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Journal articles
Magazine articles
iT’s Tissue 2022—The Review, Tissue360º Fall/Winter 2022

iT’s Tissue 2022—The Review, Tissue360º Fall/Winter 2022

Journal articles
Magazine articles
Open Access
Research on improving the basis weight measurement accuracy of tissue paper based on PSO-BP neural network, TAPPI Journal October 2022

ABSTRACT: The near-infrared (NIR) sensor can be used for measuring the basis weight and moisture of tissue paper, but the measurement accuracy is not ideal for this paper grade. The weight range of the tissue is 10~30 g/m2, indicating that it is a low gram weight paper. The temperature and humidity of the production environment significantly impact an NIR sensor. This paper focuses on improving the measurement accuracy of tissue paper basis weight. In order to reduce the influences of temperature and humidity, a mathematical model based on a particle swarm optimization back propagation (PSO-BP) neural network is proposed. In comparison with multiple linear regression measurement models, the basis weight measurement error with the PSO-BP model is within ± 0.5 g/m2. This model can effectively improve the measurement accuracy and has a good effect on overcoming the basis weight nonlinear effect caused by the changes in ambient temperature and humidity.

Journal articles
Magazine articles
SetPoint: A recycled Fiber Shortage?, Tissue360º Spring/Summ

SetPoint: A recycled Fiber Shortage?, Tissue360º Spring/Summer 2014

Journal articles
Magazine articles
Von Drehle Starts Up First Valmet NTT Tissue Machine in the

Von Drehle Starts Up First Valmet NTT Tissue Machine in the U.S., Tissue360º Fall/Winter 2016

Journal articles
Magazine articles
Tissue Market Called Dynamic: Fastmarkets RISI NA Conference, Tissue360º Spring/Summer 2020

Tissue Market Called Dynamic: Fastmarkets RISI NA Conference, Tissue360º Spring/Summer 2020

Journal articles
Magazine articles
Tissue Industry News, Tissue360º Fall/Winter 2015

Tissue Industry News, Tissue360º Fall/Winter 2015

Journal articles
Magazine articles
Optimizing Converting Results: Attend TAPPI’s Tissue360° For

Optimizing Converting Results: Attend TAPPI’s Tissue360° Forum at PaperCon 2014 in Nashville, Tissue360º Fall/Winter 2013