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Journal articles
Open Access
Editorial: Revisiting recycling forums past, TAPPI JOURNAL J

Editorial: Revisiting recycling forums past, TAPPI JOURNAL January 2016

Magazine articles
Open Access
How to use alum with cationic dispersed rosin size, TAPPI JO

How to use alum with cationic dispersed rosin size, TAPPI JOURNAL May 2016

Journal articles
Magazine articles
Open Access
Creating adaptive predictions for packaging-critical quality parameters using advanced analytics and machine learning, TAPPI Journal November 2019

ABSTRACT: Packaging manufacturers are challenged to achieve consistent strength targets and maximize pro-duction while reducing costs through smarter fiber utilization, chemical optimization, energy reduction, and more. With innovative instrumentation readily accessible, mills are collecting vast amounts of data that provide them with ever increasing visibility into their processes. Turning this visibility into actionable insight is key to successfully exceeding customer expectations and reducing costs. Predictive analytics supported by machine learning can provide real-time quality measures that remain robust and accurate in the face of changing machine conditions. These adaptive quality “soft sensors” allow for more informed, on-the-fly process changes; fast change detection; and process control optimization without requiring periodic model tuning.The use of predictive modeling in the paper industry has increased in recent years; however, little attention has been given to packaging finished quality. The use of machine learning to maintain prediction relevancy under ever-changing machine conditions is novel. In this paper, we demonstrate the process of establishing real-time, adaptive quality predictions in an industry focused on reel-to-reel quality control, and we discuss the value created through the availability and use of real-time critical quality.

Journal articles
Open Access
Consequences of lignin precipitation in the pulp and paper industry, TAPPI JOURNAL, January 2006, Vol. 5(1) (236 KB)

Consequences of lignin precipitation in the pulp and paper industry, TAPPI JOURNAL, January 2006, Vol. 5(1) (236 KB)

Journal articles
Open Access
Coating improves the brightness stability of wood-free coated papers containing high-yield pulp, TAPPI JOURNAL, January 2006, Vol. 5(1) (288 KB)

Coating improves the brightness stability of wood-free coated papers containing high-yield pulp, TAPPI JOURNAL, January 2006, Vol. 5(1) (288 KB)

Journal articles
Open Access
Effects of High Treatment Levels in a Dry-Strength Additive

Effects of High Treatment Levels in a Dry-Strength Additive Program Based on Deposition of Polyelectrolyte Complexes: How Much Glue is Too Much?, TAPPI JOURNAL, June 2006, Vol. 5(6) (209 KB)

Journal articles
Open Access
Visualization of Liquid-Vapor Phase Change Phenomena in Impu

Visualization of Liquid-Vapor Phase Change Phenomena in Impulse Technology, TAPPI JOURNAL, June 2006, Vol. 5(6) (767 KB)

Journal articles
Open Access
Substitution of Hardwood Kraft with Aspen High-Yield Pulp in Lightweight Coated Wood-Free Papers: Part I. Synergy of Basestock Properties, TAPPI JOURNAL, March 2006, Vol. 5(3) (409KB)

Substitution of Hardwood Kraft with Aspen High-Yield Pulp in Lightweight Coated Wood-Free Papers: Part I. Synergy of Basestock Properties, TAPPI JOURNAL, March 2006, Vol. 5(3) (409KB)

Journal articles
Open Access
Development of Predictive Oxygen Delignification Models Usin

Development of Predictive Oxygen Delignification Models Using Kinetic Expressions and Neural Networks, TAPPI JOURNAL, May 2006, Vol. 5(5) (151 KB)

Journal articles
Open Access
Influence of Papermaking System Closure on Paper Properties,

Influence of Papermaking System Closure on Paper Properties, TAPPI JOURNAL, May 2006, Vol. 5(5) (301 KB)

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