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Solenis Expands Its Service Capabilities, Paper360º March/A

Solenis Expands Its Service Capabilities, Paper360º March/April 2017

Sustainability is Central for Sofidel, Paper360º March/Apri

Sustainability is Central for Sofidel, Paper360º March/April 2017

An Ode to Small, Paper360º May/June 2017

An Ode to Small, Paper360º May/June 2017

Suppliers Reach Out to Mill Leaders, Paper360º May/June 2017

Suppliers Reach Out to Mill Leaders, Paper360º May/June 2017

Blower Technology Proves Its Worth, Paper360º May/June 2017

Blower Technology Proves Its Worth, Paper360º May/June 2017

Innovation without Proper Deployment is a Waste, Paper360º, January 2007

A Nine-Step Model for Development, Paper360º, January 2007

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.

A waste management program for paper mill sludge high in ash, TAPPI JOURNAL, April 1990, Vol. 73(4)

A waste management program for paper mill sludge high in ash, TAPPI JOURNAL, April 1990, Vol. 73(4)

The valmet tail shooter and tail blower improve safety and boost productivity, TAPPI JOURNAL, April 1990, Vol. 73(4)

The valmet tail shooter and tail blower improve safety and boost productivity, TAPPI JOURNAL, April 1990, Vol. 73(4)

The Art of Wastewater: Industrial IoT for Environmental Strategies, Paper360º May/June 2024