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Journal articles
A Continuing Evolution, Paper360º March/April 2016

A Continuing Evolution, Paper360º March/April 2016

Journal articles
Serious About the Future of Paper, Paper360º March/April 20

Serious About the Future of Paper, Paper360º March/April 2016

Journal articles
Discovering Hidden Causes of Converting Problems, Paper360º

Discovering Hidden Causes of Converting Problems, Paper360º March/April 2016

Journal articles
TAPPI JOURNAL Summaries, Paper360º March/April 2016

TAPPI JOURNAL Summaries, Paper360º March/April 2016

Journal articles
Folding Boxboard in Asia Pacific, Paper360º March/April 2016

Folding Boxboard in Asia Pacific, Paper360º March/April 2016

Journal articles
Index of Advertisers, Paper360º March/April 2016

Index of Advertisers, Paper360º March/April 2016

Journal articles
Magazine articles
Open Access
Editorial: Kathleen Bennett: Opportunities for paper are pro

Editorial: Kathleen Bennett: Opportunities for paper are proliferating, TAPPI JOURNAL May 2016

Magazine articles
Open Access
Leveraging mill-wide big data sets for process and quality i

Authors: Jianzhong Fu and Peter W. Hart | ABSTRACT: The MWV mill in Covington, VA, USA, experienced a long term trend of increasing episodes of paper indents that resulted in significant quantities of internal rejects and production downtime. When traditional troubleshooting techniques failed to resolve the problem, big data analysis techniques were employed to help deter-mine root causes of this negative and increasingly frequent situation. Nearly 6000 operating variables were selected for a deep dive, multi-year analysis after reviewing mill-wide process logs and 60000+ PI tags (data points) collected from one of the major data historian systems at the MWV Covington mill. Nine billion data points were collected from November 2011 to August 2014. Strategies and methods were developed to format, clean, classify, and sort the various data sets to compensate for process lag time and to align timestamps, as well as to rank potential causes or indicators. GE Intelligent Platforms software was employed to develop decision trees for root cause analysis. Insights and possible correlations that were previously invisible or ignored were obtained across the mill, from pulp-ing, bleaching, and chemical recovery to the papermaking process. Several findings led the mill to revise selected process targets and to reconsider a step change in the drying process. These changes have exhibited significant impacts on the mill’s product quality, cost, and market performance. Mill-wide communications of the identified results helped transform the findings into executable actions. Several projects were initiated.

Magazine articles
SetPoint: Shining a Light, Paper360º May/June 2016

SetPoint: Shining a Light, Paper360º May/June 2016

Magazine articles
Meet the 2016 TAPPI/PIMA Awards Honorees, Paper360º May/Jun

Meet the 2016 TAPPI/PIMA Awards Honorees, Paper360º May/June 2016

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