LINKING PAPER STRUCTURE TO LOCAL DISTRIBUTION OF DEFORMATION AND DAMAGE

Jussi Antero Lahti, Michael Dauer, Douglas Steven Keller, Ulrich Hirn

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Abstract

A method for quantitatively investigating the relationship between local structural properties (local basis weight, local thickness, local density and local load carrying factor (local fiber orientation)) and local tensile deformation (local strain and local temperature increase (thermal energy dissipation)) was introduced. It was found by utilizing the method for 70 g/m2 sack paper strips that relative basis weight, relative thickness, relative density and relative load carrying factor combined explain 31% and 26% of total variation in relative strain and relative temperature increase, respectively. Best single predictors for relative strain were relative basis weight (R² = 0.14) and relative load carrying factor (R² = 0.11). On the other hand, relative basis weight alone was the best predictor for relative temperature increase (R² = 0.12.). Finally, by analyzing the relationship between the two deformation distribution parameters from the perspective that the high relative temperature increase is preceded by the high relative strain, it could be said that the relative strain explains 45% of the total variation in the relative temperature increase (R² = 0.45). Thus, these two parameters describe the deformation in partially different ways. Based on this study, it can be concluded that the introduced method offers a promising tool to quantitatively investigate the separate/combined influence of local structural properties on the local deformation accumulation initializing the failure of paper.
LanguageEnglish
Title of host publication Advances in pulp and paper research, Oxford 2017: 16th Fundamental Research Symposium, Oxford
Pages669-682
Number of pages13
StatusPublished - Sep 2017
EventFundamental Research Symposium - Pembroke College, Oxford, United Kingdom
Duration: 4 Sep 20178 Sep 2017

Conference

ConferenceFundamental Research Symposium
CountryUnited Kingdom
CityOxford
Period4/09/178/09/17

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damage
temperature
energy dissipation
distribution
method
parameter

Cite this

Lahti, J. A., Dauer, M., Keller, D. S., & Hirn, U. (2017). LINKING PAPER STRUCTURE TO LOCAL DISTRIBUTION OF DEFORMATION AND DAMAGE. In Advances in pulp and paper research, Oxford 2017: 16th Fundamental Research Symposium, Oxford (pp. 669-682)

LINKING PAPER STRUCTURE TO LOCAL DISTRIBUTION OF DEFORMATION AND DAMAGE. / Lahti, Jussi Antero; Dauer, Michael; Keller, Douglas Steven; Hirn, Ulrich.

Advances in pulp and paper research, Oxford 2017: 16th Fundamental Research Symposium, Oxford. 2017. p. 669-682.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Lahti, JA, Dauer, M, Keller, DS & Hirn, U 2017, LINKING PAPER STRUCTURE TO LOCAL DISTRIBUTION OF DEFORMATION AND DAMAGE. in Advances in pulp and paper research, Oxford 2017: 16th Fundamental Research Symposium, Oxford. pp. 669-682, Fundamental Research Symposium, Oxford, United Kingdom, 4/09/17.
Lahti JA, Dauer M, Keller DS, Hirn U. LINKING PAPER STRUCTURE TO LOCAL DISTRIBUTION OF DEFORMATION AND DAMAGE. In Advances in pulp and paper research, Oxford 2017: 16th Fundamental Research Symposium, Oxford. 2017. p. 669-682.
Lahti, Jussi Antero ; Dauer, Michael ; Keller, Douglas Steven ; Hirn, Ulrich. / LINKING PAPER STRUCTURE TO LOCAL DISTRIBUTION OF DEFORMATION AND DAMAGE. Advances in pulp and paper research, Oxford 2017: 16th Fundamental Research Symposium, Oxford. 2017. pp. 669-682
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abstract = "A method for quantitatively investigating the relationship between local structural properties (local basis weight, local thickness, local density and local load carrying factor (local fiber orientation)) and local tensile deformation (local strain and local temperature increase (thermal energy dissipation)) was introduced. It was found by utilizing the method for 70 g/m2 sack paper strips that relative basis weight, relative thickness, relative density and relative load carrying factor combined explain 31{\%} and 26{\%} of total variation in relative strain and relative temperature increase, respectively. Best single predictors for relative strain were relative basis weight (R² = 0.14) and relative load carrying factor (R² = 0.11). On the other hand, relative basis weight alone was the best predictor for relative temperature increase (R² = 0.12.). Finally, by analyzing the relationship between the two deformation distribution parameters from the perspective that the high relative temperature increase is preceded by the high relative strain, it could be said that the relative strain explains 45{\%} of the total variation in the relative temperature increase (R² = 0.45). Thus, these two parameters describe the deformation in partially different ways. Based on this study, it can be concluded that the introduced method offers a promising tool to quantitatively investigate the separate/combined influence of local structural properties on the local deformation accumulation initializing the failure of paper.",
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N2 - A method for quantitatively investigating the relationship between local structural properties (local basis weight, local thickness, local density and local load carrying factor (local fiber orientation)) and local tensile deformation (local strain and local temperature increase (thermal energy dissipation)) was introduced. It was found by utilizing the method for 70 g/m2 sack paper strips that relative basis weight, relative thickness, relative density and relative load carrying factor combined explain 31% and 26% of total variation in relative strain and relative temperature increase, respectively. Best single predictors for relative strain were relative basis weight (R² = 0.14) and relative load carrying factor (R² = 0.11). On the other hand, relative basis weight alone was the best predictor for relative temperature increase (R² = 0.12.). Finally, by analyzing the relationship between the two deformation distribution parameters from the perspective that the high relative temperature increase is preceded by the high relative strain, it could be said that the relative strain explains 45% of the total variation in the relative temperature increase (R² = 0.45). Thus, these two parameters describe the deformation in partially different ways. Based on this study, it can be concluded that the introduced method offers a promising tool to quantitatively investigate the separate/combined influence of local structural properties on the local deformation accumulation initializing the failure of paper.

AB - A method for quantitatively investigating the relationship between local structural properties (local basis weight, local thickness, local density and local load carrying factor (local fiber orientation)) and local tensile deformation (local strain and local temperature increase (thermal energy dissipation)) was introduced. It was found by utilizing the method for 70 g/m2 sack paper strips that relative basis weight, relative thickness, relative density and relative load carrying factor combined explain 31% and 26% of total variation in relative strain and relative temperature increase, respectively. Best single predictors for relative strain were relative basis weight (R² = 0.14) and relative load carrying factor (R² = 0.11). On the other hand, relative basis weight alone was the best predictor for relative temperature increase (R² = 0.12.). Finally, by analyzing the relationship between the two deformation distribution parameters from the perspective that the high relative temperature increase is preceded by the high relative strain, it could be said that the relative strain explains 45% of the total variation in the relative temperature increase (R² = 0.45). Thus, these two parameters describe the deformation in partially different ways. Based on this study, it can be concluded that the introduced method offers a promising tool to quantitatively investigate the separate/combined influence of local structural properties on the local deformation accumulation initializing the failure of paper.

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