Loading…
Prevention of Copper Interconnection Failure in System on Chip Using Virtual Metrology
This paper describes copper interconnection failure in a damascene process of a system on chip (SoC) caused by plating bath degradation in copper electroplating equipment. The physical analysis using cross-sectional transmission electron microscopy revealed the failure was caused by a void in a via-...
Saved in:
Published in: | IEEE transactions on semiconductor manufacturing 2009-11, Vol.22 (4), p.432-437 |
---|---|
Main Authors: | , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c418t-b6244744e741587d014c8c9c18847b693acdbb9cab6df69be87437fbde918adc3 |
---|---|
cites | cdi_FETCH-LOGICAL-c418t-b6244744e741587d014c8c9c18847b693acdbb9cab6df69be87437fbde918adc3 |
container_end_page | 437 |
container_issue | 4 |
container_start_page | 432 |
container_title | IEEE transactions on semiconductor manufacturing |
container_volume | 22 |
creator | Imai, S.-i. Kitabata, M. |
description | This paper describes copper interconnection failure in a damascene process of a system on chip (SoC) caused by plating bath degradation in copper electroplating equipment. The physical analysis using cross-sectional transmission electron microscopy revealed the failure was caused by a void in a via-hole. By using equipment engineering system (EES) data of many variables in the equipment and some statistical methods, we clarified that the root cause in the interconnection failure is plating bath degradation, which denotes the increase in a byproduct, whose existence is confirmed by analyzing the plating bath using high-performance liquid chromatography (HPLC). More detailed HPLC analysis reveals that the byproduct, which is generated by decomposing a suppressor that is one of the additives, has lighter molecule weight than that of the suppressor. Therefore, the byproduct generated by the degradation in the plating bath causes void formation in a via-hole and causes interconnection failure. We also developed a virtual metrology (VM) model for the bath plating degradation due to the byproduct generation using a mathematical model. By performing VM fault detection and classification with the mathematical model, the interconnection failure was completely prevented without the increase in the manufacturing cost due to additional inspection. |
doi_str_mv | 10.1109/TSM.2009.2031757 |
format | article |
fullrecord | <record><control><sourceid>proquest_ieee_</sourceid><recordid>TN_cdi_ieee_primary_5235106</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>5235106</ieee_id><sourcerecordid>2543462441</sourcerecordid><originalsourceid>FETCH-LOGICAL-c418t-b6244744e741587d014c8c9c18847b693acdbb9cab6df69be87437fbde918adc3</originalsourceid><addsrcrecordid>eNpdkM1rGzEQxUVpoG6Se6AXUSg9ravPlXQsJkkNCQ0k8VVotbOuwlraSrsF__dZxyaHXmZg3m8ej4fQFSVLSon58fR4v2SEmHlwqqT6gBZUSl0xLuRHtCDaiKqWRH1Cn0t5IYQKYdQCbR4y_IM4hhRx6vAqDQNkvI4jZJ9iBP-m3LjQTxlwiPhxX0bY4fm4-hMG_FxC3OJNyOPkenwPY0592u4v0Fnn-gKXp32Onm-un1a_qrvft-vVz7vKC6rHqqmZEEoIUIJKrdo5ldfeeKq1UE1tuPNt0xjvmrrtatOAVoKrrmnBUO1az8_R96PvkNPfCcpod6F46HsXIU3FaiUJ45qzmfz6H_mSphzncNZQRlhdEzpD5Aj5nErJ0Nkhh53Le0uJPdRs55rtoWZ7qnl--XbydcW7vssu-lDe_xhjmil5sP5y5AIAvMuScUlJzV8BlnCFvw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>912026601</pqid></control><display><type>article</type><title>Prevention of Copper Interconnection Failure in System on Chip Using Virtual Metrology</title><source>IEEE Electronic Library (IEL) Journals</source><creator>Imai, S.-i. ; Kitabata, M.</creator><creatorcontrib>Imai, S.-i. ; Kitabata, M.</creatorcontrib><description>This paper describes copper interconnection failure in a damascene process of a system on chip (SoC) caused by plating bath degradation in copper electroplating equipment. The physical analysis using cross-sectional transmission electron microscopy revealed the failure was caused by a void in a via-hole. By using equipment engineering system (EES) data of many variables in the equipment and some statistical methods, we clarified that the root cause in the interconnection failure is plating bath degradation, which denotes the increase in a byproduct, whose existence is confirmed by analyzing the plating bath using high-performance liquid chromatography (HPLC). More detailed HPLC analysis reveals that the byproduct, which is generated by decomposing a suppressor that is one of the additives, has lighter molecule weight than that of the suppressor. Therefore, the byproduct generated by the degradation in the plating bath causes void formation in a via-hole and causes interconnection failure. We also developed a virtual metrology (VM) model for the bath plating degradation due to the byproduct generation using a mathematical model. By performing VM fault detection and classification with the mathematical model, the interconnection failure was completely prevented without the increase in the manufacturing cost due to additional inspection.