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Magazine articles
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
Does kraft hardwood and softwood pulp viscosity correlate to
Does kraft hardwood and softwood pulp viscosity correlate to paper properties?, October 2016 TAPPI JOURNAL
Journal articles
Magazine articles
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
Magazine articles
Effect of conductivity on paper and board machine performanc
Effect of conductivity on paper and board machine performance— a review and new experiences, TAPPI JOURNAL October 2017
Journal articles
Editorial: TAPPI JOURNAL 2014 Best Research Paper Award highlights potential of cavitation-jet deinking, TAPPI JOURNAL April 2015
Editorial: TAPPI JOURNAL 2014 Best Research Paper Award highlights potential of cavitation-jet deinking, TAPPI JOURNAL April 2015
Journal articles
Evaluation of cut quality of woodfree coated papers, TAPPI JOURNAL September 2013
Evaluation of cut quality of woodfree coated papers, TAPPI JOURNAL September 2013
Journal articles
Role of particle size and preflocculation of talc in improvement of paper properties, TAPPI JOURNAL April 2014
Role of particle size and preflocculation of talc in improvement of paper properties, TAPPI JOURNAL April 2014
Journal articles
Effect of reduced pulp xylan content on wet end chemistry and paper properties â?? a pilot scale study, TAPPI JOURNAL February 2014
Effect of reduced pulp xylan content on wet end chemistry and paper properties — a pilot scale study, TAPPI JOURNAL February 2014
Journal articles
The influence of paper surface energy on multicolor offset print mottling, TAPPI JOURNAL February 2013
The influence of paper surface energy on multicolor offset print mottling, TAPPI JOURNAL February 2013
Journal articles
Margins-based planning applied to newsprint manufacturing, TAPPI JOURNAL January 2014
Margins-based planning applied to newsprint manufacturing, TAPPI JOURNAL January 2014