩하는 방법이다. 열 압착 방법에서 요구되는 공정조건은 온도 균일성과 Uniform Press이다. 온도 균일성은 마이크로 히터와 열 해석을 통한 설계로 비교적 쉽게 요구조건을 만족 시킬 수 있지만 Uniform Press를 가공과 조립으로만 요구조건을 만족시키기 위해서는 매우 높은 정밀도가 요구된다. 열 압착 방법은 고온에서 동작되므로 열 변형에 대한 기계적인 오차를 고려하여 설계, 가공, 조립이 진행되어야하므로 많은 어려움이 따른다. 본 연구에서는 Air 스프링과 Metal Form의 자가 보정장치를 이용하여 가공, 조립, 열 변형으로 발생하는 기계적 오차를 보상하여 성능과 신뢰성을 향상시켰다.

하이브리드 Ti2AlC 세라믹 소결체의 재료특성 및 Micro-EDM 유용성 연구 (Micro-EDM Feasibility and Material Properties of Hybrid Ti2AlC Ceramic Bulk Materials)

  • 정국현;김광호;강명창
    • 한국분말재료학회지
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    • 제21권4호
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    • pp.301-306
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    • 2014
  • Titanium alloys are extensively used in high-temperature applications due to their excellent high strength and corrosion resistance properties. However, titanium alloys are problematic because they tend to be extremely difficult-to-cut material. In this paper, the powder synthesis, spark plasma sintering (SPS), bulk material characteristics and machinability test of hybrid $Ti_2AlC$ ceramic bulk materials were systematically examined. The bulk samples mainly consisted of $Ti_2AlC$ materials with density close to theoretical value were synthesized by a SPS method. Random orientation and good crystallization of the $Ti_2AlC$ was observed at $1100^{\circ}C$ for 10 min under SPS sintering conditions. Scanning electron microscopy results indicated a homogeneous distribution and nano-laminated structure of $Ti_2AlC$ MAX phase. The hardness and electrical conductivity of $Ti_2AlC$ were higher than that of Ti 6242 alloy at sintering temperature of $1000^{\circ}C{\sim}1100^{\circ}C$. Consequently, the machinability of the hybrid $Ti_2AlC$ bulk materials is better than that of the Ti 6242 alloy for micro-EDM process of micro-hole shape workpiece.

수계 세정시스템의 세정액/헹굼수의 모니터링 및 재활용 기술 분석 (Analysis of Monitoring and Recycling Technology Technologies of Cleaning Solution and Rinse Water in the Aqeous Cleaning System)

  • 한상원;이호열;배제흠;유종훈;박병덕;전성덕
    • 청정기술
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    • 제7권4호
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    • pp.225-242
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    • 2001
  • 산업체에서 부품을 가공하거나 완성품을 제조하는 과정에서 세정 공정은 필수적으로 사용하고 있고 현재 국내외 대부분의 제조업체에서는 오존파괴물질인 CFC-113이나 1,1,1-TCE 대신에 보다 환경친화적인 수계 세정제로의 대체가 진행중이다. 그러나 수계 세정시스템은 세정공정이나 헹굼공정에서 다량의 물을 사용하기 때문에 많은 폐수를 발생시키는 단점이 있다. 따라서 수계 세정시스템에서는 이러한 발생을 최소화하고 세정액과 헹굼수의 성능을 오랫동안 유지시키기 위한 모니터링 기술과 재활용 기술의 도입이 긴요하다. 본고에서는 수계 세정시스템에 사용하는 세정제와 주요 오염물질인 절삭유를 조사 분석하였고 산업현장에서 도입 가능한 수계 세정시스템의 모니터링 기술과 재활용 기술 등을 분석 평가하였다.

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표면가공무늬가 사판식 액셜 피스톤펌프의 밸브부 윤활특성에 미치는 영향에 관한 연구 (Surface Lay Effects on the Lubrication Characteristics in the Valve Part of a Swash-plate Type Axial Piston Pump)

  • 신정훈;강보식;김경웅
    • Tribology and Lubricants
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    • 제28권1호
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    • pp.12-18
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    • 2012
  • This application study of a swash-plate type axial piston pump was concerned about the lubrication characteristics between cylinder barrel and valve plate which are the main rotating body and its opposite sliding part respectively. A computer simulation was implemented to assess bearing and sealing functions of the fluid film between cylinder barrel and valve plate. A numerical algorithm was developed to facilitate simultaneous calculations of dynamic cylinder pressure, 3 degree-of-freedom barrel motions considering inertia effect, and fluid film pressure assuming full fluid film lubrication regime. Central clearance, tilt angle, and azimuth angle of the rotating body were calculated for each time step. Surface waviness was found to be an influential factor due to the small fluid film thickness which can appear in flat land bearings. Five surface lays which can form on the lubrication surface in accordance with machining process were defined and analyzed using the simulation tool. Oil leakage flow and frictional torque in the fluid film between cylinder barrel and valve plate were also calculated to discuss in the viewpoint of energy loss. The simulation results showed that in actual sliding conditions proper surface non-flatness can make a positive effect on the energy efficiency and reliability of the thrust bearing.