</description><identifier>ISSN: 0894-6507</identifier><identifier>EISSN: 1558-2345</identifier><identifier>DOI: 10.1109/TSM.2009.2031757</identifier><identifier>CODEN: ITSMED</identifier><language>eng</language><publisher>New York, NY: IEEE</publisher><subject>Additive ; Applied sciences ; bath degradation ; BY PRODUCTS ; byproduct ; Byproducts ; chemical monitoring system (CMS) ; CHIPS ; CONNECTORS (ELECTRICAL) ; Copper ; Data engineering ; Degradation ; Design. Technologies. Operation analysis. Testing ; Electronics ; ELECTROPLATING ; equipment engineering system (EES) ; Exact sciences and technology ; FAILURE ; Failure analysis ; fault detection and classification (FDC) ; high-performance liquid chromatography (HPLC) ; Integrated circuits ; Interconnection ; interconnection failure ; MATHEMATICAL ANALYSIS ; Mathematical model ; Mathematical models ; Metrology ; Microelectronic fabrication (materials and surfaces technology) ; Plating ; Plating baths ; prediction ; Semiconductor electronics. Microelectronics. Optoelectronics. Solid state devices ; Statistical methods ; system on chip (SoC) ; System-on-a-chip ; Systems engineering and theory ; Testing, measurement, noise and reliability ; Transmission electron microscopy ; Virtual manufacturing ; virtual metrology ; void</subject><ispartof>IEEE transactions on semiconductor manufacturing, 2009-11, Vol.22 (4), p.432-437</ispartof><rights>2015 INIST-CNRS</rights><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2009</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c418t-b6244744e741587d014c8c9c18847b693acdbb9cab6df69be87437fbde918adc3</citedby><cites>FETCH-LOGICAL-c418t-b6244744e741587d014c8c9c18847b693acdbb9cab6df69be87437fbde918adc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/5235106$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,314,780,784,789,790,23930,23931,25140,27924,27925,54796</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=22282751$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Imai, S.-i.</creatorcontrib><creatorcontrib>Kitabata, M.</creatorcontrib><title>Prevention of Copper Interconnection Failure in System on Chip Using Virtual Metrology</title><title>IEEE transactions on semiconductor manufacturing</title><addtitle>TSM</addtitle><description>This paper describes copper interconnection failure in a damascene process of a system on chip (SoC) caused by plating bath degradation in copper electroplating equipment. The physical analysis using cross-sectional transmission electron microscopy revealed the failure was caused by a void in a via-hole. By using equipment engineering system (EES) data of many variables in the equipment and some statistical methods, we clarified that the root cause in the interconnection failure is plating bath degradation, which denotes the increase in a byproduct, whose existence is confirmed by analyzing the plating bath using high-performance liquid chromatography (HPLC). More detailed HPLC analysis reveals that the byproduct, which is generated by decomposing a suppressor that is one of the additives, has lighter molecule weight than that of the suppressor. Therefore, the byproduct generated by the degradation in the plating bath causes void formation in a via-hole and causes interconnection failure. We also developed a virtual metrology (VM) model for the bath plating degradation due to the byproduct generation using a mathematical model. By performing VM fault detection and classification with the mathematical model, the interconnection failure was completely prevented without the increase in the manufacturing cost due to additional inspection.