SMTA International
Conference 2016
Rosemont, Illinois, USA 25 - 29 September 2016
ISBN: 978-1-5108-3589-4 Printed from e-media with permission by:
Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571
Some format issues inherent in the e-media version may also appear in this print version.
Copyright© (2016) by Surface Mount Technology Association (SMTA) All rights reserved.
Printed by Curran Associates, Inc. (2017)
For permission requests, please contact Surface Mount Technology Association (SMTA) at the address below.
Surface Mount Technology Association (SMTA) 6600 City West Parkway Eden Prairie, MN 55344 USA
Phone: (952) 920-7682 Fax: (952) 926-1819 [email protected]
Additional copies of this publication are available from:
Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571 USA Phone: 845-758-0400 Fax: 845-758-2633 Email: [email protected] Web: www.proceedings.com
7$%/(2)&217(176 607$,QWHUQDWLRQDO7HFKQLFDO&RQIHUHQFH
(0(5*,1*7(&+12/2*,(66800,7 Emerging Technologies sessions are organized by Mike Buetow, CIRCUITS ASSEMBLY Magazine, Richard Coyle, Ph.D., Nokia, Trevor Galbraith, Global SMT, Reza Ghaffarian, Ph.D., Jet Propulsion Laboratories, and Steve Greathouse, Plexus Corp.
(7 $OWHUQDWH$OOR\V3DUW &KDLU (OL]DEHWK%HQHGHWWR+3,QF &R&KDLU -XOLH6LON.H\VLJKW7HFKQRORJLHV,QF
$&ROODERUDWLYH,QGXVWULDO&RQVRUWLD3URJUDPIRU&KDUDFWHUL]LQJ7KHUPDO)DWLJXH5HOLDELOLW\RI7KLUG *HQHUDWLRQ3E)UHH$OOR\V.....1 5LFKDUG&R\OH3K'DQG -RH6PHWDQD1RNLD 5LFKDUG3DUNHUL1(0, .HLWK+RZHOODQG .HLWK6ZHDWPDQ 1LKRQ6XSHULRU&R/WG :HLSLQJ/LX,QGLXP&RUS -XOLH6LON.H\VLJKW7HFKQRORJLHV 6WXDUW/RQJJRRG'HOSKL 0LFKDHO2VWHUPDQ3K'&$/&( 5DIDHO3DGLOOD3(%$DQG7RPR\DVX 5LVNIRU&HUDPLF&RPSRQHQW&UDFNLQJ'HSHQGHQWRQ6ROGHU$OOR\DQG7KHUPRPHFKDQLFDO6WUHVV.....10 -RHUJ7URGOHU'LSO,QJ+HUDHXV(OHFWURQLFV 5'XGHN)UDXQKRIHU(1$6 05|OOLJ)UDXQKRIHU,.76 +LJK7KHUPDOPHFKDQLFDO)DWLJXHDQG'URS6KRFN5HVLVWDQW$OOR\VIRU%DOOJULG$UUD\3DFNDJH $SSOLFDWLRQV.....17 0RUJDQD5LEDV3K'6XUHVK7HOX3K'3UDWKDS$XJXVWLQH5DJKX55DQJDUDMX$QLO.XPDU'LY\D.RVXUL 3ULWKD&KRXGKXU\3K'DQG6LXOL6DUNDU3K'$OSKD$VVHPEO\6ROXWLRQV 5RPPHO7%XPDJDW*DULDQ/LPDQG 0DUWLQ6REF]DN$OSKD$GYDQFHG0DWHULDOV (7 $OWHUQDWH$OOR\V3DUW &KDLU .HLWK+RZHOO1LKRQ6XSHULRU&R/WG &R&KDLU 5LFKDUG&R\OH3K'1RNLD 6XSHULRU7KHUPDO&\FOLQJ5HOLDELOLW\RI3EFree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arsh Environments sessions are organized by Robert Kinyanjui, Ph.D., John Deere Electronic Solutions, John Evans, Ph.D. and Pradeep Lall, Ph.D., Auburn University, and Michael Peterson, Seagate Technology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ead-Free sessions are organized by Paul Vianco, Ph.D., Sandia National Laboratories, Matthew