Finite Element Analysis and Multi-Objective Optimization of Solder Joint Temperature Difference and Cooling Stress During PCBA Reflow Process
A finite element analysis model of a printed circuit board assembly (PCBA) was established. The model was subjected to a reflow soldering temperature profile to analyze the temperature distribution at the solder joint solidification moment and the cooling stress distribution at the end of the reflow...
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Veröffentlicht in: | IEEE transactions on components, packaging, and manufacturing technology (2011) packaging, and manufacturing technology (2011), 2025-01, p.1-1 |
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creator | Lan, Jingyi Huang, Chunyue Liang, Ying Gao, Chao Wang, Gui Cao, Zhiqin |
description | A finite element analysis model of a printed circuit board assembly (PCBA) was established. The model was subjected to a reflow soldering temperature profile to analyze the temperature distribution at the solder joint solidification moment and the cooling stress distribution at the end of the reflow soldering process. Validation experiments confirmed the accuracy of the simulation results. The response surface methodology combined with the NSGA-II algorithm was employed to optimize the reflow soldering process parameters with the dual objectives of minimizing solder joint temperature difference and cooling stress. The results reveal uneven temperature distribution at the solder joint solidification onset and concentrated cooling stress due to the mismatch in thermal expansion coefficients. The optimized reflow soldering process parameters were determined as: soak time of 80 s, reflow time of 35 s, reflow temperature of 230°C, and cooling rate of 2°C/s. Simulation validation demonstrated that with the optimal reflow soldering process parameters, the solder joint temperature difference and cooling stress were reduced by 1.058°C and 1.245MPa, respectively. The results of this study on the optimization of the reflow soldering process parameters of the PCBA has a certain degree of significance in guiding. |
doi_str_mv | 10.1109/TCPMT.2025.3529292 |
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The model was subjected to a reflow soldering temperature profile to analyze the temperature distribution at the solder joint solidification moment and the cooling stress distribution at the end of the reflow soldering process. Validation experiments confirmed the accuracy of the simulation results. The response surface methodology combined with the NSGA-II algorithm was employed to optimize the reflow soldering process parameters with the dual objectives of minimizing solder joint temperature difference and cooling stress. The results reveal uneven temperature distribution at the solder joint solidification onset and concentrated cooling stress due to the mismatch in thermal expansion coefficients. The optimized reflow soldering process parameters were determined as: soak time of 80 s, reflow time of 35 s, reflow temperature of 230°C, and cooling rate of 2°C/s. Simulation validation demonstrated that with the optimal reflow soldering process parameters, the solder joint temperature difference and cooling stress were reduced by 1.058°C and 1.245MPa, respectively. The results of this study on the optimization of the reflow soldering process parameters of the PCBA has a certain degree of significance in guiding.</description><identifier>ISSN: 2156-3950</identifier><identifier>EISSN: 2156-3985</identifier><identifier>DOI: 10.1109/TCPMT.2025.3529292</identifier><identifier>CODEN: ITCPC8</identifier><language>eng</language><publisher>IEEE</publisher><subject>Cooling ; Finite element analysis ; Integrated circuit modeling ; Lead ; multi-objective optimization ; Packaging ; PCBA solder joints ; Reflow soldering ; Semiconductor device modeling ; Stress ; temperature difference and cooling stress ; Temperature distribution ; Thermal conductivity</subject><ispartof>IEEE transactions on components, packaging, and manufacturing technology (2011), 2025-01, p.1-1</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-1301-3711 ; 0009-0006-3636-2021</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10841402$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10841402$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Lan, Jingyi</creatorcontrib><creatorcontrib>Huang, Chunyue</creatorcontrib><creatorcontrib>Liang, Ying</creatorcontrib><creatorcontrib>Gao, Chao</creatorcontrib><creatorcontrib>Wang, Gui</creatorcontrib><creatorcontrib>Cao, Zhiqin</creatorcontrib><title>Finite Element Analysis and Multi-Objective Optimization of Solder Joint Temperature Difference and Cooling Stress During PCBA Reflow Process</title><title>IEEE transactions on components, packaging, and manufacturing technology (2011)</title><addtitle>TCPMT</addtitle><description>A finite element analysis model of a printed circuit board assembly (PCBA) was established. The model was subjected to a reflow soldering temperature profile to analyze the temperature distribution at the solder joint solidification moment and the cooling stress distribution at the end of the reflow soldering process. Validation experiments confirmed the accuracy of the simulation results. The response surface methodology combined with the NSGA-II algorithm was employed to optimize the reflow soldering process parameters with the dual objectives of minimizing solder joint temperature difference and cooling stress. The results reveal uneven temperature distribution at the solder joint solidification onset and concentrated cooling stress due to the mismatch in thermal expansion coefficients. The optimized reflow soldering process parameters were determined as: soak time of 80 s, reflow time of 35 s, reflow temperature of 230°C, and cooling rate of 2°C/s. Simulation validation demonstrated that with the optimal reflow soldering process parameters, the solder joint temperature difference and cooling stress were reduced by 1.058°C and 1.245MPa, respectively. The results of this study on the optimization of the reflow soldering process parameters of the PCBA has a certain degree of significance in guiding.