</description><subject>Additive</subject><subject>Applied sciences</subject><subject>bath degradation</subject><subject>BY PRODUCTS</subject><subject>byproduct</subject><subject>Byproducts</subject><subject>chemical monitoring system (CMS)</subject><subject>CHIPS</subject><subject>CONNECTORS (ELECTRICAL)</subject><subject>Copper</subject><subject>Data engineering</subject><subject>Degradation</subject><subject>Design. Technologies. Operation analysis. Testing</subject><subject>Electronics</subject><subject>ELECTROPLATING</subject><subject>equipment engineering system (EES)</subject><subject>Exact sciences and technology</subject><subject>FAILURE</subject><subject>Failure analysis</subject><subject>fault detection and classification (FDC)</subject><subject>high-performance liquid chromatography (HPLC)</subject><subject>Integrated circuits</subject><subject>Interconnection</subject><subject>interconnection failure</subject><subject>MATHEMATICAL ANALYSIS</subject><subject>Mathematical model</subject><subject>Mathematical models</subject><subject>Metrology</subject><subject>Microelectronic fabrication (materials and surfaces technology)</subject><subject>Plating</subject><subject>Plating baths</subject><subject>prediction</subject><subject>Semiconductor electronics. Microelectronics. Optoelectronics. Solid state devices</subject><subject>Statistical methods</subject><subject>system on chip (SoC)</subject><subject>System-on-a-chip</subject><subject>Systems engineering and theory</subject><subject>Testing, measurement, noise and reliability</subject><subject>Transmission electron microscopy</subject><subject>Virtual manufacturing</subject><subject>virtual metrology</subject><subject>void</subject><issn>0894-6507</issn><issn>1558-2345</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><recordid>eNpdkM1rGzEQxUVpoG6Se6AXUSg9ravPlXQsJkkNCQ0k8VVotbOuwlraSrsF__dZxyaHXmZg3m8ej4fQFSVLSon58fR4v2SEmHlwqqT6gBZUSl0xLuRHtCDaiKqWRH1Cn0t5IYQKYdQCbR4y_IM4hhRx6vAqDQNkvI4jZJ9iBP-m3LjQTxlwiPhxX0bY4fm4-hMG_FxC3OJNyOPkenwPY0592u4v0Fnn-gKXp32Onm-un1a_qrvft-vVz7vKC6rHqqmZEEoIUIJKrdo5ldfeeKq1UE1tuPNt0xjvmrrtatOAVoKrrmnBUO1az8_R96PvkNPfCcpod6F46HsXIU3FaiUJ45qzmfz6H_mSphzncNZQRlhdEzpD5Aj5nErJ0Nkhh53Le0uJPdRs55rtoWZ7qnl--XbydcW7vssu-lDe_xhjmil5sP5y5AIAvMuScUlJzV8BlnCFvw</recordid><startdate>20091101</startdate><enddate>20091101</enddate><creator>Imai, S.-i.</creator><creator>Kitabata, M.</creator><general>IEEE</general><general>Institute of Electrical and Electronics Engineers</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7U5</scope><scope>8FD</scope><scope>L7M</scope><scope>F28</scope><scope>FR3</scope><scope>H8G</scope><scope>JG9</scope></search><sort><creationdate>20091101</creationdate><title>Prevention of Copper Interconnection Failure in System on Chip Using Virtual Metrology</title><author>Imai, S.-i. ; Kitabata, M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c418t-b6244744e741587d014c8c9c18847b693acdbb9cab6df69be87437fbde918adc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Additive</topic><topic>Applied sciences</topic><topic>bath degradation</topic><topic>BY PRODUCTS</topic><topic>byproduct</topic><topic>Byproducts</topic><topic>chemical monitoring system (CMS)</topic><topic>CHIPS</topic><topic>CONNECTORS (ELECTRICAL)</topic><topic>Copper</topic><topic>Data engineering</topic><topic>Degradation</topic><topic>Design. Technologies. Operation analysis. Testing</topic><topic>Electronics</topic><topic>ELECTROPLATING</topic><topic>equipment engineering system (EES)</topic><topic>Exact sciences and technology</topic><topic>FAILURE</topic><topic>Failure analysis</topic><topic>fault detection and classification (FDC)</topic><topic>high-performance liquid chromatography (HPLC)</topic><topic>Integrated circuits</topic><topic>Interconnection</topic><topic>interconnection failure</topic><topic>MATHEMATICAL ANALYSIS</topic><topic>Mathematical model</topic><topic>Mathematical models</topic><topic>Metrology</topic><topic>Microelectronic fabrication (materials and surfaces technology)</topic><topic>Plating</topic><topic>Plating baths</topic><topic>prediction</topic><topic>Semiconductor electronics. Microelectronics. Optoelectronics. Solid state devices</topic><topic>Statistical methods</topic><topic>system on chip (SoC)</topic><topic>System-on-a-chip</topic><topic>Systems engineering and theory</topic><topic>Testing, measurement, noise and reliability</topic><topic>Transmission electron microscopy</topic><topic>Virtual manufacturing</topic><topic>virtual metrology</topic><topic>void</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Imai, S.-i.</creatorcontrib><creatorcontrib>Kitabata, M.