On model fitting methods for modeling polymer cure kinetics in microelectronics assembly applications

T. Tilford, J. E. Morris, M. Ferenets, P. R. Rajaguru, S. K. Pavuluri, M. P Y Desmulliez, C. Bailey

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This work assesses the accuracy of specific numerical models in predicting the cure kinetics of a commercially available isotropic conductive adhesive material. A series of Differential Scanning Calorimetry (DSC) analyses have been performed on the materials to determine fundamental cure data. Cure models have been fitted to these experimental data using both the traditional and Particle Swarm Optimization (PSO) fitting methods. The traditional model fitting approach indicates a significant variation in the activation energy during the cure process. The particle swarm optimization fitting method is able to provide coefficient sets for all cure models assessed. Results obtained with these models are in relatively good agreement with experimental data.

Original languageEnglish
Title of host publicationElectronics System Integration Technology Conference, ESTC 2010 - Proceedings
DOIs
Publication statusPublished - 2010
Event3rd Electronics System Integration Technology Conference - Berlin, Germany
Duration: 13 Sep 201016 Sep 2010

Conference

Conference3rd Electronics System Integration Technology Conference
Abbreviated titleESTC 2010
CountryGermany
CityBerlin
Period13/09/1016/09/10

Fingerprint

Microelectronics
Kinetics
Polymers
Particle swarm optimization (PSO)
Numerical models
Differential scanning calorimetry
Adhesives
Activation energy

Cite this

Tilford, T., Morris, J. E., Ferenets, M., Rajaguru, P. R., Pavuluri, S. K., Desmulliez, M. P. Y., & Bailey, C. (2010). On model fitting methods for modeling polymer cure kinetics in microelectronics assembly applications. In Electronics System Integration Technology Conference, ESTC 2010 - Proceedings https://doi.org/10.1109/ESTC.2010.5642820
Tilford, T. ; Morris, J. E. ; Ferenets, M. ; Rajaguru, P. R. ; Pavuluri, S. K. ; Desmulliez, M. P Y ; Bailey, C. / On model fitting methods for modeling polymer cure kinetics in microelectronics assembly applications. Electronics System Integration Technology Conference, ESTC 2010 - Proceedings. 2010.
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Tilford, T, Morris, JE, Ferenets, M, Rajaguru, PR, Pavuluri, SK, Desmulliez, MPY & Bailey, C 2010, On model fitting methods for modeling polymer cure kinetics in microelectronics assembly applications. in Electronics System Integration Technology Conference, ESTC 2010 - Proceedings. 3rd Electronics System Integration Technology Conference, Berlin, Germany, 13/09/10. https://doi.org/10.1109/ESTC.2010.5642820

On model fitting methods for modeling polymer cure kinetics in microelectronics assembly applications. / Tilford, T.; Morris, J. E.; Ferenets, M.; Rajaguru, P. R.; Pavuluri, S. K.; Desmulliez, M. P Y; Bailey, C.

Electronics System Integration Technology Conference, ESTC 2010 - Proceedings. 2010.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Tilford T, Morris JE, Ferenets M, Rajaguru PR, Pavuluri SK, Desmulliez MPY et al. On model fitting methods for modeling polymer cure kinetics in microelectronics assembly applications. In Electronics System Integration Technology Conference, ESTC 2010 - Proceedings. 2010 https://doi.org/10.1109/ESTC.2010.5642820