터보펌프 터빈의 열구조적 적합성 검증을 위한 터빈로터-파이로시동기 연계시험 (Turbine Rotor-Pyrostarter Coupled Test for the Verification of Thermo-Structural Suitability of a Turbopump Turbine)

  • 정은환;강상훈;홍문근;이항기;이수용;김진한
    • 한국추진공학회지
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    • 제18권1호
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    • pp.65-72
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    • 2014
  • 터보펌프 터빈로터의 열구조적 적합성 검증을 위한 터빈로터-파이로시동기 연계시험을 수행하였다. 새로운 추진제를 적용한 파이로시동기와 열응력 경감 설계 및 터빈 동익 표면 건전성 향상을 위한 후 가공 공정이 적용된 터빈로터시편이 시험에 사용되었다. 시험은 75톤급 엔진시동을 위한 파이로 시동기의 연소가스를 터보펌프 터빈로터와 동일한 형상의 시편에 분사하는 방식으로 이루어졌다. 터빈에 가해지는 열 부하는 운용 설계점에서 극한 조건까지 세 종류로 구분하여 시험을 진행하였으며 모든 시험에서 터빈로터의 손상은 발견되지 않았다.

Microwave Dielectric Properties of Ti-Te system Ceramics for Triplexer Filter

  • Choi, Eui-Sun;Lee, Moon-Woo;Lee, Sang-Hyun;Kang, Gu-Hong;Kang, Gap-Sul;Lee, Young-Hie
    • Journal of Electrical Engineering and Technology
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    • 제6권2호
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    • pp.263-269
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    • 2011
  • In this study, the compositions for the microwave dielectric materials were investigated to obtain the improved dielectric properties, the high temperature stability, and the sintering temperature of less than $900^{\circ}C$, which was necessary for cofiring with the internal conductor of silver. In addition, the dielectric sheets were prepared by the tape casting technique, after which the sheets were laminated and sintered. In this process, the optimum ratio of powder and binder, laminating pressure, temperature, and possibility for cofiring with the internal conductor were studied. Finally, multilayer chip treplexer filter for the 800-2,000 MHz range were fabricated, and the frequency characteristics of the triplexer filter were investigated. When the $0.6TiTe_3O_8-0.4MgTiO_3+3wt%SnO+7wt%H_3BO_3$ ceramics were sintered at $820^{\circ}C$ for 0.3 hours, the microwave dielectric properties of the dielectric constant of 29.91, quality factor of 33,000 GHz, and temperature coefficient of resonant frequency of -2.76 ppm/$^{\circ}C$ were obtained. Using the Advanced Design System (ADS) and High Frequency Structure Simulator (HFSS), the multilayer chip triplexer filter acting at the range of 800-2,000 MHz were simulated and manufactured. The manufactured triplexer filter had the excellent frequency properties in the CDAM800, GPS and PCS frequency regions, respectively.

다층박판재료의 초고압 젯 정밀가공에 대한 실험적 연구 (Experimental Investigations into the Precision Cutting of High-pressured Jet for Thin Multi-layered Material)

  • 박강수;박연경;이정한;이채문;고정상;신보성
    • 한국정밀공학회지
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    • 제26권7호
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    • pp.44-50
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    • 2009
  • High-pressured jetting is now widely used in the advanced cutting processes of polymers, metals, glass, ceramics and composite materials because of some advantages such as heatless and non-contacting cutting. Similarly to the focused laser beam machining, it is well known as a type of high-density energy processes. High-pressured jetting is going to be developed not only to minimize the cutting line width but also to achieve the short cutting time as soon as possible. However, the interaction behavior between a work piece and high-velocity abrasive particles during the high-pressured jet cutting makes the impact mechanism even more complicated. Conventional high-pressured jetting is still difficult to apply to precision cutting of micro-scaled thin work piece such as thin metal sheets, thin ceramic substrates, thin glass plates and TMM (Thin multi-layered materials). In this paper, we proposed the advanced high-pressured jetting technology by introducing a new abrasives supplying method and investigated the optimal process conditions of the cutting pressure, the cutting velocity and SOD (Standoff distance).

선상가열시 이동열원 조건에 따른 가열 판재의 온도분포에 관한 연구 (Study on Temperature Distribution for Various Conditions of Moving Heating Source During Line Heating Process)

  • 최윤환;이연원;최광
    • Journal of Advanced Marine Engineering and Technology
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    • 제34권5호
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    • pp.617-624
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    • 2010
  • 선박 건조공정에서 외피의 곡면 가공에 많이 사용하는 가공법을 선상가열법이라고 한다. 선상가열법은 엔지니어의 숙련도에 따라 품질의 차이가 커지기 때문에 현재에는 엔지니어의 숙련도에 의존하지 않는 자동화기기를 사용하여 선상가열을 수행하는 경우가 많다. 본 연구에서는 자동화기기를 사용한 선상가열에 의한 가열판재의 온도분포를 조사하고자 한다. 선상가열시 적용되는 주요한 변수는 가열원의 이동속도, 강도 및 가열 방식 등이 있으며, 본 연구에서는 세 가지 변수를 중심으로 가열판재의 표면 및 내부온도가 어떻게 변화하는지를 조사하였다. 해석결과 가열원의 이동속도가 빨라질수록 판재의 피크온도는 낮게 형성되는 것을 확인하였고, 또한 열원의 크기에 따른 피크온도 및 온도분포가 선형적으로 변화하는 것을 정량적으로 계산할 수 있었다.