Seal strength models for medical device trays

Seven empirical equations were developed for the prediction of seal strength for medical device trays. A new methodology was developed and used for identifying burst and peel locations and comparing burst pressure and peel force. Multiple linear regression was used to fit 76 models, selecting the be...

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Main Author: Mays, Patricia Faye
Other Authors: Malave, Cesar O.
Format: Others
Language:en_US
Published: 2010
Subjects:
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2756
http://hdl.handle.net/1969.1/ETD-TAMU-2756
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spelling ndltd-tamu.edu-oai-repository.tamu.edu-1969.1-ETD-TAMU-27562013-01-08T10:39:49ZSeal strength models for medical device traysMays, Patricia Fayemedical devicetraysburstpeeltestingpackageseal strengthsealingburst testpeel testmodelsSeven empirical equations were developed for the prediction of seal strength for medical device trays. A new methodology was developed and used for identifying burst and peel locations and comparing burst pressure and peel force. Multiple linear regression was used to fit 76 models, selecting the best models based on the Akaike Information Criterion (AIC) and adjusted R2 (R2 adj) value of each model. The selected models have R2 adj and prediction R2 (R2 pred) values of .83 to .94. Factors investigated for the peel force response were sealing pressure (3 levels), dwell time (3 levels), sealing temperature (3 levels), and adhesive. Additional factors investigated for the burst pressure response were restraining plate gap, and tray volume, height, length-to-width ratio and area. Polyethylene terephthalate-glycol (PETG) trays with Tyvek 1073B lids and two popular water-based adhesives were used. Trays were selected to yield three levels of area and three levels of length-to-width ratio, defining nine package configurations. Packages for burst testing were sealed under a fractional factorial design with 27 treatments. Packages for peel testing were sealed under a 17-point face-centered central composite design. Packages were tested using peel testing following the ASTM F88-07 standard and restrained burst testing with three gap distances following the ASTM F2054-00 standard. All possible subsets of the factors were evaluated, with the best models selected based on AIC value. Equations were developed to predict peak and average peel force based on sealing process parameters (R2 pred =.94 and .92), burst pressure based on tray and sealing parameters and gap (R2 pred =.94), and four peel force responses based on burst pressure and gap (R2 pred =.83 to .86). Models were validated through cross-validation, using the prediction error sum of squares (PRESS) statistic. The R2 pred was calculated to estimate the predictive ability of each model.Malave, Cesar O.2010-01-15T00:08:00Z2010-01-16T00:54:43Z2010-01-15T00:08:00Z2010-01-16T00:54:43Z2008-052009-05-15BookThesisElectronic Dissertationtextelectronicapplication/pdfborn digitalhttp://hdl.handle.net/1969.1/ETD-TAMU-2756http://hdl.handle.net/1969.1/ETD-TAMU-2756en_US
collection NDLTD
language en_US
format Others
sources NDLTD
topic medical device
trays
burst
peel
testing
package
seal strength
sealing
burst test
peel test
models
spellingShingle medical device
trays
burst
peel
testing
package
seal strength
sealing
burst test
peel test
models
Mays, Patricia Faye
Seal strength models for medical device trays
description Seven empirical equations were developed for the prediction of seal strength for medical device trays. A new methodology was developed and used for identifying burst and peel locations and comparing burst pressure and peel force. Multiple linear regression was used to fit 76 models, selecting the best models based on the Akaike Information Criterion (AIC) and adjusted R2 (R2 adj) value of each model. The selected models have R2 adj and prediction R2 (R2 pred) values of .83 to .94. Factors investigated for the peel force response were sealing pressure (3 levels), dwell time (3 levels), sealing temperature (3 levels), and adhesive. Additional factors investigated for the burst pressure response were restraining plate gap, and tray volume, height, length-to-width ratio and area. Polyethylene terephthalate-glycol (PETG) trays with Tyvek 1073B lids and two popular water-based adhesives were used. Trays were selected to yield three levels of area and three levels of length-to-width ratio, defining nine package configurations. Packages for burst testing were sealed under a fractional factorial design with 27 treatments. Packages for peel testing were sealed under a 17-point face-centered central composite design. Packages were tested using peel testing following the ASTM F88-07 standard and restrained burst testing with three gap distances following the ASTM F2054-00 standard. All possible subsets of the factors were evaluated, with the best models selected based on AIC value. Equations were developed to predict peak and average peel force based on sealing process parameters (R2 pred =.94 and .92), burst pressure based on tray and sealing parameters and gap (R2 pred =.94), and four peel force responses based on burst pressure and gap (R2 pred =.83 to .86). Models were validated through cross-validation, using the prediction error sum of squares (PRESS) statistic. The R2 pred was calculated to estimate the predictive ability of each model.
author2 Malave, Cesar O.
author_facet Malave, Cesar O.
Mays, Patricia Faye
author Mays, Patricia Faye
author_sort Mays, Patricia Faye
title Seal strength models for medical device trays
title_short Seal strength models for medical device trays
title_full Seal strength models for medical device trays
title_fullStr Seal strength models for medical device trays
title_full_unstemmed Seal strength models for medical device trays
title_sort seal strength models for medical device trays
publishDate 2010
url http://hdl.handle.net/1969.1/ETD-TAMU-2756
http://hdl.handle.net/1969.1/ETD-TAMU-2756
work_keys_str_mv AT mayspatriciafaye sealstrengthmodelsformedicaldevicetrays
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