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Journal articles
Open Access
Application of AI-based approach to control the papermaking process, TAPPI Journal March 2025

ABSTRACT: This paper explores AI’s role in revolutionizing the pulp and paper industry, and specifically in predicting wet tensile strength (WTS) for specialty-grade papers. Leveraging eLIXA technology, a 90-day study achieved a 15% reduction in chemical dosage and an 80% decrease in wet tensile standard deviation. The real-time dosage prediction led to optimizing the wet strength resin (WSR) consumption and improved process reliability. The self-learning models exhibited adaptability to changing variables, ensuring their robustness. Overall, this study highlights AI’s transformative impact on efficiency, cost savings, and product quality within the dynamic landscape of papermaking. The approach used for wet strength optimization has been used to optimize other aspects of pulp and paper production.

Journal articles
Open Access
Adhesion properties of polyamide fibers used in press, TAPPI JOURNAL, April 2000, Vol. 83(4)

Adhesion properties of polyamide fibers used in press, TAPPI JOURNAL, April 2000, Vol. 83(4)

Journal articles
Open Access
Comparative annual cost efficiency between thermal and chemical oxidation of TRS in kraft mills, TAPPI JOURNAL, July 2005, Vol. 4(7) (200 KB)

Comparative annual cost efficiency between thermal and chemical oxidation of TRS in kraft mills, TAPPI JOURNAL, July 2005, Vol. 4(7) (200 KB)

Journal articles
Open Access
Performance of steels against corrosion in peracid bleach media, TAPPI JOURNAL, July 2005, Vol. 4(7) (116 KB)

Performance of steels against corrosion in peracid bleach media, TAPPI JOURNAL, July 2005, Vol. 4(7) (116 KB)

Journal articles
Open Access
Flow regime effects on the spreading rate of a nylon fiber suspension jet in a rectangular channel, TAPPI JOURNAL, June 2005, Vol. 4(6) (380KB)

Flow regime effects on the spreading rate of a nylon fiber suspension jet in a rectangular channel, TAPPI JOURNAL, June 2005, Vol. 4(6) (380KB)

Journal articles
Open Access
PET polyester resins used in the wet end at neutral-alkaline papermaking conditions, TAPPI JOURNAL, June 2005, Vol. 4(6) (268KB)

PET polyester resins used in the wet end at neutral-alkaline papermaking conditions, TAPPI JOURNAL, June 2005, Vol. 4(6) (268KB)

Journal articles
Open Access
Automatic control of additives with modern online measurement technology raises papermaker productivity, TAPPI JOURNAL, June 2005, Vol. 4(6) (3.81MB)

Automatic control of additives with modern online measurement technology raises papermaker productivity, TAPPI JOURNAL, June 2005, Vol. 4(6) (3.81MB)

Journal articles
Open Access
Retention aid systems of cationic microparticles and anionic polymer: experiments and pilot machine trials, TAPPI JOURNAL, March 2000, Vol. 83(3)

Retention aid systems of cationic microparticles and anionic polymer: experiments and pilot machine trials, TAPPI JOURNAL, March 2000, Vol. 83(3)

Journal articles
Open Access
Reduction of pulp fiber accumulation in the header of uf modules, TAPPI JOURNAL, May 2000, Vol. 83(5)

Reduction of pulp fiber accumulation in the header of uf modules, TAPPI JOURNAL, May 2000, Vol. 83(5)

Journal articles
Open Access
The use of ozone as a biocide in paper machine recycled white water, TAPPI JOURNAL, May 2000, Vol. 83(5)

The use of ozone as a biocide in paper machine recycled white water, TAPPI JOURNAL, May 2000, Vol. 83(5)

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