</description><subject>Cooling</subject><subject>Finite element analysis</subject><subject>Integrated circuit modeling</subject><subject>Lead</subject><subject>multi-objective optimization</subject><subject>Packaging</subject><subject>PCBA solder joints</subject><subject>Reflow soldering</subject><subject>Semiconductor device modeling</subject><subject>Stress</subject><subject>temperature difference and cooling stress</subject><subject>Temperature distribution</subject><subject>Thermal conductivity</subject><issn>2156-3950</issn><issn>2156-3985</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkNtqwzAMQMPYYKXrD4w9-AfS-RKn8WOXtrvQ0rLmPbi2PFySuNjpRvcP--elF8akB0mII8GJonuCh4Rg8Vjkq0UxpJjyIeNUdHkV9SjhacxExq__eo5vo0EIW9wFz_AIs170M7ONbQFNK6ihadG4kdUh2IBko9FiX7U2Xm62oFr7CWi5a21tv2VrXYOcQWtXafDozdmOLKDegZft3gOaWGPAQ6PgdCd3rrLNB1q3HkJAk70_Tqv8aYzewVTuC628U93qLroxsgowuNR-VMymRf4Sz5fPr_l4Hqs0oTEbGSCpTpkiRGpqEmI4wRokToVigmUJoQonWohNxhQfsYxrzfUm4wJTIhPWj-j5rPIuBA-m3HlbS38oCS6PSsuT0vKotLwo7aCHM2QB4B_QfUswZb9-dXQt</recordid><startdate>20250113</startdate><enddate>20250113</enddate><creator>Lan, Jingyi</creator><creator>Huang, Chunyue</creator><creator>Liang, Ying</creator><creator>Gao, Chao</creator><creator>Wang, Gui</creator><creator>Cao, Zhiqin</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-1301-3711</orcidid><orcidid>https://orcid.org/0009-0006-3636-2021</orcidid></search><sort><creationdate>20250113</creationdate><title>Finite Element Analysis and Multi-Objective Optimization of Solder Joint Temperature Difference and Cooling Stress During PCBA Reflow Process</title><author>Lan, Jingyi ; Huang, Chunyue ; Liang, Ying ; Gao, Chao ; Wang, Gui ; Cao, Zhiqin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c642-37fe16d63c11ad2f41f510dea069c3938412c04d99b83c57385dd5db859021a43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Cooling</topic><topic>Finite element analysis</topic><topic>Integrated circuit modeling</topic><topic>Lead</topic><topic>multi-objective optimization</topic><topic>Packaging</topic><topic>PCBA solder joints</topic><topic>Reflow soldering</topic><topic>Semiconductor device modeling</topic><topic>Stress</topic><topic>temperature difference and cooling stress</topic><topic>Temperature distribution</topic><topic>Thermal conductivity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lan, Jingyi</creatorcontrib><creatorcontrib>Huang, Chunyue</creatorcontrib><creatorcontrib>Liang, Ying</creatorcontrib><creatorcontrib>Gao, Chao</creatorcontrib><creatorcontrib>Wang, Gui</creatorcontrib><creatorcontrib>Cao, Zhiqin</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><jtitle>IEEE transactions on components, packaging, and manufacturing technology (2011)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Lan, Jingyi</au><au>Huang, Chunyue</au><au>Liang, Ying</au><au>Gao, Chao</au><au>Wang, Gui</au><au>Cao, Zhiqin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Finite Element Analysis and Multi-Objective Optimization of Solder Joint Temperature Difference and Cooling Stress During PCBA Reflow Process</atitle><jtitle>IEEE transactions on components, packaging, and manufacturing technology (2011)</jtitle><stitle>TCPMT</stitle><date>2025-01-13</date><risdate>2025</risdate><spage>1</spage><epage>1</epage><pages>1-1</pages><issn>2156-3950</issn><eissn>2156-3985</eissn><coden>ITCPC8</coden><abstract>A finite element analysis model of a printed circuit board assembly (PCBA) was established. The model was subjected to a reflow soldering temperature profile to analyze the temperature distribution at the solder joint solidification moment and the cooling stress distribution at the end of the reflow soldering process. Validation experiments confirmed the accuracy of the simulation results. The response surface methodology combined with the NSGA-II algorithm was employed to optimize the reflow soldering process parameters with the dual objectives of minimizing solder joint temperature difference and cooling stress. The results reveal uneven temperature distribution at the solder joint solidification onset and concentrated cooling stress due to the mismatch in thermal expansion coefficients. The optimized reflow soldering process parameters were determined as: soak time of 80 s, reflow time of 35 s, reflow temperature of 230°C, and cooling rate of 2°C/s. Simulation validation demonstrated that with the optimal reflow soldering process parameters, the solder joint temperature difference and cooling stress were reduced by 1.058°C and 1.245MPa, respectively. The results of this study on the optimization of the reflow soldering process parameters of the PCBA has a certain degree of significance in guiding.</abstract><pub>IEEE</pub><doi>10.1109/TCPMT.2025.3529292</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-1301-3711</orcidid><orcidid>https://orcid.org/0009-0006-3636-2021</orcidid></addata></record> |
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subjects | Cooling Finite element analysis Integrated circuit modeling Lead multi-objective optimization Packaging PCBA solder joints Reflow soldering Semiconductor device modeling Stress temperature difference and cooling stress Temperature distribution Thermal conductivity |
title | Finite Element Analysis and Multi-Objective Optimization of Solder Joint Temperature Difference and Cooling Stress During PCBA Reflow Process |
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