Defect Inspection of Flip Chip Solder Bumps Using an Ultrasonic Transducer

被引:22
|
作者
Su, Lei [1 ]
Shi, Tielin [1 ]
Xu, Zhensong [1 ]
Lu, Xiangning [2 ]
Liao, Guanglan [1 ]
机构
[1] Huazhong Univ Sci & Technol, State Key Lab Digital Mfg Equipment & Technol, Wuhan 430074, Peoples R China
[2] Jiangsu Normal Univ, Xuzhou 221116, Peoples R China
来源
SENSORS | 2013年 / 13卷 / 12期
基金
中国国家自然科学基金;
关键词
SUPPORT-VECTOR MACHINES; NEURAL-NETWORKS; JOINTS; THERMOGRAPHY; RECOGNITION; PACKAGE;
D O I
10.3390/s131216281
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Surface mount technology has spurred a rapid decrease in the size of electronic packages, where solder bump inspection of surface mount packages is crucial in the electronics manufacturing industry. In this study we demonstrate the feasibility of using a 230 MHz ultrasonic transducer for nondestructive flip chip testing. The reflected time domain signal was captured when the transducer scanning the flip chip, and the image of the flip chip was generated by scanning acoustic microscopy. Normalized cross-correlation was used to locate the center of solder bumps for segmenting the flip chip image. Then five features were extracted from the signals and images. The support vector machine was adopted to process the five features for classification and recognition. The results show the feasibility of this approach with high recognition rate, proving that defect inspection of flip chip solder bumps using the ultrasonic transducer has high potential in microelectronics packaging. © 2013 by the authors; licensee MDPI, Basel, Switzerland.
引用
收藏
页码:16281 / 16291
页数:11
相关论文
共 50 条
  • [1] Laser Ultrasonic Inspection of Solder Bumps in Flip-Chip Packages Using Virtual Chip Package as Reference
    Ume, Charles
    Gong, Jie
    Ahmad, Razid
    Valdes, Abel
    IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY, 2011, 1 (11): : 1739 - 1746
  • [2] Defect inspection of flip chip solder balls based on ultrasonic excitation
    Su L.
    Hu X.
    Gu J.
    Li K.
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2023, 51 (12): : 117 - 122
  • [3] Determination of measurement limit for open solder bumps on a flip-chip package using a laser ultrasonic inspection system
    Erdahl, DS
    Ume, IC
    IEEE TRANSACTIONS ON ADVANCED PACKAGING, 2006, 29 (01): : 178 - 185
  • [4] Using BP network for ultrasonic inspection of flip chip solder joints
    Su, Lei
    Zha, Zheyu
    Lu, Xiangning
    Shi, Tielin
    Liao, Guanglan
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2013, 34 (1-2) : 183 - 190
  • [5] Quality inspection of flip chip solder bumps using integrated analytical, numerical, and experimental modal analyses
    Yang, Jin
    Ume, I. Charles
    JOURNAL OF ELECTRONIC PACKAGING, 2008, 130 (03) : 0310091 - 03100910
  • [6] LASER ULTRASONIC INPSECTION OF SOLDER BUMPS IN FLIP CHIP PACKAGES USING VIRTUAL PACKAGE DEVICE AS REFERENCE
    Ume, I. Charles
    Gong, Jie
    Ahmad, Razid
    Valdes, Abel
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION 2010, VOL 4, 2012, : 519 - 528
  • [7] Flip-chip solder bumps defect detection using a self-search lightweight framework
    Sun, Yu
    Su, Lei
    Gu, Jiefei
    Zhao, Xinwei
    Li, Ke
    Pecht, Michael
    ADVANCED ENGINEERING INFORMATICS, 2024, 60
  • [8] An automated ultrasonic inspection approach for flip chip solder joint assessment
    Yang, Ryan S. H.
    Braden, Derek R.
    Zhang, Guang-Ming
    Harvey, David M.
    MICROELECTRONICS RELIABILITY, 2012, 52 (12) : 2995 - 3001
  • [9] Defect Detection of Flip Chip Solder Bumps With Wavelet Analysis of Laser Ultrasound Signals
    Yang, Jin
    Ume, I. Charles
    Zhang, Lizheng
    IEEE TRANSACTIONS ON ADVANCED PACKAGING, 2010, 33 (01): : 19 - 29
  • [10] Flip chip assembly and reliability using gold/tin solder bumps
    Oppermann, H
    Hutter, M
    Klein, M
    Reichl, H
    MICRO-OPTICS: FABRICATION, PACKAGING, AND INTEGRATION, 2004, 5454 : 21 - 30