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE/IET Electronic Library (IEL)</collection><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Copper Technical Reference Library</collection><collection>Materials Research Database</collection><jtitle>IEEE transactions on semiconductor manufacturing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Imai, S.-i.</au><au>Kitabata, M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prevention of Copper Interconnection Failure in System on Chip Using Virtual Metrology</atitle><jtitle>IEEE transactions on semiconductor manufacturing</jtitle><stitle>TSM</stitle><date>2009-11-01</date><risdate>2009</risdate><volume>22</volume><issue>4</issue><spage>432</spage><epage>437</epage><pages>432-437</pages><issn>0894-6507</issn><eissn>1558-2345</eissn><coden>ITSMED</coden><abstract>This paper describes copper interconnection failure in a damascene process of a system on chip (SoC) caused by plating bath degradation in copper electroplating equipment. The physical analysis using cross-sectional transmission electron microscopy revealed the failure was caused by a void in a via-hole. By using equipment engineering system (EES) data of many variables in the equipment and some statistical methods, we clarified that the root cause in the interconnection failure is plating bath degradation, which denotes the increase in a byproduct, whose existence is confirmed by analyzing the plating bath using high-performance liquid chromatography (HPLC). More detailed HPLC analysis reveals that the byproduct, which is generated by decomposing a suppressor that is one of the additives, has lighter molecule weight than that of the suppressor. Therefore, the byproduct generated by the degradation in the plating bath causes void formation in a via-hole and causes interconnection failure. We also developed a virtual metrology (VM) model for the bath plating degradation due to the byproduct generation using a mathematical model. By performing VM fault detection and classification with the mathematical model, the interconnection failure was completely prevented without the increase in the manufacturing cost due to additional inspection.</abstract><cop>New York, NY</cop><pub>IEEE</pub><doi>10.1109/TSM.2009.2031757</doi><tpages>6</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0894-6507 |
ispartof | IEEE transactions on semiconductor manufacturing, 2009-11, Vol.22 (4), p.432-437 |
issn | 0894-6507 1558-2345 |
language | eng |
recordid | cdi_ieee_primary_5235106 |
source | IEEE Electronic Library (IEL) Journals |
subjects | Additive Applied sciences bath degradation BY PRODUCTS byproduct Byproducts chemical monitoring system (CMS) CHIPS CONNECTORS (ELECTRICAL) Copper Data engineering Degradation Design. Technologies. Operation analysis. Testing Electronics ELECTROPLATING equipment engineering system (EES) Exact sciences and technology FAILURE Failure analysis fault detection and classification (FDC) high-performance liquid chromatography (HPLC) Integrated circuits Interconnection interconnection failure MATHEMATICAL ANALYSIS Mathematical model Mathematical models Metrology Microelectronic fabrication (materials and surfaces technology) Plating Plating baths prediction Semiconductor electronics. Microelectronics. Optoelectronics. Solid state devices Statistical methods system on chip (SoC) System-on-a-chip Systems engineering and theory Testing, measurement, noise and reliability Transmission electron microscopy Virtual manufacturing virtual metrology void |
title | Prevention of Copper Interconnection Failure in System on Chip Using Virtual Metrology |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T20%3A09%3A49IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_ieee_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Prevention%20of%20Copper%20Interconnection%20Failure%20in%20System%20on%20Chip%20Using%20Virtual%20Metrology&rft.jtitle=IEEE%20transactions%20on%20semiconductor%20manufacturing&rft.au=Imai,%20S.-i.&rft.date=2009-11-01&rft.volume=22&rft.issue=4&rft.spage=432&rft.epage=437&rft.pages=432-437&rft.issn=0894-6507&rft.eissn=1558-2345&rft.coden=ITSMED&rft_id=info:doi/10.1109/TSM.2009.2031757&rft_dat=%3Cproquest_ieee_%3E2543462441%3C/proquest_ieee_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c418t-b6244744e741587d014c8c9c18847b693acdbb9cab6df69be87437fbde918adc3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=912026601&rft_id=info:pmid/&rft_ieee_id=5235106&rfr_iscdi=true |