Kelly, P.Eng., MBA, IBM Corporation, Elizabeth Benedetto, HP, Inc., and Srinivas Chada, Ph.D., Stryker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¶6/($'(56+,3352*5$0 A session of only women presenters organized by Priyanka Dobrial, Ph.D., Intel Corporation and Michelle Ogihara, Seika Machinery, Inc. :/36HVVLRQ±:RPHQ¶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dvanced Packaging sessions organized by Andrew Mawer, NXP Semiconductors, Inc., Marie Cole, Ph.D., IBM Corporation, Brian Roggeman, Qualcomm Inc., and Charles Woychik, Ph.D., i3 Electronics $37 :/3&63DQG(PEHGGHG'LH3DFNDJLQJ &KDLU &KDUOHV:R\FKLN3K'L(OHFWURQLFV &R&KDLU 'HEELH&DUERQL.<=(1&RUSRUDWLRQ (OHFWURQLF3DFNDJHVDQG0RGXOHV%DVHGRQ(PEHGGHG'LH7HFKQRORJLHV.....271 /DUV%|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iao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sessions are organized by Denis Jean, Kester, Terry Kocour, Schlumberger, Raiyo Aspandiar, Ph.D., Intel Corporation, and Derrick Herron, Indium Corporation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anufacturing Excellence sessions are organized by Jeff Kennedy, Celestica Inc., Chrys Shea, Shea Engineering, Iulia Muntele, Ph.D., Sanmina Corporation, and Dudi Amir, Intel Corporation 0); )LQH3LWFK3ULQWLQJ 6WHQFLOVDQG5HOHDVH &KDLU 'XGL$PLU,QWHO&RUSRUDWLRQ &R&KDLU 5LFK+HQULFN6DQPLQD&RUSRUDWLRQ 7KH(IIHFWRI$UHD6KDSHDQG$UHD5DWLRRQ6ROGHU3DVWH3ULQWLQJ3HUIRUPDQFH 6WHIDQ+lUWHU'LSO,QJ-HQV1LHPDQQ-|UJ)UDQNH3K')$368QLYHUVLW\(UODQJHQ1UQEHUJ -HII6FKDNH DQG 0DUN:KLWPRUH$60$VVHPEO\6\VWHPV 9LGHR$QDO\VLVRI6ROGHU3DVWH5HOHDVHIURP6WHQFLOV±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±3URFHVV ,QWHJUDWLRQLQ,QGXVWULDO3URGXFWLRQ 9LNWRULD5DZLQVNL(UVD*PE+ 0); 6ROGHULQJ&KDOOHQJHV &KDLU ,XOLD0XQWHOH3K'6DQPLQD&RUSRUDWLRQ &R&KDLU *HQH'XQQ3OH[XV&RUS &RPSDULQJWKH3HUIRUPDQFHRI(QJLQHHUHG7LQ&RSSHU$OOR\VLQ6HOHFWLYH6ROGHULQJ -DVRQ)XOOHUWRQDQG&KULV&ROLQGUHV$OSKD$VVHPEO\6ROXWLRQV 7LQ)ODNHV6SODVKHVLQ607 -RVH06HUYLQ7DEDWD1|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nspection Technologies sessions are organized by William Cardoso, Ph.D., Creative Electron, Brook Sandy-Smith, Indium Corporation, and Rob Rowland, Axiom Electronics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ill Cardoso, Ph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ubstrate sessions are organized by Lenora Clark, MacDermid Enthone, Don Banks, St. Jude Medical, Lars Böttcher, Fraunhofer IZM Berlin, and Harold Kleinfeldt, Intel Corporation 68% &RSSHU3ODWLQJDQG+', &KDLU /DUV%|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|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