• 제목/요약/키워드: Printed circuit board(PCB)

검색결과 453건 처리시간 0.025초

DBSCAN 기반의 제조 공정 데이터 불량 위치의 검출 (Detection of the Defected Regions in Manufacturing Process Data using DBSCAN)

  • 최은석;김정훈;아지즈 나스리디노프;이상현;강정태;류관희
    • 한국콘텐츠학회논문지
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    • 제17권7호
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    • pp.182-192
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    • 2017
  • 제조 산업은 국가 경제 성장의 원동력으로 그 중요성이 부각되고 있다. 이에 따라 제조 공정상에서 생성되는 제조 데이터 분석의 중요성 또한 조명 받고 있다. 본 논문에서는 PCB(Printed Circuit Board) 제조 공정에서 발생한 로그 데이터를 분석하여 PCB 상에서 빈번하게 발생하는 고장 영역에 대해서 작업자가 고장 영역을 직접 눈으로 볼 수 있도록 시각화하는 방법을 제안한다. 우선 고장 영역을 파악하기 위해서 PCB 공정 데이터 집합에 K-means, DB-SCAN 클러스터링 알고리즘을 적용하여 군집화 하였고, 두 알고리즘 중 더 정확한 고장 영역을 도출하는지 비교하였다. 또한 MVC(Model-View-Controller) 구조 시스템을 개발하여 실제 PCB 이미지 상에 클러스터링 결과를 출력하는 것으로 실제 고장영역을 눈으로 확인할 수 있도록 시각화하였다.

PCB 일체형 에너지 하베스터의 설계 및 제작 (Design and Fabrication of Printed Circuit Board (PCB) Integrated Energy Harvester)

  • 민철홍;김태선
    • 한국전기전자재료학회논문지
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    • 제26권11호
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    • pp.846-851
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    • 2013
  • Recently, energy harvesting technologies are considered as the great alternatives to reduce the dependency on secondary batteries. In this paper, we proposed PCB type energy harvester which can be directly integrated with other electronic components on same board. To form the three dimensional coil structure, two PCBs with patterned metal lines are solder bonded. For magnetic induction, inside of coil structure was filled with magnetic substance and rotary motioned external magnets are applied to near the harvester. The effects of metal wire width on PCB, thickness of magnetic substance, and frequency of rotary motion on energy harvesting performance are analyzed by computer simulation and experiments. Experimental results showed 29.89 ${\mu}W$ of power generation performance at the frequency of 5.2 Hz and it is shown that designed harvester can be effectively applied on vibration environment with very limited frequency.

금속 나노 입자를 이용한 인쇄 회로 기판의 회로 형성 (Formation of electric circuit for printed circuit board using metal nano particles)

  • 정재우
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2007년도 하계학술대회 논문집 Vol.8
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    • pp.545-545
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    • 2007
  • Recently, innovative process has been investigated in order to replace the conventional high-cost micro patterning processes on the electronic products. To produce desirable profit margins from this low cost products, printed circuit board(PCB), will require dramatic changes in the current manufacturing philosophies and processes. Innovative process using metal nano particles replaces the current industry standard of subtractive etched of copper as a highly efficient way to produce robust circuitry on low cost substrates. An advantage of using metal nano particles process in patterned conductive line manufacturing is that the process is additive. Material is only deposited in desired locations, thereby reducing the amount of chemical and material waste. Simply, it just draws on the substrate as glass epoxy or polyimide with metal nano particles. Particles, when their size becomes nano-meter scale, show some specific characteristics such as enhanced reactivity of surface atoms, decrease in melting point, high electric conductivity compared with the bulk. Melting temperature of metal gets low, the metal nano particles could be formated onto polymer substrates and sintered under $300^{\circ}C$, which would be applied in PCB. It can be getting the metal line of excellent electric conductivity.

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PCB 조립 공정의 작업 투입 순서 및 부품함 배치 문제에 관한 연구 (A Study on Job Sequence and Feeder Allocation Problem in PCB Assembly Line)

  • 유성열;이강배
    • 산업경영시스템학회지
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    • 제29권1호
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    • pp.63-71
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    • 2006
  • In this paper, we consider a planning problem arising from printed circuit board manufacturing industries. Given a set of several types of PCBs, component feeders and surface mounting machines in series in a PCB assembly line, the problem is to define the feeder allocation and job sequence with the objective of minimizing the total operation time of the line. We formulate the problem as a mathematical model. And, the problem is proven to be NP-hard, so a genetic algorithm is developed. Finally, we give test results to evaluate the performance of the genetic algorithm.

