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An Improved Automated SPI Data Analysis Report Generator for Printed Circuit Board Assembly

  • Hamzeh Alshraida
  • , Daryl Santos
  • , Joseph Lee
  • , Iman Dabous
  • , Talbert Aguilar
  • , Neil Hubble
  • State University of New York Binghamton University
  • FOXCONN Industrial Internet (FII)
  • NVIDIA
  • Akrometrix

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

The growing need for dependable assembly procedures in electronic manufacturing, driven by the trend toward miniaturization, necessitates effective measures to counteract reflow defects arising from chip warpage in Ball Grid Array (BGA) packages. Out-of-plane deformation is common in BGAs, attributed to varying thermal expansion coefficients, and eventually results in opens, Head-in-Pillow (HIP), or bridging defects. This work addresses the shortcomings of existing stencil design guidelines, which often overlook chip warpage, leading to common reflow defects. We propose a novel approach utilizing the Shadow Moiré technique to numerically quantify chip warpage at all pin locations, enabling the automatic optimization of stencil apertures. By processing this data with an advanced algorithm, we design apertures considering the following parameters: localized chip warpage, stencil thickness, Cu pad size, and pitch. This automated method reduces the reliance on engineer experience and eliminates the need for extensive experimentation. In this research, we have substantiated a previously suggested framework by applying emulated warpage data and evaluating its effectiveness using three commercial BGA packages susceptible to warping during reflow. Through empirical experiments and utilizing the proposed framework, we successfully designed the optimal aperture opening for each Cu pad under the chip, automatically, eliminating defects like opens, bridging, and HIP during reflow. The robustness and reliability of this approach have been verified for addressing challenges associated with chip warpage in the Surface Mount Technology (SMT) reflow process. The outcomes underscore significant improvements in defect prevention and overall assembly quality.

Original languageEnglish
Title of host publication2024 Pan Pacific Strategic Electronics Symposium, Pan Pacific 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781944543204
DOIs
StatePublished - 2024
Event2024 Pan Pacific Strategic Electronics Symposium, Pan Pacific 2024 - Kona, Big Island, United States
Duration: Jan 29 2024Feb 1 2024

Publication series

Name2024 Pan Pacific Strategic Electronics Symposium, Pan Pacific 2024

Conference

Conference2024 Pan Pacific Strategic Electronics Symposium, Pan Pacific 2024
Country/TerritoryUnited States
CityKona, Big Island
Period01/29/2402/1/24

Keywords

  • BGA chip warpage
  • DOE
  • Defect Reduction
  • Dynamic warpage
  • Electronics Manufacturing
  • Head-In-Pillow
  • Reflow defects
  • Shadow Moiré
  • Stencil aperture optimization

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