• DocumentCode
    3149543
  • Title

    Intelligence study of control strategy in BGA rework process

  • Author

    Liu Xue-ping ; Zhan Tao ; Lu Yun-zhe ; Duan Guang-hong

  • Author_Institution
    Grad. Sch. at Shenzhen, Tsinghua Univ., Shenzhen, China
  • fYear
    2010
  • fDate
    23-25 Nov. 2010
  • Firstpage
    361
  • Lastpage
    365
  • Abstract
    As one branch of electronic components reuse techniques, research on BGA rework process is significant for ecology and economy. In this paper, one effective control project of heating temperature, reliability detecting of solder joints and automatic adjusting of BGA chip position is proposed, which extremely increases the degree of the artificial intelligence of BGA rework process with using the methods such as Fuzzy-PID theory, Blob analysis algorithm and SIFT feature points extraction and matching algorithm. Put the fuzzy self-tuning PID controller into use in the temperature control system of one electronic assembly equipment, which can achieve the real-time on-line correction of PID parameters and the temperature regulation result that is better than using the conventional PID controller especially in terms of the stability. The information of connected areas in BGA chip image provides basis for automatic reliability detecting of solder joints. SIFT algorithm is able to achieve the match between template image and target image without angle information, so that the precise angle to rotate becomes acquirable.
  • Keywords
    ball grid arrays; electronic engineering computing; fuzzy control; reliability; soldering; three-term control; BGA chip image; BGA chip position; BGA rework process artificial intelligence; Blob analysis algorithm; PID parameter real-time on-line correction; SIFT feature point extraction; automatic reliability; electronic assembly equipment; fuzzy self-tuning PID controller; fuzzy-PID theory; heating temperature; matching algorithm; solder joints; temperature control system; BGA Rework Process; Blob Analysis; Fuzzy Control; PID; SIFT;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Advanced Technology of Design and Manufacture (ATDM 2010), International Conference on
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1049/cp.2010.1324
  • Filename
    6139044