밀집구역분리와 슬롯이중배정에 의한 효율적 PCB 조립 방법의 연구 (A study on the method of efficient PCB assembly by separation of crowed area and double allocation of slot)

  • 문기주;장재혁
    • 한국시뮬레이션학회논문지
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    • 제14권2호
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    • pp.25-34
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    • 2005
  • Determination of component mounting sequence on printed circuit board assembly process is a typical NP-hard problem. It is a kind of traveling salesman problems, but it has one more hard to meet constraint of matching component type per mounting position as well as searching the shortest path. An efficient method is developed by separation of crowed area and allowing up to two slots per component type. A simulation model is constructed using Visual C++ for evaluation of the suggested heuristic.

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온도 및 주파수 변화에 따른 프린트 배선기판의 유전특성 연구 (A Study on Dielectric Properties of Printed Circuit Board(PCB) Materials with Variation of Frequency and Temperature)

  • 박종성;김종헌;이준웅
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 1998년도 춘계학술대회 논문집
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    • pp.135-138
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    • 1998
  • This paper presents the results of measured permittivity of PCB sheet material in the frequency range of 0.1[GHz] - 2[GHz] and temperature range of $25[^{\circ}C]$ - $85[^{\circ}C]$. Microstrip lines with different physical length are implemented to measure the attenuation and phase shift of the signals though these lines. The loss factor of these materials could be obtained with the dielectric constant and the attenuation of the microstrip lines.

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공기 베어링 스핀들을 애용한 PCB 드릴링에 관한 연구 (A Study on the PCB(Printed Circuit Board) Drilling by Air Bearing Spindle)

  • 배명일;김상진;김기수
    • 한국정밀공학회지
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    • 제22권3호
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    • pp.15-20
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    • 2005
  • This paper describes the PCB drilling using an ultra high-speed air bearing spindle system and micro drill. For this research, we have developed the ultra high-speed air bearing spindle of 125,000 rpm and made an experiment for the application possibility in the PCB drilling. In order to estimate the drilling performance, we have investigated the size and damage of drilled hole, and the wear of drill at 90,000rpm. Results are as follows; we have confirmed the possibility in the PCB drilling of air bearing spindle. In case of micro-drilling PCB at $0.1mm\sim0.3mm$, the increase in the number of drilling has resulted in a bigger size of holes and also a bigger size of damage. It has been found that the wear of micro drill tends to concentrate in the main cutting edge.

Characterization of Inkjet-Printed Silver Patterns for Application to Printed Circuit Board (PCB)

  • Shin, Kwon-Yong;Lee, Minsu;Kang, Heuiseok;Kang, Kyungtae;Hwang, Jun Young;Kim, Jung-Mu;Lee, Sang-Ho
    • Journal of Electrical Engineering and Technology
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    • 제8권3호
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    • pp.603-609
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    • 2013
  • In this paper, we describe the analysis of inkjet-printed silver (Ag) patterns on epoxy-coated substrates according to several reliability evaluation test method guidelines for conventional printed circuit boards (PCB). To prepare patterns for the reliability analysis, various regular test patterns were created by Ag inkjet printing on flame retardant 4 (FR4) and polyimide (PI) substrates coated with epoxy for each test method. We coated the substrates with an epoxy primer layer to control the surface energy during printing of the patterns. The contact angle of the ink to the coated epoxy primer was $69^{\circ}$, and its surface energy was 18.6 $mJ/m^2$. Also, the substrate temperature was set at $70^{\circ}C$. We were able to obtain continuous line patterns by inkjet printing with a droplet spacing of $60{\mu}m$. The reliability evaluation tests included the dielectric withstanding voltage, adhesive strength, thermal shock, pressure cooker, bending, uniformity of line-width and spacing, and high-frequency transmission loss tests.

제어보드와 파워보드에 관한 발열성능 평가 (Evaluation of Control Board and Power Board Thermal Performance)

  • 장성철;권민수
    • 한국산업융합학회 논문집
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    • 제20권2호
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    • pp.187-194
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    • 2017
  • This study examined the validity and reliability of the thermal safety design, in order to maintain the heat generated from integrated circuit (IC) chips in the converter, condenser, resistor, and transistor (which are considered as heat sources for thermoelectric devices with a printed circuit board) below target levels during the process of developing a control board and a main power board. The study analyzed the heat generation and dissipation characteristics of the entire printed circuit board (PCB) model to examine its thermal safety.